Analytics392 tools
Ranked by who uses them among those still maintained. Each was re-read within the week.
Best AI analytics tools in 2026
How they are ranked: by real use (estimated monthly visits; installs and stars where visits are not read), among tools still maintained. Price and free plan come from each tool's own pricing page, activity from its releases and site. Nothing here is paid for.
Updated 2026-10-17
| # | Tool | What it does | Price | Free plan | Activity | Use |
|---|---|---|---|---|---|---|
| 1 | Provides computational tools for technical computing, data analysis, and symbolic mathematics. | From $995/yr | Active | ≈ 9.7M visits/mo | ||
| 2 | Delivers weather forecasts, lightning strike data and road condition surveys through APIs and platforms for energy, trading, insurance and road maintenance. | From $0.00 per use | Yes | Active | ≈ 2.5M visits/mo | |
| 3 | Serverless data and AI platform for building analytics, applications, and agents on unified data. | Free plan | Yes | Active | ≈ 669k visits/mo | |
| 4 | Centralizes customer feedback from multiple sources and uses AI to surface trends, themes, and insights across sales calls, support tickets, and research data. | Free plan | Yes | Active | ≈ 447k visits/mo | |
| 5 | Explores global trade data across countries, products, and regions with visualizations and forecasting tools. | From $299/mo | Yes | Active | ≈ 444k visits/mo | |
| 6 | Tracks user behavior and product interactions, then uses AI to identify optimization opportunities and automate insights. | Free plan | Yes | Active | ≈ 374k visits/mo | |
| 7 | Builds analytics agents and dashboards that answer business questions from company data using natural language. | From $25/user/mo | Active | ≈ 231k visits/mo | ||
| 8 | Queries live data sources and generates answers, dashboards, and automated fixes across your data stack. | Free plan | Yes | Active | ≈ 198k visits/mo | |
| 9 | Analyzes spreadsheets and generates reports, websites, slides, and images from natural language queries. | From $20/mo | Yes | Maintained | ≈ 197k visits/mo | |
| 10 | Transforms raw data into tested, version-controlled SQL models for analytics and AI pipelines. | From $100/user/mo | Yes | Active | ≈ 74.7k visits/mo |
Describe what you need
betaA sentence or two about the job. We read it into the catalogue's own words, then ask about every tool that fits them.
Ranked by use
Figure and bar: visits/mo, estimate · year: online since
- #1
WolframMCP · open
Provides computational tools for technical computing, data analysis, and symbolic mathematics.
9.7MActiveFrom $995/yr1987 - #2
XweatherMCP · sign-in
Delivers weather forecasts, lightning strike data and road condition surveys through APIs and platforms for energy, trading, insurance and road maintenance.
2.5MActiveFrom $0.00 per use - #3
Okera Copilot
Serverless data and AI platform for building analytics, applications, and agents on unified data.
669kActiveFree plan2013 - #4
Dovetail AI
Centralizes customer feedback from multiple sources and uses AI to surface trends, themes, and insights across sales calls, support tickets, and research data.
447kActiveFree plan2017 - #5
OEC BotMarket
Explores global trade data across countries, products, and regions with visualizations and forecasting tools.
444kActiveFrom $299/mo - #6
AmplitudeMCP · sign-in
Tracks user behavior and product interactions, then uses AI to identify optimization opportunities and automate insights.
374kActiveFree plan2012 - #7
ThoughtSpot
Builds analytics agents and dashboards that answer business questions from company data using natural language.
231kActiveFrom $25/user/mo2012 - #8
Bruin
Queries live data sources and generates answers, dashboards, and automated fixes across your data stack.
198kActiveFree plan - #9
Julius
Analyzes spreadsheets and generates reports, websites, slides, and images from natural language queries.
197kMaintainedFrom $20/mo - #10
Dbt labs
Transforms raw data into tested, version-controlled SQL models for analytics and AI pipelines.
