# Best Feature Management Software

## How Many Feature Management Software Products Does G2 Track?

**Total Products under this Category:** 43

### Category Stats (Jul 2026)

- **Average Rating:** 4.57/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Harness Platform (+0.22%) - Among all products in this category, Harness Platform recorded the largest rating increase compared to last month

_Last updated: July 31, 2026_

## How Does G2 Rank Feature Management Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 5,900+ Authentic Reviews
- 43+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Feature Management Software
 ![G2 Grid® for Feature Management Software plotting products by satisfaction and market presence](https://www.g2.com/categories/feature-management/grids.png?focus%5B%5D=15273&focus%5B%5D=152859&focus%5B%5D=1775209&focus%5B%5D=145164&focus%5B%5D=1276594&focus%5B%5D=100655&focus%5B%5D=152633&focus%5B%5D=4306)

Highlighted products: LaunchDarkly, Statsig, Confidence by Spotify, PostHog, Featurebase, Harness Platform, Unleash, and VWO Testing.

Underlying data: [Grid® JSON](https://www.g2.com/categories/feature-management/grids.json?focus%5B%5D=launchdarkly&focus%5B%5D=statsig&focus%5B%5D=confidence-by-spotify&focus%5B%5D=posthog&focus%5B%5D=featurebase&focus%5B%5D=harness-platform&focus%5B%5D=unleash&focus%5B%5D=wingify-vwo-testing)

**Sponsored**

### Confidence by Spotify

Confidence is an experimentation and feature flagging platform developed by Spotify, designed to assist software and product teams in conducting experiments and making data-informed decisions at scale. Leveraging over a decade of experience in A/B testing infrastructure, Confidence provides a robust framework for teams looking to optimize their product features and user experiences through systematic experimentation. The platform is particularly beneficial for development teams, product managers, and data analysts who are keen on enhancing their decision-making processes through empirical evidence. By facilitating A/B testing and gradual rollouts, Confidence allows teams to test new features and modifications in a controlled manner, ensuring that changes are based on real user feedback rather than assumptions. This approach not only minimizes risks associated with feature launches but also fosters a culture of continuous improvement within organizations. Key features of Confidence include its advanced feature flagging capabilities, which enable teams to control user experiences remotely without the need for code deployments. This flexibility allows for rapid iterations and adjustments based on user interactions and feedback. Additionally, the platform's data warehouse-native architecture ensures seamless integration with existing data systems, providing teams with comprehensive insights into user behavior and engagement metrics. Built on OpenFeature, Confidence offers a vendor-agnostic solution for feature flagging, eliminating concerns of vendor lock-in and allowing teams to maintain control over their experimentation processes. The platform's feature flags are available at no cost, making it accessible for any team interested in adopting a data-driven approach to experimentation. By utilizing Confidence, teams can enhance their ability to innovate and respond to user needs effectively, ultimately leading to improved product outcomes and user satisfaction. The combination of powerful experimentation tools and a commitment to data integrity positions Confidence as a valuable resource for organizations aiming to elevate their product development strategies.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=paid_promo&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2365&secure%5Bchosen_at%5D=2026-07-31T20%3A22%3A38Z&secure%5Bmedium%5D=sponsored&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1775209&secure%5Bresource_id%5D=2365&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Ffeature-management&secure%5Btoken%5D=d8987e23719649ce6b180b89f76e6e8a2b8d58f142fea616f75a2468497d8405&secure%5Burl%5D=https%3A%2F%2Fconfidence.spotify.com%2Fpricing&secure%5Burl_type%5D=paid_promos)

### [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews)

Founded in 2014 and headquartered in Oakland, California, LaunchDarkly serves over thousands of enterprises, including a quarter of the Fortune 500. LaunchDarkly is the runtime control platform for the AI era, trusted by software teams to control AI-generated code and AI agents in production at any scale. The LaunchDarkly platform delivers runtime control through two solutions: CodeControl and AgentControl. CodeControl helps teams ship AI-generated code confidently. With CodeControl, teams can observe production behavior, make changes in real time, and limit exposure based on actual impact. Through a combination of industry-leading feature flags, progressive rollouts, real-time observability, experimentation, and automatic recovery, LaunchDarkly gives organizations the ability to move at AI speed without giving up control. AgentControl helps teams keep AI agents in check in production, blocking bad behavior and steering responses in real time. Teams can configure prompts and models before launch, monitor and observe live performance and behavior, and automatically take action—without redeploying. When agents make curious decisions, or when small prompt or model changes cause big issues, AgentControl detects and corrects them as they happen. With runtime control across code and agents, LaunchDarkly helps enable teams to ship AI-built software with confidence, govern agent behavior in production, optimize AI performance and cost, build self-healing systems, and experiment continuously. The result is faster release velocity, lower production risk, and the ability to continuously adapt software and AI systems without slowing down to stay safer.

**Average Rating:** 4.5/5.0

**Total Reviews:** 783

#### How Do G2 Users Rate LaunchDarkly?

- **Multi-Environment Control:** 8.7/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 9.0/10 (Category avg: 8.8/10)
- **Quality of Support:** 8.8/10 (Category avg: 9.3/10)
- **Flag Management:** 9.2/10 (Category avg: 9.0/10)

#### Who Is the Company Behind LaunchDarkly?

- **Seller:** [LaunchDarkly](https://www.g2.com/sellers/launchdarkly)
- **Company Website:** launchdarkly.com
- **Year Founded:** 2014
- **HQ Location:** Oakland, CA
- **Twitter:** @LaunchDarkly  
5,558 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fc5ad7d62bb32c8bb5174a5c9eb6769f3d558a3350e0902735230d06464f44de&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3749939%2F&secure%5Burl_type%5D=linkedin_company_website)  
643 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Senior Software Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 47% Medium, 36% Large

#### What Do G2 Reviewers Say About LaunchDarkly?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of LaunchDarkly, enjoying straightforward setup and intuitive UI for feature management.
- Users value the **ease of implementing feature flags** in LaunchDarkly, enabling seamless adjustments without downtime.
- Users value the **flexibility and intuitive design** of LaunchDarkly, enhancing feature flag management effortlessly.
- Users admire the **easy setup** of LaunchDarkly, making integration and configuration seamless even for beginners.
- Users value the **great documentation and ease of use** of LaunchDarkly, making implementation straightforward and efficient.

##### Cons

- Users find **feature flag management cumbersome** , particularly with A/B functionality, tagging, and holdout group handling.
- Users note **manual processes for managing flags** , which can hinder efficiency and complicate flag handling.
- Users express concern over **missing features** like crypto-signature support and enhanced flag management in LaunchDarkly.
- Users are frustrated by the **limited features** of LaunchDarkly, hindering automation and integration capabilities.
- Users find the **complex features** of LaunchDarkly cumbersome, complicating environment management and configuration updates.

