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Head-to-head · LLM Evaluation Tools

Braintrust vs Giskard

  • Updated Oct 2026
  • Both researched from official sources
  • 7 checks side by side
Higher score Braintrust #5 in LLM Evaluation Tools 8.9/10 Free plan Free plan✓ 6 of 6 features Visit Braintrust
Giskard #8 in LLM Evaluation Tools 8.6/10 Free plan Free plan✓ 5 of 6 features Visit Giskard

Braintrust leads on 0 checks, Giskard on 0, and 7 are even. Who comes out ahead on the 7 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreBraintrust · 8.9/10
  • Free planboth
  • Most featuresBraintrust · 6 of 6

Braintrust scores higher on our rubric for llm evaluation tools: 8.9 against 8.6 out of 10; our editors rank them #5 and #8.

Braintrust is the better fit for teams combining evaluations with production tracing. Giskard is the better fit for open-source RAG and safety evaluation teams.

  • Braintrust fits best

    Teams combining evaluations with production tracing

  • Giskard fits best

    Open-source RAG and safety evaluation teams

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Side by side

Feature Braintrust 8.9/10 Visit ↗ Giskard 8.6/10 Visit ↗
At a glance
Editor score 8.9 8.6
Ranking #5 in LLM Evaluation Tools #8 in LLM Evaluation Tools
Best for Teams combining evaluations with production tracing Open-source RAG and safety evaluation teams
Pricing model Free plan + paid Free plan + paid
Starting price $249/mo —
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Community, Docs Community, Docs
Compliance SOC 2, GDPR, HIPAA, SSO/SAML, 2FA SOC 2, GDPR, HIPAA, SSO/SAML, 2FA
Built for Small business, Mid-market, Enterprise Solo, Small business, Enterprise
Features Braintrust 6/6 · Giskard 5/6
Custom metrics ✓ ✓
LLM-as-a-judge ✓ ✓
Safety evaluations ✓ ✓
Human review workflows ✓ ✓
Prompt versioning ✓ (best) Not checked yet
CI/CD integration ✓ ✓
Specs
Deployment options Both Both
Our review
Pros
  • Combines offline, online, and human-reviewed evaluations
  • Turns production traces into evaluation datasets and regression tests
  • Supports hosted and self-hosted data-plane deployments
  • Open-source Python library supports local testing and deployment
  • Combines RAG checks, vulnerability scanning, and behavioral evaluations
  • Supports custom metrics, human review, scheduling, and CI/CD workflows
Cons
  • Pro starts at $249 per month before usage-based charges
  • Starter retention is limited to 14 days
  • Broad scope may exceed the needs of evaluation-only teams
  • Free vulnerability scans and RAG reports are basic
  • Advanced security and review features are reserved for Enterprise
  • The feature set may exceed the needs of teams seeking simple evaluations
Our verdict

Braintrust is a platform for evaluating, monitoring, and improving AI applications and agents. It suits teams that need evaluation workflows alongside production observability, including dataset management, experiment comparison, scoring,…

Read the review →

Giskard provides open-source and enterprise tools for evaluating, testing, and red-teaming LLM agents and AI applications. It is suited to teams building RAG systems, safety evaluation programs, and production AI workflows that need more…

Read the review →
  1. BraintrustLLM Evaluation Tools 8.9Free plan
  2. GiskardLLM Evaluation Tools 8.6Free plan

Strengths and trade-offs

  • Braintrust — where it wins

    • Combines offline, online, and human-reviewed evaluations
    • Turns production traces into evaluation datasets and regression tests
    • Supports hosted and self-hosted data-plane deployments

    Where it doesn't

    • Pro starts at $249 per month before usage-based charges
    • Starter retention is limited to 14 days
    • Broad scope may exceed the needs of evaluation-only teams

  • Giskard — where it wins

    • Open-source Python library supports local testing and deployment
    • Combines RAG checks, vulnerability scanning, and behavioral evaluations
    • Supports custom metrics, human review, scheduling, and CI/CD workflows

    Where it doesn't

    • Free vulnerability scans and RAG reports are basic
    • Advanced security and review features are reserved for Enterprise
    • The feature set may exceed the needs of teams seeking simple evaluations

More comparisons

All LLM evaluation tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update