Best Big Data Integration Platforms for Small Business - Page 3

How Many Big Data Integration Platforms Products Does G2 Track?

Total Products under this Category: 137

Category Stats (Nov 2026)

  • Average Rating: 4.51/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: The Cognite AI & Data Platform (+1.39%) - Among all products in this category, The Cognite AI & Data Platform recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Big Data Integration Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 11,200+ Authentic Reviews
  • 137+ 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 Big Data Integration Platforms

G2 Grid® for Big Data Integration Platforms plotting products by satisfaction and market presence

Highlighted products: Alteryx, Google Cloud BigQuery, Fivetran, Informatica Data Integration and Engineering, Maia, Amazon Redshift, dbt, and Snowflake.

Underlying data: [Grid® JSON](https://www.g2.com/categories/big-data-integration-platforms/grids.json?focus%5B%5D=alteryx&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=fivetran&focus%5B%5D=informatica-data-integration-and-engineering&focus%5B%5D=matillion-maia&focus%5B%5D=amazon-redshift&focus%5B%5D=dbt&focus%5B%5D=snowflake&segment=small-business)

Qlik Replicate

Qlik Replicate (formerly Attunity Replicate) empowers organizations to accelerate data replication, ingestion and streaming across a wide variety of heterogeneous databases, data warehouses, and big data platforms. Used by hundreds of enterprises worldwide, Qlik Replicate moves your data easily, securely, and efficiently with minimal operational impact. Qlik Replicate provides automated, real-time, and universal data integration across all major source endpoints such as databases, systems like SAP, mainframes and Salesforce and delivers data to streaming systems, data warehouses, and data lakes. On-premises and in the cloud. Qlik Replicate is different and Enterprise-Ready. It moves data at high speed from source to target, simply and easily, and offers a single pane of glass monitoring of your data pipelines across the enterprise, all managed through a graphical interface that completely automates end-to-end replication. With our streamlined and agentless configuration, your administrators and data architects can quickly set up, control, and monitor bulk loads and real-time updates with automated change data capture (CDC) at scale.

Average Rating: 4.3/5.0

Total Reviews: 94

How Do G2 Users Rate Qlik Replicate?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.0/10)
  • Quality of Support: 8.0/10 (Category avg: 8.9/10)
  • Ease of Use: 8.4/10 (Category avg: 8.9/10)
  • Ease of Admin: 8.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Qlik Replicate?

  • Seller: Qlik
  • Year Founded: 1993
  • HQ Location: Radnor, PA
  • LinkedIn® Page: www.linkedin.com
    4,399 employees on LinkedIn®
  • Phone: 1 (888) 994-9854

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 42% Large, 35% Medium

What Do G2 Reviewers Say About Qlik Replicate?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the robust functionality and user-friendly interface of Qlik Replicate, enhancing data replication efficiency and simplicity.
  • Users value the wide database support of Qlik Replicate, enhancing data import efficiency and consistency.
  • Users value the easy integrations of Qlik Replicate, enabling seamless connectivity across diverse systems and platforms.
  • Users appreciate the scalability of Qlik Replicate, allowing effortless replication of millions of data efficiently.
  • Users highlight the automation capabilities of Qlik Replicate, making it a top choice for data management.
Cons
  • Users find the complex setup of Qlik Replicate time-consuming, requiring significant effort to learn and configure.
  • Users find the learning difficulty of Qlik Replicate challenging due to its complex configuration and setup requirements.
  • Users find the difficult setup of Qlik Replicate time-consuming due to its extensive system and environment requirements.
  • Users find Qlik Replicate to be expensive, noting high costs and time-consuming setup and learning processes.
  • Users note that the data security of Qlik Replicate lacks advancement and needs improvements for better protection.

What Are Recent G2 Reviews of Qlik Replicate?

What Are G2 Users Discussing About Qlik Replicate?

Qubole

Qubole is the open data lake company that provides a simple and secure data lake platform for machine learning, streaming, and ad-hoc analytics. No other platform provides the openness and data workload flexibility of Qubole while radically accelerating data lake adoption, reducing time to value, and lowering cloud data lake costs by 50 percent. Qubole’s Platform provides end-to-end data lake services such as cloud infrastructure management, data management, continuous data engineering, analytics, and machine learning with near-zero administration. Qubole is trusted by leading brands such as Expedia, Disney, Oracle, Gannett and Adobe to spur innovation and to transform their businesses for the era of big data. For more information, visit us at www.qubole.com.

Average Rating: 4.0/5.0

Total Reviews: 237

How Do G2 Users Rate Qubole?

  • Has the product been a good partner in doing business?: 8.1/10 (Category avg: 9.0/10)
  • Quality of Support: 7.9/10 (Category avg: 8.9/10)
  • Ease of Use: 7.8/10 (Category avg: 8.9/10)
  • Ease of Admin: 7.6/10 (Category avg: 8.5/10)

Who Is the Company Behind Qubole?

  • Seller: Qubole
  • Year Founded: 2011
  • HQ Location: Santa Clara, CA
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Data Scientist
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Large, 44% Medium

What Are Recent G2 Reviews of Qubole?