#### What Are Recent G2 Reviews of LaunchDarkly?

**["Effortless Feature Management and Integration"](https://www.g2.com/survey_responses/launchdarkly-review-13164660)**

**Rating:** 4.0/5.0 stars

_— SARAYU B._

[Read full review](https://www.g2.com/survey_responses/launchdarkly-review-13164660)

**["Quick No-Code Changes using LaunchDarkly"](https://www.g2.com/survey_responses/launchdarkly-review-13171945)**

**Rating:** 4.5/5.0 stars

_— Johanna B._

[Read full review](https://www.g2.com/survey_responses/launchdarkly-review-13171945)

#### What Are G2 Users Discussing About LaunchDarkly?

- [What is LaunchDarkly used for?](https://www.g2.com/discussions/what-is-launchdarkly-used-for) - 1 comment
- [What is Clientstream LaunchDarkly?](https://www.g2.com/discussions/what-is-clientstream-launchdarkly)
- [What is feature management?](https://www.g2.com/discussions/launchdarkly-what-is-feature-management)
- [How do I use LaunchDarkly?](https://www.g2.com/discussions/how-do-i-use-launchdarkly) - 1 comment
- [What is LaunchDarkly?](https://www.g2.com/discussions/what-is-launchdarkly)

### [Statsig](https://www.g2.com/products/statsig/reviews)

Statsig combines experimentation, feature flagging, product analytics, and session replays into a single, powerful platform - helping your team build faster, and make smarter product decisions. All of Statsig's products are powered by a single of data and infrastructure, and can be run in your data warehouse. Today, thousands of companies rely on Statsig, including OpenAI, Notion, Atlassian, Microsoft. Statsig can help you... - Iterate Faster: Turn ideas into tests or scale your current experimentation program with the world’s most powerful experimentation infrastructure & stats engine. - Ship Smarter: Speed up releases without increasing risk. Link every release to product data for automated alerts and guardrails, then give your whole team the power to ship and watch the magic happen. - Learn more from your data: Empower every stakeholder on your team — from Product to Engineering to Data —with unified analytics, backed by one set of data and a full set of product analytics tools. The Statsig team has worked helped build data-driven cultures at some largest enterprises in the world - and we're here to help you, wherever you are on your journey. And no matter how big (or small) you are, our tools will scale to meet your needs and help you cut spend. Are you ready to start your data-driven journey?

**Average Rating:** 4.7/5.0

**Total Reviews:** 346

#### How Do G2 Users Rate Statsig?

- **Multi-Environment Control:** 8.9/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 9.1/10 (Category avg: 8.8/10)
- **Quality of Support:** 9.2/10 (Category avg: 9.3/10)
- **Flag Management:** 9.2/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Statsig?

- **Seller:** [Amplitude](https://www.g2.com/sellers/amplitude)
- **Year Founded:** 2012
- **HQ Location:** San Francisco, CA
- **Twitter:** @Amplitude\_HQ  
22,465 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=41bec496bc5bd1d0a5d1edf21b69b85780517f04e14dae957599909e0aa05913&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3626155%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,003 employees on LinkedIn®
- **Ownership:** NASDAQ: AMPL

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Product Manager
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 45% Medium, 29% Large

#### What Do G2 Reviewers Say About Statsig?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Statsig incredibly **intuitive and easy to use** , making experimentation seamless and efficient.
- Users find **Statsig's experimentation features** invaluable for quickly running AB tests and enhancing product decisions.
- Users value **clear analytics** from Statsig, providing essential insights into user behavior and experiment performance.
- Users highlight the **easy setup** of Statsig, enabling quick integration and seamless workflow for experiments.
- Users value the **quick integration and robust SDKs** of Statsig, enhancing the speed and efficiency of their projects.

##### Cons

- Users find the **learning curve steep** due to initial setup challenges and lack of clear guidance from help articles.
- Users find the **steep learning curve** of Statsig challenging, particularly due to initial setup complexities and unclear documentation.
- Users find a **lack of guidance** in the documentation, making it challenging for newcomers to navigate Statsig effectively.
- Users find the **UI confusing** with too many elements, making navigation and finding information challenging.
- Users feel the **missing features** hinder advanced training opportunities and tailored solutions for modern frameworks like Next.

#### What Are Recent G2 Reviews of Statsig?

**["Everything that my startup needed for experiments and metrics"](https://www.g2.com/survey_responses/statsig-review-8098828)**

**Rating:** 5.0/5.0 stars

_— Matteo H._

[Read full review](https://www.g2.com/survey_responses/statsig-review-8098828)

**["Statsig is the best experimentation tool on the planet"](https://www.g2.com/survey_responses/statsig-review-9019929)**

**Rating:** 5.0/5.0 stars

_— Leif F._

[Read full review](https://www.g2.com/survey_responses/statsig-review-9019929)

### [PostHog](https://www.g2.com/products/posthog/reviews)

PostHog is the open-source, all-in-one platform that helps engineers build better products. We enable software teams to capture events, perform analytics, record user sessions, conduct experiments and deploy new features, all in one platform. - DESIGN BETTER: Robust product analytics. Multivariate A/B experiments. User segmentation and 50+ integrations. PostHog has everything you need to build better products. - BUILD BETTER: Roll out new features safely with feature flags, debug issues with session recordings and plan new features with correlation analysis -- all in PostHog. - DEVELOP BETTER: Expect an SDK, API, event pipelines, an SQL-like syntax for deep analysis, and an open-source app platform. - SCALE BETTER: US or EU hosting available, powered by ClickHouse. Everything is SOC2 certified, GDPR-ready, and HIPAA-compliant. PostHog is scalable to teams of any size and priced based on usage. It's entirely open source, so you can inspect every line of code, make suggestions or even build directly on top of the product to add new features and integrations.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1,045

#### How Do G2 Users Rate PostHog?

- **Multi-Environment Control:** 7.7/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 8.0/10 (Category avg: 8.8/10)
- **Quality of Support:** 8.5/10 (Category avg: 9.3/10)
- **Flag Management:** 8.6/10 (Category avg: 9.0/10)

#### Who Is the Company Behind PostHog?

- **Seller:** [PostHog](https://www.g2.com/sellers/posthog)
- **Year Founded:** 2020
- **HQ Location:** San Francisco, US
- **Twitter:** @posthog  
21,577 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0dbee44285603bc7a98dd6983e1151650159ef93bca2893ba591e44bfd03c767&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fposthog%2F&secure%5Burl_type%5D=linkedin_company_website)  
201 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Founder
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 76% Small, 16% Medium

#### What Do G2 Reviewers Say About PostHog?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **ease of use** of PostHog, simplifying analytics management and boosting developer efficiency.
- Users love the **easy setup** of PostHog, allowing quick integration and seamless project management within minutes.
- Users appreciate PostHog for its **ease of use and detailed analytics** , simplifying user behavior tracking and website performance.
- Users value the **intuitive interface and detailed insights** of PostHog, aiding in understanding early traffic effectively.
- Users find the **session recordings** of PostHog immensely useful for analyzing user behavior effectively.

##### Cons

- Users find the **steep learning curve** of PostHog frustrating, as it complicates navigating its features and understanding data.
- Users report a **steep learning curve** with PostHog, finding its features challenging and frustrating to navigate effectively.
- Users find the **user interface intimidating** , leading to confusion, particularly with SQL queries and admin panel navigation.
- Users find the **initial setup complexity** of PostHog challenging, requiring time to navigate and understand its features.
- Users note the **missing features** in PostHog, leading to customization challenges and overlooked events.

#### What Are Recent G2 Reviews of PostHog?

**["A clearer way to connect experiments, sessions, and feature releases"](https://www.g2.com/survey_responses/posthog-review-13167962)**

**Rating:** 5.0/5.0 stars

_— Phil J._

[Read full review](https://www.g2.com/survey_responses/posthog-review-13167962)

**["PostHog Gives a Complete, Connected View of the Customer Journey"](https://www.g2.com/survey_responses/posthog-review-12905573)**

**Rating:** 5.0/5.0 stars

_— Amirhossein A._

[Read full review](https://www.g2.com/survey_responses/posthog-review-12905573)

#### What Are G2 Users Discussing About PostHog?

- [What is PostHog used for?](https://www.g2.com/discussions/what-is-posthog-used-for) - 1 comment
- [How does PostHog work?](https://www.g2.com/discussions/how-does-posthog-work)
- [What does PostHog do?](https://www.g2.com/discussions/what-does-posthog-do)

