What is the best data analysis product?

PostHog is the top-rated data analysis product with a score of 62/100 on Unfragile.

How many data analysis products are there?

Unfragile indexes 577 data analysis products, ranked by real usage data.

Best Data Analysis (2026) | Unfragile

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Data Analysis

577 tools · Browse 577 data analysis AI artifacts on Unfragile.

Avg score: 54/100

12 free

4 freemium

2 open source

PostHog

62/100Free

Open-source product analytics with LLM observability — traces, costs, evals unified with product metrics.

ClickHouse MCP Server

56/100

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Free

Official ClickHouse MCP — read-only SQL analytics over ClickHouse and chDB for agents.

MCP Server

Jupyter

61/100Free

Full Jupyter notebook support in VS Code.

Extension

FinGPT Agent

61/100Free

Open-source AI agent for financial analysis.

Agent

Hex

55/100Free

Collaborative data workspace with AI-powered analysis.

Database Client

59/100Free

Universal database client for VS Code.

Extension

Observable

55/100Free

Reactive data visualization notebooks with AI.

Web App

Monte Carlo

55/100Free

Enterprise data observability with ML-powered anomaly detection.

Julius AI

55/100Free

AI data analysis — upload data, ask questions, automated visualization and statistical analysis.

all-mpnet-base-v2

57/100Free

sentence-similarity model by undefined. 3,61,53,768 downloads.

Model

Whoop

49/100Paid

Optimize fitness, sleep, and recovery with real-time health...

Upheal

49/100Paid

Revolutionizes therapy note-taking with AI, enhancing care through insightful...

Sensible.so

49/100Paid

Transforms documents into actionable data with advanced extraction...

Perigon

49/100Paid

Transform massive data into real-time, actionable...

CoreLogic

49/100Paid

Unveil real estate insights with predictive analytics and geospatial...

Abridge

51/100Paid

Revolutionizes healthcare documentation, saving time, enhancing care, Epic-integrated...

bge-m3

55/100Free

sentence-similarity model by undefined. 2,04,74,507 downloads.

Model

Tradytics

48/100Free

Empowers traders with Wall Street-grade analytics, AI insights, and a supportive...

FloQast

49/100Paid

Streamline financial closes with AI, real-time dashboards, and ERP...

Corelight

49/100Paid

Unleash powerful network security and analytics with Zeek-based...

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