Forward Future Tools Library
Gentrace
Gentrace provided LLM evaluation, experiment comparison, and application monitoring for AI engineering teams, but the service has shut down.
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gentrace.ai·Contact Sales
›What is Gentrace?
Gentrace was a platform for testing and monitoring generative AI applications. It supported human, code, and LLM evaluations, side-by-side experiment comparison, dashboards, and tracing for diagnosing failures in AI pipelines. The service is no longer available, and its code was released on GitHub under the MIT license.
›What are the pros and cons of Gentrace?
Strengths
Combined human, code, and LLM-based evaluations
Supported comparative experiments and side-by-side output review
Included dashboards for sharing evaluation progress
Provided monitoring and tracing for AI pipeline debugging
Released its code under the MIT license
Trade-offs
The hosted service has shut down and is no longer available
Existing users cannot rely on the vendor-hosted platform
Application-code integration was required for some capabilities
›What are Gentrace’s key features?
Human, code, and LLM evaluations
Comparative experiments for prompts, retrieval systems, and model parameters
Side-by-side output comparison
Shareable progress dashboards
Monitoring and tracing for production AI pipelines
Self-hosted and on-premise deployment options for enterprise teams
›What are the best use cases for Gentrace?
Compare prompt, retrieval, and model changes during last-mile tuning
Combine automated evaluations with human review
Track evaluation results in progress dashboards
Investigate failures in RAG pipelines and AI agents
Reuse evaluation frameworks across development stages
›What is the pricing for Gentrace?
Contact Sales
›Who is Gentrace best for?
developersPreviously suited developers who needed code-connected evaluation and tracing for generative AI applications, but it is no longer available.
small teamIts collaborative evaluation and dashboard workflows could support a small AI team, although the shutdown prevents new adoption.
enterpriseEnterprise deployments previously had self-hosting, on-premise, SSO, SCIM, and RBAC options, but the hosted product has shut down.
Not for
- Teams looking for an available hosted LLM evaluation service
- Buyers that require ongoing vendor support, maintenance, or product updates
- Users who want evaluation without integrating the tool with application code