### [Confidence by Spotify](https://www.g2.com/products/confidence-by-spotify/reviews)

Confidence is an experimentation and feature flagging platform developed by Spotify, designed to assist software and product teams in conducting experiments and making data-informed decisions at scale. Leveraging over a decade of experience in A/B testing infrastructure, Confidence provides a robust framework for teams looking to optimize their product features and user experiences through systematic experimentation. The platform is particularly beneficial for development teams, product managers, and data analysts who are keen on enhancing their decision-making processes through empirical evidence. By facilitating A/B testing and gradual rollouts, Confidence allows teams to test new features and modifications in a controlled manner, ensuring that changes are based on real user feedback rather than assumptions. This approach not only minimizes risks associated with feature launches but also fosters a culture of continuous improvement within organizations. Key features of Confidence include its advanced feature flagging capabilities, which enable teams to control user experiences remotely without the need for code deployments. This flexibility allows for rapid iterations and adjustments based on user interactions and feedback. Additionally, the platform's data warehouse-native architecture ensures seamless integration with existing data systems, providing teams with comprehensive insights into user behavior and engagement metrics. Built on OpenFeature, Confidence offers a vendor-agnostic solution for feature flagging, eliminating concerns of vendor lock-in and allowing teams to maintain control over their experimentation processes. The platform's feature flags are available at no cost, making it accessible for any team interested in adopting a data-driven approach to experimentation. By utilizing Confidence, teams can enhance their ability to innovate and respond to user needs effectively, ultimately leading to improved product outcomes and user satisfaction. The combination of powerful experimentation tools and a commitment to data integrity positions Confidence as a valuable resource for organizations aiming to elevate their product development strategies.

**Average Rating:** 4.6/5.0

**Total Reviews:** 52

#### How Do G2 Users Rate Confidence by Spotify?

- **Multi-Environment Control:** 10.0/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 9.5/10 (Category avg: 8.8/10)
- **Quality of Support:** 9.6/10 (Category avg: 9.3/10)
- **Flag Management:** 9.3/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Confidence by Spotify?

- **Seller:** [Spotify](https://www.g2.com/sellers/spotify)
- **Company Website:** www.spotify.com
- **Year Founded:** 2006
- **HQ Location:** Stockholm, Stockholm County
- **Twitter:** @Spotify  
20,489,840 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=22b8b9a4351a0d53121e31e63739ef3e55ced1730a54471836a583458873c26c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F207470%2F&secure%5Burl_type%5D=linkedin_company_website)  
18,797 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 47% Medium, 5% Large

#### What Are Recent G2 Reviews of Confidence by Spotify?

**["Confident A/B Test Decisions with Guardrails and Exposure Metrics"](https://www.g2.com/survey_responses/confidence-by-spotify-review-13130401)**

**Rating:** 4.5/5.0 stars

_— Kishore B._

[Read full review](https://www.g2.com/survey_responses/confidence-by-spotify-review-13130401)

**["First-Class, Server-Side Experiment Assignment with Deterministic Bucketing"](https://www.g2.com/survey_responses/confidence-by-spotify-review-13148978)**

**Rating:** 4.0/5.0 stars

_— Anup M._

[Read full review](https://www.g2.com/survey_responses/confidence-by-spotify-review-13148978)

### [Featurebase](https://www.g2.com/products/featurebase/reviews)

Featurebase is a modern customer support & product suite that combines AI-powered support, feedback collection, help docs, roadmaps, and changelogs into a single platform for startups. It's loved by thousands of fast-growing teams from companies like Lovable, Raycast, and n8n. 💫 Instead of having 5+ different tools, Featurebase offers everything in one place to help you build products your users love: - Support platform – Support your customers from anywhere with an omnichannel inbox and automate support with powerful AI agents. - Feedback collection & voting: Centralize feedback with in-app widgets, integrations, and a dedicated feedback forum. Let users vote on each other's feature ideas, see their total revenue, and focus on the most impactful features. Plus, all upvoters will automatically be notified when you ship their request. - Changelogs: Announce product changes and increase feature adoption with neat in-app popups, notification emails, and a standalone changelog page. - Help Center: Provide self-serve support with a beautiful knowledge base & bring help articles inside your product with a lightweight widget. - Surveys (NPS, CSAT, etc.): Create targeted in-app surveys to ask users anything and measure customer satisfaction.

**Average Rating:** 4.7/5.0

**Total Reviews:** 49

#### How Do G2 Users Rate Featurebase?

- **Multi-Environment Control:** 7.4/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 7.0/10 (Category avg: 8.8/10)
- **Quality of Support:** 9.6/10 (Category avg: 9.3/10)
- **Flag Management:** 8.0/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Featurebase?

- **Seller:** [Featurebase](https://www.g2.com/sellers/featurebase)
- **Year Founded:** 2021
- **HQ Location:** Tallinn, EE
- **Twitter:** @FeaturebaseHQ  
2,216 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=000a74799ed1ce8d2a384250d35e468e5467c87d814a939a59fc7b864bf98707&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffeaturebaseapp%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Founder
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 90% Small, 8% Medium

#### What Do G2 Reviewers Say About Featurebase?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **ease of use and wide range of features** in Featurebase, enhancing valuable feedback integration.
- Users value the **ease of use** of Featurebase, highlighting its intuitive design and effortless integration.
- Users appreciate Featurebase's **simplicity and abundance of features** , making it a versatile solution for multiple needs.
- Users praise the **responsive customer support** of Featurebase, appreciating their helpfulness and understanding of SMB needs.
- Users value the **intuitive feedback management** of Featurebase, enhancing user engagement and actionable insights effortlessly.

##### Cons

- Users find **missing features** like limited customization options and restricted SSO access affecting their overall experience.
- Users express frustration over **limited features** in lower pricing tiers, hindering access to necessary functionalities and growth.
- Users find the **editor bugs and limitations** hinder functionality and overall usability of Featurebase.
- Users note the **limited customization** options, which restrict branding and flexibility in features for their needs.
- Users face **limited functionality** in customization and analytics, hindering deeper insights and workflow automation.

#### What Are Recent G2 Reviews of Featurebase?

**["Great product, even better team behind it"](https://www.g2.com/survey_responses/featurebase-review-12446036)**

**Rating:** 5.0/5.0 stars

_— Nunzio M._

[Read full review](https://www.g2.com/survey_responses/featurebase-review-12446036)

**["Featurebase: An All-in-One Hub with Truly Helpful AI Support"](https://www.g2.com/survey_responses/featurebase-review-12625175)**

**Rating:** 5.0/5.0 stars

_— Rishikesh R._

[Read full review](https://www.g2.com/survey_responses/featurebase-review-12625175)

### [Harness Platform](https://www.g2.com/products/harness-platform/reviews)

Simplify your developer experience with the world's first AI-augmented software delivery platform. Upgrade your software delivery with Harness' innovative CI/CD, Feature Flags, Infrastructure as Code Management, and Chaos Engineering tools. We are a software delivery platform that helps developers and infrastructure engineers build and ship code for cloud and on-premise projects. We automate the continuous integration and continuous delivery (CI/CD) process to help teams build faster, ship more frequently, and improve quality, efficiency, and governance. We help companies in four key areas: Number one, we accelerate innovation through DevOps modernization. We provide an approach for software delivery that automates processes, reduces manual interventions, consolidates tools, and accelerates time-to-market for new products, features, and fixes. Number two, we improve developer experience. We give you the ability to attract, retain, and onboard high-caliber engineering talent while fostering a culture of continuous innovation and improvement. Number three, we secure software delivery. We give you the ability to integrate security into every phase of the SDLC. And last but not least is, we optimize cloud costs. We give you the ability to eliminate waste and to ensure that appropriate cloud resources are allocated at the right place at the right time.

**Average Rating:** 4.6/5.0

**Total Reviews:** 301

#### How Do G2 Users Rate Harness Platform?

- **Multi-Environment Control:** 9.3/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 9.2/10 (Category avg: 8.8/10)
- **Quality of Support:** 9.1/10 (Category avg: 9.3/10)
- **Flag Management:** 9.3/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Harness Platform?