What Are G2 Users Discussing About Qubole?

Riva

Riva captures and connects trusted client context from emails, calendars, meetings, and voice notes to the CRM. It brings that context and AI into the systems where client-facing teams work, helping them use the full relationship story without disrupting established workflows. For regulated, relationship-driven enterprises, Riva combines governed activity capture, meeting intelligence, and embedded access to client-owned agents to reduce manual work and improve user adoption, client engagement, and operational. With Riva, teams improve performance without compromising the data quality, governance, and continuity that regulated enterprises require. With over 15 years of experience serving teams in complex regulated environments, Riva supports more than 650 enterprises and fast-growing companies. Contact us if you're looking to capture, connect, and put trusted client context to work across your CRM, AI, and engagement workflows. https://rivaengine.com/

Average Rating: 4.1/5.0

Total Reviews: 106

How Do G2 Users Rate Riva?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.0/10)
  • Quality of Support: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 8.4/10 (Category avg: 8.9/10)
  • Ease of Admin: 8.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Riva?

Who Uses This Product?

  • Top Industries: Financial Services, Banking
  • Company Size: 41% Medium, 31% Small

What Do G2 Reviewers Say About Riva?

AI-generated summary from verified user reviews

Pros
  • Users value the high accuracy in data processing and evaluation, enhancing their workflow and error management.
  • Users appreciate the time-saving automation of Riva, enhancing productivity and streamlining workflows effortlessly.
  • Users appreciate the automation capabilities of Riva, which streamline workflows and enhance productivity significantly.
  • Users appreciate the seamless CRM integration of Riva, enhancing productivity through reliable data synchronization.
  • Users commend Riva's expert customer support, noting its responsiveness and high level of expertise throughout their experience.
Cons
  • Users find the automatic integration frustrating, as it limits manual control when necessary for tasks.
  • Users express frustration with AI limitations in Riva, as it hinders manual control when necessary.
  • Users express frustration with the automation difficulty of Riva, finding it challenging to perform tasks manually when needed.
  • Users dislike the automation issues causing difficulties when manual intervention is required.
  • Users find the installation process complicated, often requiring additional support to complete successfully.

What Are Recent G2 Reviews of Riva?

What Are G2 Users Discussing About Riva?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

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Peregrine Connect

Peregrine Connect is one of the leading integration platforms that enables businesses to simplify the design, deployment, hosting, management of applications, APIs, and workflows. The platform secures the most critical integrations and business processes with actionable visibility, pinpoint diagnostics, alerting and unified control across your entire organization. Peregrine Connect enables your Microsoft .NET Core resources to be reused and extended to further simplify the integration of applications and the automation of critical business functions. The Peregrine Connect product portfolio encompasses Neuron ESB, FlightPath Data Mapper Management Suite, Design Studio, and NetSuite PSA Add-In for Microsoft Project. Peregrine Connect offers an innovative set of connectors for popular enterprise applications. It provides robust data integration features and a simple yet flexible UI to design & execute integrations for organizations of all sizes. Customers benefit from a superior development experience, better performance, reduced complexity, and immediate time-to-value. Peregrine Connect customers deploy projects in a matter of weeks rather than months with clients around the globe in a variety of industries. To learn more, visit http://www.peregrineconnect.com

Average Rating: 4.4/5.0

Total Reviews: 91

How Do G2 Users Rate Peregrine Connect?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.0/10)
  • Quality of Support: 8.4/10 (Category avg: 8.9/10)
  • Ease of Use: 8.5/10 (Category avg: 8.9/10)
  • Ease of Admin: 8.4/10 (Category avg: 8.5/10)

Who Is the Company Behind Peregrine Connect?

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Large, 35% Medium

What Are Recent G2 Reviews of Peregrine Connect?

What Are G2 Users Discussing About Peregrine Connect?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated
Reviews & FAQs

Reviews Summary: The Best Big Data Integration Platforms Software for Small-Business Businesses

Thanks to 10497 Big Data Integration Platforms software reviews and associated data from users working for small-sized companies, at G2 we have some of the most definitive data on the best Big Data Integration Platforms software for the smaller space. We have identified 34 individual Big Data Integration Platforms products offering the features, pricing and support that Small-Business companies look for when comparing Big Data Integration Platforms software and solutions. These reviews are generated using the qualitative and quantitative feedback from G2 members working in small-sized companies and who have used these Big Data Integration Platforms software products.

When G2 reviewers submit their Big Data Integration Platforms software reviews, they often provide information on the type of company they work for and what market segment they belong to. We break these different market segments into three distinct groups:

  • Small Business Big Data Integration Platforms Software Reviews (< 50 employees)
  • smaller Big Data Integration Platforms Software Reviews (51-1,000 employees)
  • Enterprise Big Data Integration Platforms Software Reviews (1,001+ employees)

smaller businesses have their own unique requirements when it comes to Big Data Integration Platforms software compared to small or enterprise companies. That is why these individual small-sized company Big Data Integration Platforms software reviews are especially helpful when comparing product set up, ease of use and overall cost.

