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Confident AI

The Leading LLM Eval and Observability Platform for AI Quality

ActiveWinter 2025Developer Tools

About Confident AI

The Leading LLM Eval and Observability Platform for AI Quality

Risk Analysis

Category Risk

15%death rate

Developer Tools: 65 of 422 startups failed

LOW

Team Size

7people

Median for failed in Developer Tools: 3

Median for active in Developer Tools: 7

External Resources

Post-mortem content hosted on startups.rip — we provide the analytics layer.