74.7kActiveFrom $100/user/mo - #11
Sigma Computing
Builds analytics applications and AI agents that query data warehouses directly with governance at the source.
65.3kActiveFree plan - #12
LaunchNotes AI
Centralizes product announcements, roadmaps, and customer feedback across channels with AI-assisted drafting.
60.2kActiveFrom $249/mo2020 - #13
Databox
Connects business data and metrics to AI agents that analyze performance, generate reports, and automate recurring analysis workflows.
58.7kActiveFrom $71/user/mo2012 - #14
Omni
Answers questions about data through conversational chat with a semantic layer and AI context.
52.3kActiveFree plan2022 - #15
DevExpressMCP · open
Supplies UI controls, reporting, dashboard and document-processing libraries that developers embed in .NET, Java and JavaScript apps.
41.2kActiveFrom $249.99/yr1998 - #16
GeoPard Agriculture AI Assistant
Analyzes satellite imagery, soil data, and field conditions to generate variable rate application maps and crop management prescriptions.
35.5kActiveFree plan2019 - #17
GrowthBook
Runs A/B tests, manages feature flags, and analyzes product data from your data warehouse.
34.8kActiveFrom $40/user/mo2020 - #18
Chemcopilot
Converts experimental chemistry data into predictive machine learning models for formulation optimization and molecular design.
31.7kActiveFrom $219/user/mo - #19
MidaMCP · sign-in
Runs website A/B experiments through a visual and code editor, tracking conversion goals without developer involvement.
30.5kActiveFrom $224/mo - #20
Weights & Biases
Tracks machine learning experiments, manages models and datasets, and monitors AI applications in production.
21.2kActiveFrom $60/mo2017 - #21
LyssnaMCP · sign-in
Runs usability tests, surveys and interviews with recruited participants, then collects their recordings and feedback into shareable reports.
20.4kActiveFrom $166/mo - #22
Hex
Builds interactive dashboards and data apps from natural language queries and SQL notebooks.
19.6kActiveFrom $36/user/mo2019 - #23
MotherDuck AI
Serverless cloud data warehouse built on DuckDB with isolated compute instances for analytics and agents.
19.3kActiveFrom $250/mo2022 - #24
micro1
Provides expert human data, evaluation benchmarks, and reinforcement learning environments for training and testing frontier AI models and agents.
15.4kActiveContact sales - #25
TheySaid
Conducts user interviews, surveys, and usability tests with automated follow-up questions and real-time analysis.
13.2kActiveFree plan2023 - #26
Better Analyst
Connects data sources, transforms raw data, and builds dashboards, reports, and automated workflows in one interface.
12.8kActiveFrom $20/user/mo2022 - #27
Tinybird
Managed ClickHouse platform for building real-time analytics APIs and data products with serverless infrastructure.
12.1kActiveFrom $49/mo - #28
Triple Whale
Unifies ecommerce data from all channels and provides attribution, incrementality measurement, and automated optimization recommendations.
11.7kFree plan - #29
Pigment
Builds custom planning interfaces and runs AI agents that simulate scenarios on live financial models.
11.5kActiveContact sales2019 - #30
NetdataMCP · sign-in
Collects metrics and logs from infrastructure, detects anomalies, and provides real-time troubleshooting dashboards.
10.8kActiveFrom $4.50/user/mo - #31
Supaboard AI
Deploys AI agents to build dashboards and run scheduled reports from connected data sources.
10kActiveFrom $83/user/mo - #32
HoneycombMCP · sign-in
Stores and queries distributed traces, logs and metrics in real time, and tracks token cost and latency for LLM and agent calls.
6.5kActiveFrom $150/mo2016 - #33
Preset
Builds and manages interactive dashboards and analytics on Apache Superset with cloud hosting and AI-assisted exploration.
6.3kActiveFrom $20/user/mo - #34
SteepMCP · sign-in
Builds governed metrics in code and in-app, then serves them to AI chat, reports and explorations through an API and MCP.