- **Seller:** [Harness](https://www.g2.com/sellers/harness-25016f40-e80f-4417-bea8-39412055d17a)
- **Company Website:** harness.io
- **Year Founded:** 2018
- **HQ Location:** San Francisco
- **Twitter:** @HarnessWealth  
1,389 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fbec562b1d7a892f3293de88d17cc0509949905a19856805c612616710bc3a7d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fharnessinc%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,701 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, DevOps Engineer
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 43% Large, 37% Medium

#### What Do G2 Reviewers Say About Harness Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Harness Platform, making implementation and configuration seamless and efficient.
- Users value the **ease of use and flexibility** in targeting features within the Harness Platform.
- Users appreciate the **user-friendly interface** of Harness Platform for easily managing and deploying feature flags.
- Users find the **easy setup** of Harness Platform quick and efficient, leading to immediate cost savings and satisfaction.
- Users value the **easy integrations** with SSO and tools that streamline software delivery on the Harness Platform.

##### Cons

- Users note a **lack of multiple filters** in Harness Platform, limiting flexibility for advanced customization and usability.
- Users face **limitations in configuration management** , including issues with renaming and deleting toggles that complicate usability.
- Users note a **lack of multiple filters** and missing features in the Harness Platform, limiting its overall usability.
- Users find the **steep learning curve** challenging, particularly due to complicated settings and insufficient documentation.
- Users find the **UI complex and clunky** , which can complicate the overall user experience with the platform.

#### What Are Recent G2 Reviews of Harness Platform?

**["Harness - World of automation"](https://www.g2.com/survey_responses/harness-platform-review-11792426)**

**Rating:** 4.5/5.0 stars

_— Sunil A._

[Read full review](https://www.g2.com/survey_responses/harness-platform-review-11792426)

**["End-to-End DevOps Automation with Powerful, Flexible CI/CD Pipelines"](https://www.g2.com/survey_responses/harness-platform-review-13164505)**

**Rating:** 4.5/5.0 stars

_— Ravindra N._

[Read full review](https://www.g2.com/survey_responses/harness-platform-review-13164505)

#### What Are G2 Users Discussing About Harness Platform?

- [What is Harness Continuous Delivery used for?](https://www.g2.com/discussions/what-is-harness-continuous-delivery-used-for) - 1 comment
- [What is Propelo used for?](https://www.g2.com/discussions/what-is-propelo-used-for)
- [What is Harness Cloud Cost Management used for?](https://www.g2.com/discussions/what-is-harness-cloud-cost-management-used-for)
- [What is the difference between harness and Jenkins?](https://www.g2.com/discussions/what-is-the-difference-between-harness-and-jenkins) - 1 comment
- [What is streaming Split IO?](https://www.g2.com/discussions/what-is-streaming-split-io) - 1 comment

### [Unleash](https://www.g2.com/products/unleash/reviews)

Unleash is the world's largest and fastest-growing open-source feature flag company. We are on a mission to make life easier for developers. The Unleash Feature Management platform reduces the risk of releasing new features, drives innovation by streamlining the software release process, and increases revenue by optimizing end-user experience. Individual developers love Unleash because it removes the pain of testing and deploying new features to production. Enterprises love Unleash because of its market-leading data governance, security, and compliance controls. Unleash is trusted by thousands of companies in production including Visa, Wayfair, Lloyd’s Banking Group, Emirates and Samsung. While we serve the needs of some of the world's largest and most security-conscious organizations, we were also rated the “Easiest Feature Management system to use” by G2. Unleash can be used in our cloud as a private hosted instance or as a self-hosted solution easily enabling Fed Ramp or Air-Gapped use cases. Unleash has over 13,000 GitHub stars, has been downloaded over 25 million times, and has a Net Promoter Score of 80+. Headquartered in Oslo, Norway with team members worldwide, Unleash embraces a remote-first culture. Unleash is backed by top investors including Spark Capital, Frontline Ventures, and FirstMinute Capital.

**Average Rating:** 4.7/5.0

**Total Reviews:** 132

#### How Do G2 Users Rate Unleash?

- **Multi-Environment Control:** 9.0/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 9.3/10 (Category avg: 8.8/10)
- **Quality of Support:** 9.1/10 (Category avg: 9.3/10)
- **Flag Management:** 9.6/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Unleash?

- **Seller:** [Unleash](https://www.g2.com/sellers/unleash)
- **Company Website:** www.getunleash.io
- **Year Founded:** 2019
- **HQ Location:** Oslo, NO
- **Twitter:** @getunleash  
889 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a5fabe9ba20ffa7859555712f176c7253299e0047831f4a6cb27e2eaa31cbdcc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgetunleash%2F&secure%5Burl_type%5D=linkedin_company_website)  
52 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 54% Medium, 28% Small

#### What Do G2 Reviewers Say About Unleash?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **seamless management of feature flags** with Unleash, enhancing deployment flexibility and development speed.
- Users praise Unleash for its **effective A/B testing capabilities** , enabling quick feature management and independent team workflows.
- Users value the **reliability** of Unleash, appreciating its stable runtime and consistent feature updates for productivity.
- Users appreciate the **ease of use** of Unleash, enabling quick onboarding and independent management of feature flags.
- Users value the **seamless integrations** of Unleash, appreciating the smooth harmony with various tech stacks and quick setup.

##### Cons

- Users find **feature flags issues** challenging due to complexity, difficulty in searching, and accidental disabling in production.
- Users find the **limited features** of Unleash hinder scalability and project organization as their needs grow.
- Users find the **subscription price too high** for the features offered, impacting overall satisfaction with Unleash.
- Users find the **difficulty of creating and using segments** to be a frustrating aspect of Unleash.
- Users note the **operational overhead of multiple on-prem instances** complicates transitions and adds complexity to workflows.

#### What Are Recent G2 Reviews of Unleash?

**["Versatile and Easy to Use, Highly Recommended"](https://www.g2.com/survey_responses/unleash-review-13188196)**

**Rating:** 5.0/5.0 stars

_— Narendra R._

[Read full review](https://www.g2.com/survey_responses/unleash-review-13188196)

**["Developer-Friendly, API-First Platform with Strong RBAC and Self-Hosting Control"](https://www.g2.com/survey_responses/unleash-review-13066489)**

**Rating:** 4.5/5.0 stars

_— Juan R._

[Read full review](https://www.g2.com/survey_responses/unleash-review-13066489)

### [VWO Testing](https://www.g2.com/products/wingify-vwo-testing/reviews)

Running an experimentation program is tricky. Whether your goal is to boost website conversion or improve user experience, there’s just so much you need to do to get things right. That’s why thousands of the world's leading enterprise brands like WMG, eBay, Ubisoft, Qualicorp, and others look to VWO for running and scaling their digital experimentation. VWO is the world’s leading web testing and conversion optimization platform that enables growing businesses to optimize their web experience across desktop, mobile, and other devices, to deliver a unique experience. Gathering user insights, prioritizing hypotheses, planning a roadmap, conducting tests, analyzing results - VWO lets you cover the whole 9 yards. VWO is thoughtfully designed for ease of experimentation. You can launch a test within minutes without any help from IT. With certifications including BS and ISO, VWO is fully GDPR compliant and provides robust security by design and default. With industry-leading 24/7 support and a 98% customer satisfaction rate, servicing a billion requests a day while ensuring 100% uptime – VWO is built for Enterprises! VWO’s global customer base includes brands like Vodafone, Samsung, Toyota, and eBay and has helped more than 4,500 brands across the globe to run over 600,000 experiments to date.

