Install
Tools
1,285 tools in 159 categories: what each one does, how it is priced, and what to consider instead. Prices appear only with the vendor page and the date they were read.
- Advertising analytics
- Agriculture & food analytics
- AI analytics assistants
- Air & water quality monitoring
- AI search visibility
- Alternative data providers
- Analytics learning & certification
- API analytics
- Attribution & marketing mix modeling
- Automated insights & root cause
- Banking & credit analytics
- BI & dashboard platforms
- Biodiversity & land analytics
- Bioinformatics platforms
- Bot detection & web fraud
- Business of sports analytics
- Carbon accounting
- Change data capture
- Charting & technical analysis
- Climate risk analytics
- Clinical trial analytics
- Cloud cost analytics (FinOps)
- Cloud data warehouses
- Consent & privacy management
- Construction analytics
- Content & media analytics
- Conversation & speech analytics
- Creator analytics
- Crypto & on-chain analytics
- Customer data platforms
- Customer journey analytics
- Customer success & product adoption
- Customer support analytics
- Data catalogs & discovery
- Data clean rooms & privacy-enhancing tech
- Data governance & privacy
- Data jobs & talent
- Data labeling & annotation
- Data marketplaces & exchanges
- Data observability
- Data quality testing
- Data science & ML platforms
- Data transformation
- dbt testing & code quality
- Defense & OSINT analytics
- Demographics & census data
- Digital humanities & text mining
- E-commerce analytics
- Earth & space data platforms
- Education analytics
- Election & campaign analytics
- ELT & data integration
- Email & lifecycle analytics
- Embedded analytics
- Emergency management analytics
- Energy & utility analytics
- Engineering metrics & DORA
- Enterprise BI platforms
- ESG reporting & data
- Event collection & tracking pipelines
- Event streaming
- Experimentation & feature flags
- Feature stores
- Financial close & accounting analytics
- Forecasting platforms & libraries
- FP&A & financial planning
- Fraud & risk analytics
- Game analytics
- Geospatial & location analytics
- Graph databases & knowledge graphs
- Health & fitness analytics
- Healthcare analytics
- Identity resolution
- In-process & embedded engines
- Industrial & IoT analytics
- Insurance analytics
- Internal tools & data apps
- International development data
- Laboratory & R&D analytics
- Labour market analytics
- Lakehouse platforms & table formats
- Legal analytics
- LLM observability & evaluation
- Log analytics
- Market data terminals & research
- Marketing analytics & reporting
- Marketplace & retail intelligence
- MLOps & experiment tracking
- Mobile & app analytics
- Mobile attribution (MMPs)
- Music & film analytics
- Natural hazard & catastrophe modelling
- Network analytics
- Nonprofit & fundraising analytics
- Notebooks & data apps
- Observability & APM
- Ocean & coastal analytics
- Open data platforms
- Optimization & simulation
- Payments & fintech analytics
- People analytics
- Performance management & OKR
- Personal finance analytics
- Personalization engines
- Pharma commercial analytics
- Physical sciences computing
- Podcast & audio analytics
- Portfolio & risk analytics
- Pricing & revenue management
- Process mining
- Procurement & spend analytics
- Product analytics
- Public finance analytics
- Public health surveillance
- Public safety & justice analytics
- Quality management & SPC
- Quantified self & productivity
- Quant research & backtesting
- Query engines & federation
- Real-time OLAP databases
- Real estate & property analytics
- Research impact & bibliometrics
- Research panels & polling
- Restaurant & hospitality analytics
- Retail & consumer analytics
- Retail media analytics
- Revenue intelligence & sales analytics
- Reverse ETL
- SaaS & subscription metrics
- Scientific computing & reproducibility
- Security analytics & SIEM
- Semantic & metrics layers
- SEO platforms
- Session replay & heatmaps
