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
Dynamiq — AI Agent
Top 10%Build, deploy and monitor on-premise GenAI applications to solve specific business needs, reducing costs, driving revenue and boosting competitiveness - all in one platform
Data & Infrastructure
micro1
Top 10%We partner with leading AI labs and enterprises to vet human intelligence, curate world-class teams, and transform their expertise into the highest-quality AI training data.
Milvus
Top 10%Open-source vector database for billion-scale similarity search
10,995
Tools tracked
93% have a score
338
Open source
3% of total
10,175
Scored this week
From the daily recompute cron
474
Categories
Across the catalog