10,995
Tools tracked
93% have a score
407 data & infrastructure tools ranked daily by real signals — traffic, GitHub stars, AI assistant referrals, user reviews. Click through for pricing, alternatives, and per-tool deltas.
Data & Infrastructure
Supabase
Top 1%Build production-grade applications with a Postgres database, Authentication, instant APIs, Realtime, Functions, Storage and Vector embeddings. Start for free.
Data & Infrastructure
Chroma
Top 1%Open-source embedding database for LLM applications
Metabot AI
Top 1%Metabot AI is an AI assistant tool integrated into the Metabase platform. It offers an array of functionalities to facilitate data explorati
Data & Infrastructure
Bentoml
Top 10%Open-source framework for deploying and scaling ML models as APIs
10,995
Tools tracked
93% have a score
338
Open source
3% of total
10,175
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