**Average Rating:** 4.4/5.0

**Total Reviews:** 915

#### How Do G2 Users Rate VWO Testing?

- **Multi-Environment Control:** 8.0/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 7.8/10 (Category avg: 8.8/10)
- **Quality of Support:** 9.0/10 (Category avg: 9.3/10)
- **Flag Management:** 7.8/10 (Category avg: 9.0/10)

#### Who Is the Company Behind VWO Testing?

- **Seller:** [VWO AB Tasty](https://www.g2.com/sellers/vwo-ab-tasty)
- **Year Founded:** 2009
- **HQ Location:** PARIS, France
- **Twitter:** @ABTasty  
11,859 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=999c5952730de78c29f193f07f381226dd70ea920bf7a7dae24e0466652c1a3f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1885711%2F&secure%5Burl_type%5D=linkedin_company_website)  
343 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager, Digital Marketing Manager
- **Top Industries:** Computer Software, Marketing and Advertising
- **Company Size:** 56% Medium, 26% Small

#### What Do G2 Reviewers Say About VWO Testing?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **user-friendly interface** of VWO Testing, allowing for easy management and quick access to support.
- Users appreciate the **responsive customer support** of VWO Testing, ensuring quick assistance during A/B testing processes.
- Users appreciate the **intuitive interface and visual editor** of VWO, making A/B testing seamless and efficient.
- Users find VWO Testing's **easy setup** helpful, facilitating quick and efficient A/B testing for all skill levels.
- Users value the **intuitive interface and seamless integration** of VWO Testing, enhancing efficient A/B testing for teams.

##### Cons

- Users feel VWO Testing has **limited features** , lacking comprehensive analytics and ease of data sharing for greater usability.
- Users feel that VWO Testing lacks **essential features** like complete traffic analytics and easy data sharing options.
- Users note the **limitations in reporting and integration** with other analytics tools hinder data accessibility and usability.
- Users find the **learning curve steep** with VWO Testing, which can be overwhelming for newcomers to navigate effectively.
- Users experience **slow performance** with VWO Testing, particularly when working with complex experiments or large datasets.

#### What Are Recent G2 Reviews of VWO Testing?

**["Amazing No-Code Visual Editor That Makes Test Variations Fast"](https://www.g2.com/survey_responses/vwo-testing-review-12795530)**

**Rating:** 5.0/5.0 stars

_— Miroslav P._

[Read full review](https://www.g2.com/survey_responses/vwo-testing-review-12795530)

**["Powerful A/B Testing Platform for Conversion Optimization"](https://www.g2.com/survey_responses/vwo-testing-review-12904486)**

**Rating:** 5.0/5.0 stars

_— Megha A._

[Read full review](https://www.g2.com/survey_responses/vwo-testing-review-12904486)

#### What Are G2 Users Discussing About VWO Testing?

- [What is VWO Testing used for?](https://www.g2.com/discussions/vwo-testing-what-is-vwo-testing-used-for)
- [What is VWO Testing used for?](https://www.g2.com/discussions/what-is-vwo-testing-used-for)
- [How do you perform an AB test?](https://www.g2.com/discussions/how-do-you-perform-an-ab-test)
- [How much does Vwo cost?](https://www.g2.com/discussions/how-much-does-vwo-cost)
- [How do you use a VWO?](https://www.g2.com/discussions/how-do-you-use-a-vwo) - 1 comment

### [ConfigCat](https://www.g2.com/products/configcat/reviews)

ConfigCat is a feature flag and remote configuration service that empowers developers to control and customize the functionality of their applications. With ConfigCat, you can easily toggle features on and off, alter their settings, and roll out updates to specific users or groups. Targeting is supported through attributes, percentage-based rollouts, and segmentation. ConfigCat is available for all major programming languages and frameworks, and can be accessed as a SaaS or self-hosted service. Additionally, we are fully compliant with GDPR and ISO 27001 standards.

**Average Rating:** 4.6/5.0

**Total Reviews:** 39

#### How Do G2 Users Rate ConfigCat?

- **Multi-Environment Control:** 9.4/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 9.1/10 (Category avg: 8.8/10)
- **Quality of Support:** 9.5/10 (Category avg: 9.3/10)
- **Flag Management:** 9.2/10 (Category avg: 9.0/10)

#### Who Is the Company Behind ConfigCat?

- **Seller:** [ConfigCat](https://www.g2.com/sellers/configcat)
- **Year Founded:** 2018
- **HQ Location:** Budapest, Hungary
- **Twitter:** @ConfigCat  
303 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=00fb9a168ce29ae1a9ac580ed216ea3d979b84af1b3719f15d29185882d47d3a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F27183510%2F&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 53% Small, 48% Medium

#### What Do G2 Reviewers Say About ConfigCat?

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **flexible pricing and robust feature management** of ConfigCat, facilitating seamless integrations and testing.
- Users find ConfigCat's **ease of use** remarkable, facilitating quick adoption and seamless integration across multiple products.
- Users value the **seamless A/B testing** capabilities of ConfigCat, enhancing their deployment strategy with ease and confidence.
- Users commend the **responsive and helpful customer support** of ConfigCat, enhancing their overall experience significantly.
- Users find **easy integrations** with ConfigCat simplify adoption, facilitating rapid implementation and seamless feature releases.

##### Cons

- Users face challenges with **feature flags management** , citing complexity and the need for improved organization and integration.
- Users find ConfigCat has **limited features** , lacking advanced analytics and robust A/B testing capabilities compared to competitors.
- Users find **customization difficult** in ConfigCat, struggling with manual entry and limited support for non-developer users.
- Users find the **UI to be complex** , posing challenges for non-developers and requiring improvements for better usability.
- Users find the **access restrictions cumbersome** , especially with manual entry and limited integrations affecting usability.

#### What Are Recent G2 Reviews of ConfigCat?

**["Separating deploying code from releasing features couldn't be simpler"](https://www.g2.com/survey_responses/configcat-review-7942570)**

**Rating:** 5.0/5.0 stars

_— Miska N._

[Read full review](https://www.g2.com/survey_responses/configcat-review-7942570)

**["Straightforward Feature Flags That Deliver Real Value"](https://www.g2.com/survey_responses/configcat-review-12370767)**

**Rating:** 4.0/5.0 stars

_— Keith H._

[Read full review](https://www.g2.com/survey_responses/configcat-review-12370767)

#### What Are G2 Users Discussing About ConfigCat?

- [What does Configcat do?](https://www.g2.com/discussions/what-does-configcat-do)
- [How do I use feature flags in GitLab?](https://www.g2.com/discussions/how-do-i-use-feature-flags-in-gitlab)
- [What are feature flags used for?](https://www.g2.com/discussions/what-are-feature-flags-used-for)
- [What is ConfigCat?](https://www.g2.com/discussions/what-is-configcat)

### [AB Tasty](https://www.g2.com/products/ab-tasty/reviews)

At AB Tasty, we’re your partner for pushing great ideas even further through optimization. We achieve this by empowering brands to build better experiences using personalization, experimentation, recommendations, search and the market’s only emotions-based segmentation solution. Our all-in-one platform offers web and API solutions for a unified approach to creating seamless experiences. We are a trusted partner in optimization and innovation to over 1,100 brands including Kering, McDonald’s, Ulta Beauty, L’Oreal, Disneyland Paris, LVMH, and many others. Our global team of experts is what sets us apart with an unmatched customer-first mindset embedded into company culture. To learn more, visit www.abtasty.com

**Average Rating:** 4.4/5.0

**Total Reviews:** 408

#### How Do G2 Users Rate AB Tasty?

- **Multi-Environment Control:** 7.5/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 7.7/10 (Category avg: 8.8/10)
- **Quality of Support:** 9.3/10 (Category avg: 9.3/10)
- **Flag Management:** 8.2/10 (Category avg: 9.0/10)

#### Who Is the Company Behind AB Tasty?

- **Seller:** [VWO AB Tasty](https://www.g2.com/sellers/vwo-ab-tasty)
- **Company Website:** www.abtasty.com
- **Year Founded:** 2009
- **HQ Location:** PARIS, France
- **Twitter:** @ABTasty  
11,859 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=999c5952730de78c29f193f07f381226dd70ea920bf7a7dae24e0466652c1a3f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1885711%2F&secure%5Burl_type%5D=linkedin_company_website)  
343 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager, Chef de projet digital
- **Top Industries:** Retail, Cosmetics
- **Company Size:** 51% Medium, 32% Large

#### What Do G2 Reviewers Say About AB Tasty?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of AB Tasty, benefiting from its intuitive interface and comprehensive support.
- Users value the **highly responsive customer support** from AB Tasty, which enhances testing and optimization processes.
- Users value the **flexibility and excellent support** of AB Tasty, enabling quick and easy A/B test setup.
- Users commend the **helpful customer support** and intuitive features of AB Tasty, enhancing testing efficiency and user experience.
- Users appreciate the **easy setup** of AB Tasty, enabling quick testing and personalisation without extensive development skills.

