Plan Your Stack Browse Tools Compare Best For...By Role Categories Blog

Sign in Sign up

CategoriesData & Analytics

📊

Best Data & Analytics AI Tools

Ranked by community

Analyze data and generate insights with AI

The decision-making engine for discovering AI tools.

Product

Browse tools
Categories
Search
Plan my stack
Compare

Resources

Best AI guides
Stacks
Blog
Methodology
Viability scoring

Company

About
Team

Legal

Privacy
Terms

© 2026 RightAIChoice. All rights reserved.

Built for the AI community.

Home Tools Plan Stack Best For Compare

36 tools found

Filters

Langfuse

Open-source LLM observability platform — traces, evals, prompts, datasets for production agents.

Customers.ai

Visitor identification and audience pixel that turns anonymous ecom traffic into named contacts for Klaviyo and ad platforms.

Obviously AI

AI workers for revenue teams that automate busywork

Comet

Open-source LLM observability and evaluation platform for AI agents.

MindsDB

Autonomous BI agents that answer business questions in seconds using natural language.

MLflow

Open-source platform for the full ML and AI lifecycle, from experiment tracking to LLM evaluation and deployment.

Plausible Analytics

Privacy-friendly, open-source web analytics that's simple, lightweight, and cookieless.

Equals

AI-powered spreadsheet for startups and finance teams

Metabase

Open source business intelligence and embedded analytics your whole team can use.

RAGFlow

Open-source RAG engine with deep document parsing for complex layouts.

Baseten

ML model deployment and inference platform with GPU autoscaling and cold start optimizations.

Chat2DB

AI-native SQL client that lets you query databases in natural language.

Julius AI

AI-powered data analysis and visualization for non-coders.

Haystack

Open-source framework for building production-ready RAG, agents, and AI applications with explicit pipeline composition.

MonkeyLearn

No-code text analytics with ML for business teams

LlamaIndex

Data framework for LLMs — ingestion, indexing, retrieval, and agents over your private data.

GraphRAG

Microsoft Research framework for knowledge-graph-enhanced RAG with entity extraction and community summaries.

Hotjar

Heatmaps, session recordings, and feedback widgets with AI summaries — now part of Contentsquare.

PostHog

Open-source product analytics, session replay, feature flags, experiments, and LLM observability in one platform.

Userpilot

No-code product growth platform for in-app engagement, analytics, and feedback.

Hex

Collaborative data workspace with AI-powered notebook and app builder

Polymer

AI-powered embedded analytics and dashboard creation tool

Deepnote

Collaborative data notebook with AI assistance

DB-GPT

Open-source data AI framework — natural-language analytics, SQL generation, and database agents.

36 tools found

Featured Data & Analytics comparisons

Claude vs Julius AI comparison

Claude vs Julius AI: two specialized AI tools serving different primary needs. Claude wins for complex reasoning, long-form writing, and code generation with massive context, making it ideal for resea

Baseten vs Together AI comparison

Together AI vs Baseten: Together AI wins for developers needing fast, easy access to a wide range of open-source models with minimal setup and 4x inference speed via FlashAttention-4. Baseten is the w

Crawl4AI vs Tavily comparison

Crawl4AI vs Tavily — for most AI agent and RAG use cases requiring fresh web data, Tavily wins for speed of integration and out-of-the-box real-time search; Crawl4AI wins for use cases needing fine-gr

FullStory vs Hotjar comparison

FullStory vs Hotjar — For enterprise teams needing pixel-perfect replay, autocaptured product analytics, and regulatory compliance (HIPAA, EU residency), FullStory wins decisively. Hotjar wins for bud

FullStory vs Mixpanel comparison

FullStory vs Mixpanel: For product teams needing event-level analytics, Mixpanel wins due to its mature event modeling, Spark AI assistant, and generous free tier (1M events). However, for teams focus

Plausible Analytics vs PostHog comparison

Plausible Analytics vs PostHog: for privacy-focused traffic analytics and simple goal tracking, Plausible wins due to its cookieless compliance and minimal setup. For product teams needing consolidate