6kActiveFrom $15/user/mo2021 - #35
Cube
Semantic layer that serves governed business metrics to AI agents and humans via APIs, chat, and embedded analytics.
5.2kActiveFrom $40/user/mo - #36
Evidence
Defines analytics dashboards and reports as code in version control, with an agent that answers data questions in natural language.
4.8kActiveFrom $2,500/mo - #37
GoodwordMCP · sign-in
Consolidates relationship data from LinkedIn, email and calendar, and lets you search that network from inside Claude or ChatGPT.
4.1kActiveFrom $29.99/mo - #38
ClootrackMCP · sign-in
Analyzes customer feedback and voice data to identify themes, sentiment, and business opportunities through AI agents.
3.8kActiveFree plan - #39
Skopx
Monitors data across business tools and sends daily briefings highlighting issues requiring attention.
3.7kActiveFrom $5/mo2024 - #40
PalisadeMCP · sign-in
Reads DMARC aggregate reports, flags SPF and DKIM failures per sender, and writes approved DNS record fixes into your zone.
3.4kActiveFrom $19/mo - #41
App Profile Review by Countly
Captures analytics and engagement data from apps and devices while maintaining data privacy and ownership.
3kActiveFrom $175/mo2012 - #42
PredixsportMCP · sign-in
Publishes full probability forecasts for NBA, EuroLeague, football and tennis matches, graded against results, plus fantasy lineup helpers.
2.7kActiveFrom ≈ $23/mo - #43
Scoop
Generates location-specific action plans from business intelligence data for distributed retail operations.
2.6kActiveFrom $125/user/mo2019 - #44
Definite
Centralizes data from 500 sources, executes queries in plain English, and builds dashboards and data applications with AI agents.
2.5kActiveFrom $250/mo2023 - #45
JitsuMCP · sign-in
Collects event data from websites, apps and CRMs and streams it into your data warehouse in real time.
2.2kActiveFrom $99/mo - #46
Scavenger AI
Converts business data from multiple sources into natural language analytics and visualizations through conversational queries.
1.8k - #47
Repit
Analyzes real estate investment metrics across 37,000 US zip codes to identify markets by cap rate, cash flow, and appreciation.
1.8kActiveFrom $19/mo2025 - #48
Fabi
Generates dashboards, runs ad hoc analysis, and automates data workflows across spreadsheets, data warehouses, and applications.
1.7kFrom $39/user/mo
307The rest of this shelf, by name
- -C-R-U-D-Review
- ABMeter
- Accelerant
- Acumatic
- Affinda
- Agent Arena
- Agentictotem
- AgentVet.ai
- AgentWeb
- AI Analytics for Tally
- AI Product Management Platform
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- AirROI
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- Analizify
- Analytics Legends
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- Audity
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- Betty
- Binee
- Blaze Sports Intel
- Blunt
- Bonnard
- BrandLink
- Business Pulse
- ByChat
- CAFE
- Cash Flow Frog
- Cepien AI
- Cerebro
- Chion
- Cinegraph
- Ciphera
- Clamp
- clariBI.com
- Clario
- Claryx
- Claw Lens
- CleanDataAI
- ClimbPast
- Codygon
- Cognera Data Labs
- Crossdeck
- Crypto AI Trend
- Customer Feedback Analytics Platform
- Daivio
- DataCleanist
- DataForest
- datary
- Datastory
- Decisionbox.io
- DeepBetting