##### Cons

- Users note the absence of **native integrations** with Salesforce, complicating analytics and requiring manual workarounds.
- Users face **testing difficulties** with AB Tasty, as the responsive features and visual editor sometimes do not function accurately.
- Users find the **difficult learning** curve challenging, especially when trying to understand advanced features and statistical data.
- Users find the **learning curve steep** , making it challenging to navigate and fully utilize AB Tasty's features.
- Users express frustration over **missing integrations** , limiting analytics capabilities and complicating experiment tracking processes.

#### What Are Recent G2 Reviews of AB Tasty?

**["Fleshed-Out Web Optimization Platform with Promising AI and Fast Support"](https://www.g2.com/survey_responses/ab-tasty-review-13080126)**

**Rating:** 4.0/5.0 stars

_— Verified User in Higher Education_

[Read full review](https://www.g2.com/survey_responses/ab-tasty-review-13080126)

**["AB Tasty’s All-in-One Platform for Testing, Personalization, and Experimentation"](https://www.g2.com/survey_responses/ab-tasty-review-12668027)**

**Rating:** 5.0/5.0 stars

_— Aliya s._

[Read full review](https://www.g2.com/survey_responses/ab-tasty-review-12668027)

#### What Are G2 Users Discussing About AB Tasty?

- [What is AB Tasty used for?](https://www.g2.com/discussions/what-is-ab-tasty-used-for)
- [What is Flagship used for?](https://www.g2.com/discussions/what-is-flagship-used-for)

### [CloudBees](https://www.g2.com/products/cloudbees/reviews)

The Complete DevOps solution. CloudBees empowers your software delivery teams to transform your business. CloudBees solution brings together development, operations, IT, security, and business teams to: Create fast with scalable repeatable workflows. Continuously improve customer experiences by progressively delivering features with speed and control. Command everything with higher-order visibility, management, and intelligence across tools, teams, pipelines, and process... all at enterprise scale.

**Average Rating:** 4.4/5.0

**Total Reviews:** 591

#### How Do G2 Users Rate CloudBees?

- **Multi-Environment Control:** 9.1/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 9.0/10 (Category avg: 8.8/10)
- **Quality of Support:** 8.9/10 (Category avg: 9.3/10)
- **Flag Management:** 9.2/10 (Category avg: 9.0/10)

#### Who Is the Company Behind CloudBees?

- **Seller:** [CloudBees](https://www.g2.com/sellers/cloudbees)
- **Company Website:** www.cloudbees.com
- **Year Founded:** 2010
- **HQ Location:** San Jose, CA
- **Twitter:** @CloudBees  
39,175 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=637e9824f180597de93bcdab006cb33181c1a4a56704e6fab06c36941a894bbb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1189836%2F&secure%5Burl_type%5D=linkedin_company_website)  
486 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, DevOps Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 48% Large, 41% Medium

#### What Do G2 Reviewers Say About CloudBees?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend CloudBees for its **centralized management and robust security** , enhancing the CI/CD lifecycle for enterprises.
- Users value CloudBees for its **reliability and centralized management** , ensuring efficient CI/CD processes across large organizations.
- Users appreciate the **customization options** in CloudBees, enabling tailored workflows for diverse development needs.
- Users commend the **ease of use** of CloudBees, particularly for integration and managing complex workflows effectively.
- Users appreciate the **seamless integrations** with tools like GitHub, enhancing workflow automation and efficiency.

##### Cons

- Users find the **complex interface** of CloudBees challenging, complicating understanding and configuration of the tool.
- Users find the **complexity in understanding and configuration** of CloudBees can hinder their overall experience.
- Users face **complex setup** challenges with CloudBees, requiring time and specialized expertise for effective configuration.
- Users find the **complex user interface** of CloudBees challenging, complicating understanding and configuration for effective use.
- Users face **configuration issues** with CloudBees, which can complicate the setup and require specialized expertise.

#### What Are Recent G2 Reviews of CloudBees?

**["Enterprise-Grade Reliability with Developer-Friendly Innovation"](https://www.g2.com/survey_responses/cloudbees-review-12799588)**

**Rating:** 4.5/5.0 stars

_— Ruchi A._

[Read full review](https://www.g2.com/survey_responses/cloudbees-review-12799588)

**["Strong, Enterprise-Grade CI/CD for Centralized Jenkins Management"](https://www.g2.com/survey_responses/cloudbees-review-12497501)**

**Rating:** 4.5/5.0 stars

_— chandramohan K._

[Read full review](https://www.g2.com/survey_responses/cloudbees-review-12497501)

#### What Are G2 Users Discussing About CloudBees?

- [What is ElectricFlow?](https://www.g2.com/discussions/what-is-electricflow)
- [What is Jenkins CloudBees?](https://www.g2.com/discussions/what-is-jenkins-cloudbees) - 1 comment, 1 upvote
- [What is CloudBees flow?](https://www.g2.com/discussions/what-is-cloudbees-flow) - 1 comment

### [Optimizely Web Experimentation](https://www.g2.com/products/optimizely-web-experimentation/reviews)

Optimizely Web Experimentation enables marketers and product teams to run fast, scalable experiments and personalization campaigns—without heavy dependence on engineering resources. Easily test user interactions, refine digital experiences with data-backed decisions, and leverage edge delivery for lightning-fast experimentation. AI-powered agents to help you along the way as well. Optimizely provides a unified workspace where experimentation teams can seamlessly manage, collaborate, and gain full visibility into their testing programs. From designing experiments to analyzing results, teams can drive efficiency, enhance collaboration, and accelerate performance to create impactful digital experiences.

**Average Rating:** 4.2/5.0

**Total Reviews:** 401

#### How Do G2 Users Rate Optimizely Web Experimentation?

- **Multi-Environment Control:** 8.0/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 8.3/10 (Category avg: 8.8/10)
- **Quality of Support:** 8.0/10 (Category avg: 9.3/10)
- **Flag Management:** 8.3/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Optimizely Web Experimentation?

- **Seller:** [Optimizely](https://www.g2.com/sellers/optimizely-a5a01825-75d4-4ab9-84c1-3a421d75af81)
- **Company Website:** www.optimizely.com
- **Year Founded:** 1994
- **HQ Location:** New York
- **Twitter:** @Optimizely  
28,791 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9b877fa3065772381c052bb976f256a580c09677aa32950af20871588d995c76&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foptimizely%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,650 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Product Manager
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 47% Medium, 30% Large

#### What Do G2 Reviewers Say About Optimizely Web Experimentation?

_AI-generated summary from verified user reviews_

##### Pros

- Users admire the **intuitive interface** of Optimizely Web Experimentation, facilitating effortless A/B testing and optimization.
- Users love the **simple interface** of Optimizely Web Experimentation, facilitating easy management of complex A/B tests.
- Users value the **easy setup** of Optimizely, enabling effortless A/B testing and digital experience optimization.
- Users value the **robust features** of Optimizely Web Experimentation, balancing ease of use with advanced configuration options.
- Users value the **ease of running A/B tests** with Optimizely, making optimization straightforward without developer dependency.

