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Braintrust

Braintrust
closed / Overall score: 4.5(leading)

Enterprise AI product development platform with logging, tracing, evaluation and a prompt playground, built around the loop from evaluation to production. It discovers patterns across production traffic, scores outputs continuously and gates releases on quality. It runs on Brainstore, a database purpose-built for agent observability, and is SOC 2 Type II certified.

Openness

1 high confidence
1.0
source
closed
license
Apache-2.0(OSI, client SDKs only
self-host
enterprise-only(hybrid)
platform
proprietary(Brainstore custom DB, evals/tracing/automation all SaaS)

Braintrust's client SDKs for logging, tracing and evaluations are open source under Apache-2.0. The Brainstore backend, dashboards and automation are proprietary, and the only self-hosting route is an Enterprise-plan hybrid deployment where Braintrust runs the UI and authentication, so the platform itself is closed.

Adoption

4 low confidence
4.0

Braintrust is a hosted platform, and the braintrust package on PyPI is its client, installed by every application that sends it logs or evaluations, so its downloads count client installs rather than use of the platform. The vendor publishes no user or account figure; its homepage features customer stories from Notion and Graphite and links to Coursera.

  • https://www.braintrust.dev/ recorded 2026-09-29

    Homepage customer stories: "How Notion evaluates AI at scale across 70 engineers" and "How Graphite builds reliable AI code review at scale", with a Coursera story link. No user or account count appears.

Capability

5 high confidence
5.0

Braintrust combines real-time tracing across millions of logs, LLM, code and human-scored evaluations against versioned datasets, prompt management with a playground, and automation that discovers patterns and gates releases on quality. That automation and quality-gate depth puts it a step above Langfuse, at the frontier of evaluation-first observability.

  • https://www.braintrust.dev/ recorded 2026-09-29

    Homepage: "Inspect every agent trace and tool call, search across millions of logs, and track latency, cost, and quality in real time." and "Block bad releases before they hit production".

  • https://www.braintrust.dev/docs/llms.txt recorded 2026-09-29

    Docs index: "Connect Claude Code, Cowork, Cursor, Codex, and other MCP clients to Braintrust." with pages on Topics, scorers and playgrounds.

Verified 2026-09-29