Below you will find FAQs and review snippets for Big Data Integration Platforms software products that work well in smaller environments. These reviews are written by real G2 users working for these Small-Business companies who have real-world experience with these Big Data Integration Platforms software products.

FAQs About Big Data Integration Platforms Software for Small-Business Businesses

Q. What are the best Big Data Integration Platforms software products for small-sized businesses, according to G2 reviewers?
  • Alteryx - 4.5-stars, 102 reviews (15% from smaller reviewers)
  • Google Cloud BigQuery - 4.5-stars, 143 reviews (26% from smaller reviewers)
  • Fivetran - 4.3-stars, 214 reviews (26% from smaller reviewers)
  • Informatica Data Integration and Engineering - 4.2-stars, 27 reviews (21% from smaller reviewers)
  • Snowflake - 4.5-stars, 53 reviews (12% from smaller reviewers)
Q. What are the least-liked Big Data Integration Platforms software products for professionals at small-sized companies, based on the overall G2 rating?
  • Peregrine Connect - 4.5-stars, 15 reviews (21% from smaller reviewers)
  • Riva - 4.0-stars, 18 reviews (33% from smaller reviewers)
  • Qubole - 4.0-stars, 11 reviews (6% from smaller reviewers)
  • ClicData - 4.4-stars, 13 reviews (52% from smaller reviewers)
  • Qlik Replicate - 4.1-stars, 16 reviews (21% from smaller reviewers)
Q. What are the highest-rated Big Data Integration Platforms software tool features according to employees at Small-Business companies?
  • Not enough data to answer this question.
Q. What are the features that are rated lowest by employees at Small-Business companies?
  • Not enough data to answer this question.
Q. How many Big Data Integration Platforms software reviews are from users working in smaller companies?

1323 out of all Big Data Integration Platforms software reviews on G2 are from users working in Small-Business companies (13%).

Here's What Reviewers Working at smaller Businesses Have to Say About Big Data Integration Platforms Software

What Small-Business Professionals Liked What Small-Business Professionals Disliked

5X: “Their comprehensive user interface helps us accomplish tasks more quickly and provides better visibility into each step of our data operations. The 5X data platform is a plug and play solution, offering a unified space to reliably build, monitor, and maintain data flows for business analytics. With native integration of top-tier data tools, 5X provides the flexibility to deploy and build according to our business needs, enhancing collaboration within our teams.<br><br>In addition, they also offer an out of the box consulting services, with experts who act as a part of our internal team when we need to achieve business objectives within a limited timeframe.”

Read Review

Google Cloud BigQuery: “It is often difficult to navigate the interface, especially if there is a greater amount of content coming in to manage. Consequently, the invoicing and the pricing to manage this content increases which can become overwhelming and difficult to track.”

Read Review

Keboola: “I like Keboola's clear interface and the wide range of data connections. The ready-made connections to services like Google Analytics and ERP systems are very good. It simplifies working with data, allowing us to get data from the system with just a few clicks.”

Read Review

IBM StreamSets: “While IBM StreamSets is powerful, it can sometimes be complex to troubleshoot issues in large pipelines, and performance tuning may require additional effort for very high-volume data loads.”

Read Review

IBM StreamSets: “Easy integration with different endpoints”

Read Review

Fivetran: “Providers break very often. It takes weeks for support to resolve such issues. It takes days for support to respond to urgent issues Some API methods have ridiculous designs, e.g. updating the schema: you have to perform 7 API calls in a row to achieve a single change in the config. There's no API versioning; requests and responses just get updated. Pricing is extreme. Self-hosted solutions, for example, Airbyte, are identical in terms of setup and maintenance efforts, but you only pay for hosting. Last, but not least, it's not fast at all.”

Read Review

Recommendations To Others Problems Solved & Benefits

Alteryx: “Download the trial and test it. You will be amazed. It is the complete package for people who work with data. Go and visit Alteryx Community @ http://community.alteryx.com. You'll find all sorts of materials, help, lessons and great people willing to help.”

Read Review

Fivetran: “Fivetran helps us quickly get data from various sources in a usable format, making it easy to create new connectors.”

Read Review

Alteryx: “Get signed up for a demo or a free trial, it will very likely prove value in that short space of time.”

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Alteryx: “Alteryx solves our biggest headache: data fragmentation. In online marketing, our customer data is scattered across MySQL, PostgreSQL, SQL Server, and endless campaign CSVs and Excel tracking sheets. Instead of writing complex cross-database scripts or manually stitching spreadsheets together, Alteryx lets us blend all these disparate sources in one visual tool. The biggest benefit is automation and time saved, it turns hours of tedious weekly data prep into a repeatable pipeline that feeds clean, standardized metrics directly into our customer analytics dashboards.”

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Adverity: “Useful ETL Tool for basic purposes integrating all platform costs. I recommend it.”

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Maia: “Maia helps us streamline data integration and ETL processes by providing faster access to information, troubleshooting support, and guidance on data engineering tasks. It reduces the time spent researching solutions, improves productivity, and helps resolve technical issues more efficiently. This enables faster delivery of data pipelines, better decision-making, and improved operational efficiency.”

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