- Smart city & urban analytics
- Social media analytics & listening
- Sports betting analytics
- Sports data & performance analytics
- Spreadsheet analytics
- Statistical software
- Supply chain & demand planning
- Surveys & voice of customer
- Synthetic data
- Tag management
- Technical SEO & crawling
- Telecom analytics
- Text-to-SQL & natural-language querying
- Text analytics & NLP
- Threat intelligence
- Time-series databases
- Transportation & mobility analytics
- Travel & hospitality analytics
- Vector databases
- Video & streaming analytics
- Visualization libraries
- Weather data & analytics
- Web analytics
- Web scraping & data extraction
- Workflow orchestration
Advertising Analytics
Agriculture & Food
AI Analytics Tools
SEO & Search Analytics
Air & Water Quality
Alternative Data
Skills & Learning
IT Operations & Observability
Marketing Analytics
Diagnostic
Banking & Lending
Analysis & BI
BI & dashboard platforms Apache Superset · Domo · Hex · Holistics · IBM Cognos Analytics · Lightdash Embedded analytics Embeddable · Jaspersoft · Knowi · Logi Symphony · Luzmo · Pentaho Enterprise BI platforms Klipfolio · Oracle Analytics Cloud · SAP Analytics Cloud · Strategy One · Tellius Internal tools & data apps Appsmith · Budibase · Lowdefy · n8n · Retool · Superblocks Notebooks & data apps Dash · Datalore · Deepnote · Evidence · Google Colab · Gradio Spreadsheet analytics Airtable · Coefficient · Equals · Google Sheets · Microsoft Excel · Quadratic Visualization libraries amCharts · Apache ECharts · Bokeh · Chart.js · D3.js · Highcharts
Biodiversity, Land & Forests
Life Sciences & Bioinformatics
Security Analytics
Bot detection & web fraud Arkose Labs · Castle · Cloudflare Bot Management · DataDome · HUMAN Security · Kasada Security analytics & SIEM CrowdStrike Falcon LogScale · Devo · Exabeam · Google Security Operations · IBM QRadar · Microsoft Sentinel Threat intelligence Censys · Flashpoint · Google Mandiant · Google VirusTotal · GreyNoise · Intel 471
Business of Sports
Carbon & Emissions
Collection & Ingestion
Change data capture Artie · AWS Database Migration Service · Debezium · Decodable · Maxwell's Daemon · Oracle GoldenGate Data marketplaces & exchanges AWS Data Exchange · Databricks Marketplace · Datarade · Dawex · Google Cloud Datasets · Nasdaq Data Link ELT & data integration Airbyte · AWS Glue · Azure Data Factory · Estuary Flow · Fivetran · Google Cloud Dataflow Event collection & tracking pipelines Freshpaint · Jitsu · Snowplow · Twilio Segment Event streaming Amazon Kinesis · Apache Kafka · Apache Pulsar · Azure Event Hubs · Confluent · Google Cloud Pub/Sub Web scraping & data extraction Apify · Bright Data · Diffbot · Firecrawl · Import.io · Octoparse
Equities
Climate Modeling & Risk
Healthcare & Life Sciences
Clinical trial analytics Castor · Clario · Medidata · Oracle Clinical One · Saama · Veeva Vault CDMS Healthcare analytics Arcadia · Clarify Health · Epic Cogito · Health Catalyst · Innovaccer · IQVIA Pharma commercial analytics Aktana · Beghou Consulting · Certara · EVERSANA · Symphony Health · ZS Public health surveillance Biobot Analytics · Epi Info · GISAID · HealthMap · REDCap · WastewaterSCAN
Cloud Cost Analytics (FinOps)
Storage & Compute
Cloud data warehouses Amazon Redshift · Azure Synapse Analytics · Exasol · Firebolt · Google BigQuery · Greenplum Graph databases & knowledge graphs Amazon Neptune · ArangoDB · Dgraph · JanusGraph · Memgraph · NebulaGraph In-process & embedded engines Apache Arrow · Apache DataFusion · chDB · clickhouse-local · DuckDB · MotherDuck Lakehouse platforms & table formats Apache Hudi · Apache Iceberg · Apache Paimon · Cloudera Data Platform · Databricks · Delta Lake Query engines & federation Apache Flink · Apache Spark · Dask · Presto · Ray · Starburst Real-time OLAP databases Apache Doris · Apache Druid · Apache Pinot · ClickHouse · ClickHouse Cloud · Imply Time-series databases Amazon Timestream · InfluxDB · Prometheus · QuestDB · TimescaleDB · VictoriaMetrics Vector databases Chroma · LanceDB · Milvus · pgvector · Pinecone · Qdrant