##### Cons

- Users find the platform's **steep learning curve** challenging, requiring prior knowledge for effective experimentation setup.
- Users find Optimizely Web Experimentation's interface to be **difficult to learn** , necessitating assistance for effective use.
- Users find Optimizely Web Experimentation to have a **steep learning curve** , requiring technical knowledge for effective use.
- Users face **testing difficulties** with backlog management and interpreting metrics, hindering the overall experimentation process.
- Users find that **coding difficulties** complicate the setup of experiments, requiring more development work than anticipated.

#### What Are Recent G2 Reviews of Optimizely Web Experimentation?

**["Simple, Fast Experimentation Backed by Real Data"](https://www.g2.com/survey_responses/optimizely-web-experimentation-review-12607590)**

**Rating:** 4.5/5.0 stars

_— Sai Anusha K._

[Read full review](https://www.g2.com/survey_responses/optimizely-web-experimentation-review-12607590)

**["Effortless A/B Testing with Easy Setup"](https://www.g2.com/survey_responses/optimizely-web-experimentation-review-12707211)**

**Rating:** 4.0/5.0 stars

_— Emin U._

[Read full review](https://www.g2.com/survey_responses/optimizely-web-experimentation-review-12707211)

#### What Are G2 Users Discussing About Optimizely Web Experimentation?

- [What is Optimizely Web Experimentation used for?](https://www.g2.com/discussions/what-is-optimizely-web-experimentation-used-for)
- [What is feature flags in DevOps?](https://www.g2.com/discussions/what-is-feature-flags-in-devops)
- [What is a feature test?](https://www.g2.com/discussions/what-is-a-feature-test)
- [What is feature management?](https://www.g2.com/discussions/what-is-feature-management)
- [What is optimizely used for?](https://www.g2.com/discussions/optimizely-web-experimentation-what-is-optimizely-used-for)

### [Optimizely Feature Experimentation](https://www.g2.com/products/optimizely-feature-experimentation/reviews)

Optimizely Feature Experimentation is a full-stack experimentation and feature management platform built for product, engineering, and data teams. Run A/B and multivariate tests across web, mobile, and server-side environments from a single SDK. Feature flags, audience targeting, and real-time results all come built in. The Stats Engine supports multiple statistical methods, including sequential testing, Bayesian, and frequentist (fixed horizon), so teams can choose the approach that fits their traffic, goals, and decision-making style. Results stay valid throughout, with false discovery rate controls and outlier smoothing built in. Multi-armed bandits automatically shift traffic to winning variations. AI agents review experiments before launch, generate variations, and surface insights from results. From controlled rollouts and instant rollbacks to full-stack experimentation across every digital surface, Optimizely compresses the cycle from hypothesis to validated decision. Teams ship faster and learn with every release.

**Average Rating:** 4.3/5.0

**Total Reviews:** 117

#### How Do G2 Users Rate Optimizely Feature Experimentation?

- **Multi-Environment Control:** 8.6/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 8.5/10 (Category avg: 8.8/10)
- **Quality of Support:** 8.1/10 (Category avg: 9.3/10)
- **Flag Management:** 8.6/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Optimizely Feature Experimentation?

- **Seller:** [Optimizely](https://www.g2.com/sellers/optimizely-a5a01825-75d4-4ab9-84c1-3a421d75af81)
- **Year Founded:** 1994
- **HQ Location:** New York
- **Twitter:** @Optimizely  
28,791 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9b877fa3065772381c052bb976f256a580c09677aa32950af20871588d995c76&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foptimizely%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,650 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Senior Software Engineer
- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 50% Medium, 26% Small

#### What Do G2 Reviewers Say About Optimizely Feature Experimentation?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Optimizely Feature Experimentation to have **exceptional ease of use** , facilitating seamless integration and insightful analytics.
- Users value the **effortless experimentation** with Optimizely, enabling optimized features and enhanced decision-making through valuable insights.
- Users value the **intuitive interface and real-time insights** of Optimizely, enhancing data-driven decision-making in experiments.
- Users value the **comprehensive tools** of Optimizely Feature Experimentation for optimizing digital experiences and data-driven decisions.
- Users find **implementation ease** appealing, making it simple to manage experiments and feature flags efficiently.

##### Cons

- Users face **difficulty of use** due to complex implementation and challenges in tracking event counts effectively.
- Users find Optimizely Feature Experimentation to be **too expensive** , especially for solopreneurs and smaller businesses.
- Users find the **learning curve steep** due to the need for prior A/B testing knowledge and technical skills.
- Users experience a **steep learning curve** with Optimizely Feature Experimentation, making implementation challenging and time-consuming.
- Users find the **complex features** challenging to navigate, impacting usability and requiring developer support.

#### What Are Recent G2 Reviews of Optimizely Feature Experimentation?

**["Easy to use, complicated to implement"](https://www.g2.com/survey_responses/optimizely-feature-experimentation-review-10949890)**

**Rating:** 4.0/5.0 stars

_— Giovanni L._

[Read full review](https://www.g2.com/survey_responses/optimizely-feature-experimentation-review-10949890)

**["Very good to control roles and permission"](https://www.g2.com/survey_responses/optimizely-feature-experimentation-review-10989663)**

**Rating:** 5.0/5.0 stars

_— Matheus S._

[Read full review](https://www.g2.com/survey_responses/optimizely-feature-experimentation-review-10989663)

#### What Are G2 Users Discussing About Optimizely Feature Experimentation?

- [What is optimizely experiment?](https://www.g2.com/discussions/what-is-optimizely-experiment)
- [Is optimizely open source?](https://www.g2.com/discussions/is-optimizely-open-source) - 1 comment
- [What is the use of optimizely?](https://www.g2.com/discussions/what-is-the-use-of-optimizely)
- [What is Optimizely Full Stack?](https://www.g2.com/discussions/what-is-optimizely-full-stack)

### [Flagsmith](https://www.g2.com/products/flagsmith/reviews)

Flagsmith is an open-source feature management platform that lets developers release with confidence. We work with security-conscious organisations across the world to help them securely transition to modern feature management and software development. Ship faster and control releases with feature flag management: Change the way your team releases software. Roll out, segment, and optimise—with granular control. Stay secure with on-premise and private cloud hosting.

**Average Rating:** 4.8/5.0

**Total Reviews:** 37

#### How Do G2 Users Rate Flagsmith?

- **Multi-Environment Control:** 8.8/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 9.0/10 (Category avg: 8.8/10)
- **Quality of Support:** 9.6/10 (Category avg: 9.3/10)
- **Flag Management:** 9.4/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Flagsmith?

- **Seller:** [Flagsmith](https://www.g2.com/sellers/flagsmith)
- **Year Founded:** 2018
- **HQ Location:** London, England
- **Twitter:** @GetFlagsmith  
517 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=df3736dfe96b1e4d34c46f8ec6946435285290b3ff88d3e54cff452d2e5b33c2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fflagsmith%2F&secure%5Burl_type%5D=linkedin_company_website)  
26 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 62% Small, 27% Medium

#### What Do G2 Reviewers Say About Flagsmith?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **collaborative support** from Flagsmith, enhancing integration and ensuring a seamless experience for teams.
- Users commend Flagsmith's **excellent customer support** , highlighting their responsiveness and genuine investment in user success.
- Users find Flagsmith to offer **ease of use** , combining powerful features with a simple, efficient experience.
- Users highlight the **easy integrations** of Flagsmith, facilitating smooth deployments and aligning with modern development practices.
- Users value the **power and simplicity** of Flagsmith, enabling seamless feature rollouts and excellent support.

