The SaaS 50
Cobalt Labs
AI & Machine Learning · Berlin, DE
Recognition
Ranked list
Rank
#2
Edition
2026
Awarded
18 February 2026
“For making applied AI shippable by product teams, with evaluation tooling that sets the standard.
Cobalt Labs builds the connective tissue between a good model and a shipped feature. Its tooling handles evaluation, deployment, and monitoring so that product engineers — not just ML specialists — can put models into production responsibly.
The company has earned a reputation for unusually strong evaluation tooling, and for being candid about where models should and shouldn't be trusted.
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