Web Analytics
Consent & privacy management Complianz · Cookiebot · CookieYes · Didomi · iubenda · Termly Session replay & heatmaps Contentsquare · Crazy Egg · FullStory · Glassbox · Inspectlet · LogRocket Tag management Addingwell · Adobe Experience Platform Tags · Google Tag Manager · Matomo Tag Manager · Stape · Tealium iQ Tag Management Web analytics Adobe Analytics · Chartbeat · Clicky · Cloudflare Web Analytics · Counter · Fathom Analytics
Real Estate & Construction
Content & Media Analytics
Customer Analytics
Conversation & speech analytics Calabrio · CallMiner · CallRail · Dialpad Ai · Invoca · Marchex Customer journey analytics Adobe Customer Journey Analytics · Alterian · Genesys Journey Management · Optimove · Pega Customer Decision Hub · Usermaven Customer success & product adoption ChurnZero · ClientSuccess · Custify · Gainsight · Planhat · Totango Customer support analytics Assembled · Freshworks Analytics · Gorgias · Intercom · NICE Playvox · Zendesk Explore Surveys & voice of customer Alchemer · Forsta · Medallia · Qualaroo · Qualtrics · Sprig
Creator Analytics
Crypto & On-Chain
Activation
Customer data platforms Adobe Experience Platform · Amperity · Bloomreach Engagement · BlueConic · mParticle · RudderStack Identity resolution Experian Marketing Services · FullContact · LiveRamp · Merkle Merkury · TransUnion TruAudience · Unified ID 2.0 Personalization engines Algolia · Bloomreach Discovery · Constructor · Coveo · Dynamic Yield · Klevu Reverse ETL Fivetran Activations (formerly Census) · Hightouch · Multiwoven · Omnata · Polytomic
Quality & Governance
Data catalogs & discovery Alation · Amundsen · Apache Atlas · Atlan · Coalesce Catalog · Collibra Data clean rooms & privacy-enhancing tech AWS Clean Rooms · Decentriq · InfoSum · LiveRamp Clean Room · Optable · Snowflake Data Clean Rooms Data governance & privacy BigID · Immuta · Ketch · OneTrust · Osano · Privacera Data observability Acceldata · Anomalo · Bigeye · Elementary · Lightup · Metaplane Data quality testing cuallee · Deequ · DQOps · Great Expectations · Pandera · Soda dbt testing & code quality Datacoves · dbt-checkpoint · dbt_project_evaluator · Paradime · Recce · SQLFluff Synthetic data MOSTLY AI · Synthesized · Synthetic Data Vault · Syntho · Tonic.ai
Jobs & Hiring
Data Science & ML Platforms
Data labeling & annotation CVAT · Encord · Label Studio · Labelbox · Scale AI · Snorkel AI Data science & ML platforms Altair RapidMiner · Alteryx · Amazon SageMaker · Anaconda · Azure Machine Learning · C3 AI MLOps & experiment tracking Arize AI · BentoML · ClearML · Comet · DVC · Evidently AI Statistical software EViews · GraphPad Prism · IBM SPSS Statistics · JMP · Julia · MATLAB
Transformation & Modeling
Defense & Intelligence
Demographics & Census
Digital Humanities & Cultural Analytics
E-commerce Analytics
Earth & Space Sciences
Education
Elections & Polling
Emergency Management
Energy & Utilities
Software-Engineering Analytics
ESG & Sustainability Reporting
Experimentation & Causal Inference
Finance & Accounting (FP&A)
Predictive
Risk, Fraud & Compliance
Video Games
By Data Type
Health & Fitness
Manufacturing & Industrial
Insurance
International Development
Laboratory & R&D Analytics
Labor Market & Household Economy
Legal Analytics
AI / LLM Analytics
Mobile & App Analytics
Media & Entertainment
Natural Hazards & Disasters
Network Analytics
Nonprofit & Fundraising
Oceans & Coasts
Open Data & Civic Tech
Prescriptive
Payments & Fintech
People / HR Analytics
Business Intelligence & Performance
Personal Finance
Physical Sciences
Portfolio & Risk
Sales & Revenue
Pricing & revenue management Competera · Omnia Retail · Price2Spy · Pricefx · Prisync · PROS Revenue intelligence & sales analytics Aviso · Backstory · Chorus by ZoomInfo · Clari Forecast · Gong · Outreach SaaS & subscription metrics Baremetrics · ChartMogul · Maxio · ProfitWell Metrics · Recurly · Stripe Billing