# Best Analytics Platforms with Traditional Capabilities - Page 2

## How Many Analytics Platforms Products Does G2 Track?

**Total Products under this Category:** 371

### Category Stats (Aug 2026)

- **Average Rating:** 4.5/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Aible (+4.36%) - Among all products in this category, Aible recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Analytics Platforms Products?

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

- 30 Analysts and Data Experts
- 28,900+ Authentic Reviews
- 371+ 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 Analytics Platforms
 ![G2 Grid® for Analytics Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/analytics-platforms/grids.png?focus%5B%5D=29364&focus%5B%5D=1213&focus%5B%5D=10470&focus%5B%5D=1327283&focus%5B%5D=989&focus%5B%5D=604&focus%5B%5D=5048&focus%5B%5D=27024)

Highlighted products: Microsoft Power BI, Tableau, Databricks, SAS Viya, Alteryx, Domo, Looker, and Kyvos Semantic Layer.

Underlying data: [Grid® JSON](https://www.g2.com/categories/analytics-platforms/grids.json?focus%5B%5D=microsoft-microsoft-power-bi&focus%5B%5D=tableau&focus%5B%5D=databricks&focus%5B%5D=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=domo&focus%5B%5D=looker&focus%5B%5D=kyvos-semantic-layer)

**Sponsored**

### Smartsheet

Smartsheet is an Intelligent Work Management Platform that revolutionizes how you manage projects, portfolios, and processes. The Smartsheet AI-powered platform delivers adaptability, sophisticated experiences, and enterprise-grade rigor to support work across industries — from service delivery to construction, clinical trials, and marketing campaigns. Designed to meet demanding requirements, it helps organizations drive efficiency, accelerate innovation, and stay competitive. Over 85% of Fortune 500 companies trust Smartsheet to align their resources to improve efficiency, agility, and collaboration in today’s ever-changing world of work.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=620&secure%5Bchosen_at%5D=2026-08-09T23%3A28%3A55Z&secure%5Bdisplayable_resource_id%5D=2360&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=530&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=530&secure%5Bresource_id%5D=620&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fanalytics-platforms%3Ffilters%255BSetup%255D%255B%255D%3D373%26page%3D2&secure%5Btoken%5D=6eb977a4ff222d16474a2c5dd8bba49d578169dd21e23268e612f4c0dbc8917f&secure%5Burl%5D=https%3A%2F%2Fwww.smartsheet.com%2Fs%2Fproject-management%3Futm_source%3DG2%26utm_medium%3Daffiliate%26utm_campaign%3Daff-pm-us-ca-g2&secure%5Burl_type%5D=custom_url)

### [Knowage](https://www.g2.com/products/knowage/reviews)

Knowage is open source business analytics software.

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Knowage?

- **Seller:** [Engineering Ingegneria Informatica](https://www.g2.com/sellers/engineering-ingegneria-informatica)
- **Year Founded:** 1980
- **HQ Location:** Roma, Lazio
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=28d1028167c21a5210a799e87eb93a8bc4abc23afffadea573b2c10b5bce55ce&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fengineering-group%2F&secure%5Burl_type%5D=linkedin_company_website)  
11,721 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

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

**["An Evaluation of Knowledge by a User with an Accounting Background"](https://www.g2.com/survey_responses/knowage-review-8762835)**

**Rating:** 4.0/5.0 stars

_— Nisha V._

[Read full review](https://www.g2.com/survey_responses/knowage-review-8762835)

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[Browse Analytics Platforms Themes](/categories/analytics-platforms/themes)

Below are the top-rated Analytics Platforms with Traditional capabilities, as verified by G2’s Research team. Real users have identified Traditional as an important function of Analytics Platforms. Compare different products that offer this feature so you can decide which is best for your business needs.

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