##### Cons

- Users desire more **built-in analytics** , as current features feel limited and could enhance their overall experience.
- Users find **integration difficulties** with JAM stack providers like Vercel a notable drawback of Flagsmith.
- Users face **integration issues** with JAM stack providers like Vercel, which may hinder their overall experience.
- Users desire **more built-in analytics** from Flagsmith to enhance their experience beyond basic feature flags.
- Users desire more **built-in analytics and experimentation features** to enhance the functionality of Flagsmith.

#### What Are Recent G2 Reviews of Flagsmith?

**["An efficient way to split your release from your deployment cycles"](https://www.g2.com/survey_responses/flagsmith-review-11311219)**

**Rating:** 4.5/5.0 stars

_— Olivier H._

[Read full review](https://www.g2.com/survey_responses/flagsmith-review-11311219)

**["Empowering Safe, Fast, and Controlled Feature Releases"](https://www.g2.com/survey_responses/flagsmith-review-11621710)**

**Rating:** 4.5/5.0 stars

_— Dan B._

[Read full review](https://www.g2.com/survey_responses/flagsmith-review-11621710)

#### What Are G2 Users Discussing About Flagsmith?

- [What is Flagsmith used for?](https://www.g2.com/discussions/what-is-flagsmith-used-for) - 1 comment, 1 upvote

### [Amplitude Feature Experimentation](https://www.g2.com/products/amplitude-feature-experimentation/reviews)

Part of the Amplitude AI Analytics Platform, Amplitude Feature Experimentation lets you test and control your products with the same user data in your analytics. Roll out tests quicker and get more meaningful results that drive product growth. Feature Experimentation makes it easy for product teams, data teams, engineering teams, or any team to run better tests: • Self-service experimentation guides you through designing, shipping, and seeing results—no engineering resources needed • Performance capabilities like T-tests, CUPED, and multi-arm bandits let you test rigorously without sacrificing control or performance • Target precisely with behavioral cohorts and identity resolution that fuel personalize at scale • Smarter feature flags are as easy to deploy to user segments as they are to roll back • Unlock a culture of experimentation with increased testing velocity and results you can share across your org And with Feature Experimentation integrated in the rest of the Amplitude platform, your tests connect seamlessly with your insights. Spin up a conversion test from a funnel chart, watch tester behavior in session replays, and retarget based on experiment data. Plus, you can consolidate your tech stack. Amplitude Feature Experimentation is a smarter, faster way to test and innovate. Ditch the guesswork and discover what really drives growth.

**Average Rating:** 4.1/5.0

**Total Reviews:** 42

#### How Do G2 Users Rate Amplitude Feature Experimentation?

- **Multi-Environment Control:** 8.8/10 (Category avg: 8.7/10)
- **Rollout & Rollback Control:** 9.0/10 (Category avg: 8.8/10)
- **Quality of Support:** 7.7/10 (Category avg: 9.3/10)
- **Flag Management:** 8.8/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Amplitude Feature Experimentation?

- **Seller:** [Amplitude](https://www.g2.com/sellers/amplitude)
- **Company Website:** amplitude.com
- **Year Founded:** 2012
- **HQ Location:** San Francisco, CA
- **Twitter:** @Amplitude\_HQ  
22,465 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=41bec496bc5bd1d0a5d1edf21b69b85780517f04e14dae957599909e0aa05913&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3626155%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,003 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager
- **Top Industries:** Computer Software
- **Company Size:** 60% Medium, 30% Small

#### What Do G2 Reviewers Say About Amplitude Feature Experimentation?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **seamless integration** of Amplitude Feature Experimentation with dashboards, enhancing A/B testing and analytics precision.
- Users appreciate the **in-depth analytics** from Amplitude Feature Experimentation, enhancing understanding of user behavior and performance.
- Users find Amplitude Feature Experimentation **easy to use** , with quick setup and seamless control over experiments.
- Users value the **ease of setting up A/B tests** with Amplitude, allowing quick and effective experimentation.
- Users appreciate the **easy setup** of Amplitude Feature Experimentation, making it simple to initiate experiments and analyze data.

##### Cons

- Users experience **limitations in user triangulation and cohort export** , hindering effective experimentation and analysis processes.
- Users find the **complex features** of Amplitude Feature Experimentation overwhelming and sometimes confusing to navigate effectively.
- Users find the **complexity** of features in Amplitude Feature Experimentation overwhelming and sometimes confusing to navigate.
- Users find **missing features** in Amplitude Feature Experimentation, including advanced statistical methods and export options, limiting its usability.
- Users highlight a **need for improvement** in UI/UX support and self-service features to enhance performance.

#### What Are Recent G2 Reviews of Amplitude Feature Experimentation?

**["Deep Amplitude Integration Makes Experimentation and Follow-Up Analysis Easy"](https://www.g2.com/survey_responses/amplitude-feature-experimentation-review-12887991)**

**Rating:** 4.0/5.0 stars

_— Mike R._

[Read full review](https://www.g2.com/survey_responses/amplitude-feature-experimentation-review-12887991)

**["Seamless Experiment Setup with Robust, Statistically Backed Results"](https://www.g2.com/survey_responses/amplitude-feature-experimentation-review-12889763)**

**Rating:** 4.5/5.0 stars

_— Sourabh A._

[Read full review](https://www.g2.com/survey_responses/amplitude-feature-experimentation-review-12889763)

#### What Are G2 Users Discussing About Amplitude Feature Experimentation?

- [Is SaaS an amplitude?](https://www.g2.com/discussions/is-saas-an-amplitude)
- [Does amplitude have AB testing?](https://www.g2.com/discussions/does-amplitude-have-ab-testing)
- [What is amplitude technology?](https://www.g2.com/discussions/what-is-amplitude-technology)
- [What is amplitude software used for?](https://www.g2.com/discussions/what-is-amplitude-software-used-for)

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[Browse Feature Management Themes](/categories/feature-management/themes)

 ![Adam Crivello](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adam Crivello")
AC

Researched and written by [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)

Updated October 3, 2024

Feature management software facilitates the orchestration of feature rollouts and rollbacks for deployed applications. Developers use this software to manage feature flags, or “toggles," that control whether a given feature is live in an application. Feature management software relieves the logistical complexities of managing feature flags by providing a centralized hub for granular control and monitoring.

Development teams can also use feature management software to perform [A/B testing](https://www.g2.com/categories/a-b-testing) by selectively rolling out features to specific target groups among their user base, and then tracking performance and other metrics.

To qualify for inclusion in the Feature Management category, a product must:

- Provide a centralized hub for feature flag management
- Allow users to perform selective feature rollouts and rollbacks
- Allow teams to monitor live features for issues

Top Tools at a Glance

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Deployment-decoupled feature rollout with kill-switch control

 | 

User Review

"Quick No-Code Changes using LaunchDarkly"

 |
| 

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Experiment-integrated feature gating with statistical rigor

 | 

User Review

"Statsig is the best experimentation tool on the planet"

 |
| 

 | 

Flag-gated rollouts with built-in product analytics

 | 

User Review

"PostHog Gives a Complete, Connected View of the Customer Journey"

 |
| 

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Consolidated feedback-to-roadmap loop with customer voting

 | 

User Review

"Great product, even better team behind it"

 |
| 

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Deployment-decoupled feature rollout with CI/CD pipelines

 | 

User Review

"Harness - World of automation"

 |
| 

 | 

Trunk-based rollouts with production kill-switch control

 | 

User Review

"Versatile and Easy to Use, Highly Recommended"

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| 

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Controlled feature rollout via flag-based experimentation

 | 

User Review

"Amazing No-Code Visual Editor That Makes Test Variations Fast"

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| 

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Progressive feature rollouts decoupled from deployment

 | 

User Review

"Separating deploying code from releasing features couldn't be simpler"

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| 

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Server-side feature flagging with automated rollback

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User Review

"AB Tasty’s All-in-One Platform for Testing, Personalization, and Experimentation"

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