- DeepDive
- dialektai
- Divisio
- DocuPanda
- DocuPull
- Dojipad
- Draiven
- Entendo
- Enterpret
- Eroteme
- Eurolytics
- Event Sentinel AI
- Excelmatic
- Exforma
- Expose
- FactoryDB
- Felamity Technologies
- Fennix
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- Fiftycore
- fileAI AI OCR
- FireAI
- Fiuto
- Flarelight
- FlightQueue
- Flitch
- flowSMB
- FluxTwin AI
- Forestock
- Forsico
- Founder Copilot
- Founderr.io
- Founderside Agents
- Fractional Labs
- Fragment
- Fraoula Data Auditor
- Game Day Weather
- Geckoboard
- Gentle
- Gisti
- GoodFeedback
- GoogleSQL
- GribStream
- Grippi
- GrowIt
- GrowthCues
- Hearback
- Hexalytics
- https://www.matriksdata.com
- Human Behavior
- HuMetric
- Image2Layer
- Impulse AI
- Inferdat
- InfiniSynapse
- infometry
- Innefu Labs
- InQery
- Insight Oracle
- InsightPins
- Instabase
- Intellrise
- Intelus
- ISONQ™
- JARVIS by Staqu Technologies
- Khwand
- Kleene.ai
- KPI Depot
- LAIGEND
- LarisID
- Lazyweb
- LEMANS LABS
- LivChart
- LLMBoard
- LLMInterview.com
- Loktra
- LopeBase
- Lucent
- Lumenore
- Lunatio
- Magic Insights
- MarketMaster
- MarketRecon
- MartechAI by Derail Logic
- Matflow
- Meddle
- Metrifyr
- Miss Yera
- Mood Metrics API
- Myriade
- Mysocial
- nao
- Navos AI
- Net AI
- NeuPortal
- Nextqore
- NixRank
- OctOpus
- OmniSelect FileSQL
- OneAdvisor
- OpenMark
- OPENSCI
- Openweathermap.org
- OriginBrief
- ORINEL
- Osuite
- Othor AI
- Outhad AI
- Oviond
- Oxon Capital
- PageSpeed Exporter
- Papercrane
- Papermap AI
- ParlayLegend.AI
- Perfloop
- PHBench
- PilllarLabAI
- Piplhr
- PlanHome
- Plask
- PlotStudio AI
- PluginTracker
- Pollinetic
- Prediction Pilot
- Prediko
- Problys.io
- ProdIntel
- Product Analytics by Kubit
- Product Peek
- Project Orca
- Prolytics OS
- Promptic
- Pronocast
- Propane
- ProteinIQ
- Publishwith
- Quation
- Querri
- QueryPanel
- RAI AI
- Rapidly
- Reddit Toolbox
- REOR Consulting
- Rereflect
- Retec OCR
- Retrnly
- Rhombus AI
- Rhubarb
- Runlog
- SaaSAnalytics
- Scalari
- SchemaChat
- SellerScope
- Sequel
- SerpFleet
- SF2 Suite SE
- Sibli AI
- SignageSpace
- SIGNUM HQ
- Skene
- SnapHost
- SnowSure
- Social Media Management Tool for Every Platform
- Social Media Management Tools and MCP
- Sparkflows
- Speak2DB
- Splitsense
- StackSpend
- Statable Analytics
- Statsig
- Statspresso
- Steeped AI
- Stelle
- Stratus by Formation
- STRING
- Synclify
- Synexis Core™
- Synfia.ai
- TaskFire AI
- Teddy
- Telemetry Harbor
- Test Buggy
- The Odds Gap
- Thrivestack
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- Tine
- Tradinginsight.io
- TransOrg Analytics
- TrendyPeak
- Troopr
- TubeAI
- UpBlick
- Upsolve AI
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- UserTest Pro
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- Verve AI
- Vervix
- VibeCheck
- vibeCodeCLI
- Vibgrate
- Vidix Studio
- View Pulse
- Voker
- Voltcast
- VoterIQ
- Wanclouds AI
- Watt Predictions
- WIQRO
- woku
- Xnorly
- XTV LLC
- Xura AI
- Zapbuild Technologies Pvt. Ltd.
- zeeproc
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- ZIRAVIX AI EXECUTIVE OS™
- 일타비드 IltaBid
Download this shelf as CSVCC BY 4.0: reuse it freely with a link to INITE Atlas.What is rising and what changed
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.