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Head-to-head · LLM Evaluation Tools

Galileo vs Confident AI

  • Updated Oct 2026
  • Both researched from official sources
  • 8 checks side by side
Higher score Galileo #3 in LLM Evaluation Tools 9.1/10 Free plan Free plan✓ 6 of 6 features Visit Galileo
Confident AI #6 in LLM Evaluation Tools 8.8/10 Free plan Free plan✓ 6 of 6 features Visit Confident AI

Galileo leads on 1 check, Confident AI on 0, and 7 are even. Who comes out ahead on the 8 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreGalileo · 9.1/10
  • Lowest starting priceGalileo · $100/mo
  • Free planboth

Galileo scores higher on our rubric for llm evaluation tools: 9.1 against 8.8 out of 10; our editors rank them #3 and #6.

Galileo is cheaper to start at $100/mo against $200/mo.

Galileo is the better fit for organizations needing mature evaluation and guardrails. Confident AI is the better fit for teams needing testing, monitoring, and safety review.

  • Galileo fits best

    Organizations needing mature evaluation and guardrails

  • Confident AI fits best

    Teams needing testing, monitoring, and safety review

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Side by side

Feature Galileo 9.1/10 Visit ↗ Confident AI 8.8/10 Visit ↗
At a glance
Editor score 9.1 8.8
Ranking #3 in LLM Evaluation Tools #6 in LLM Evaluation Tools
Best for Organizations needing mature evaluation and guardrails Teams needing testing, monitoring, and safety review
Pricing model Free plan + paid Free plan + paid
Starting price $100/mo (best) $200/mo
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Email, Phone, Docs · 24/7 Community, Docs · 24/7
Compliance SOC 2, HIPAA, SSO/SAML SOC 2, GDPR, HIPAA
Integrations 12 integrations 21+ integrations
Built for Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Galileo 6/6 · Confident AI 6/6
Custom metrics ✓ ✓
LLM-as-a-judge ✓ ✓
Safety evaluations ✓ ✓
Human review workflows ✓ ✓
Prompt versioning ✓ ✓
CI/CD integration ✓ ✓
Specs
Deployment options Both Both
Our review
Pros
  • Offline evaluations, custom metrics, LLM-as-a-judge, and safety checks
  • Production tracing, regression gates, and runtime guardrails in one platform
  • Free plan includes 5,000 traces monthly and unlimited custom evals
  • Combines regression testing, tracing, monitoring, and CI/CD evaluation gates
  • Supports custom metrics, LLM-as-a-judge scoring, and human review workflows
  • Offers agent integrations plus self-hosted and on-premises deployment options
Cons
  • Pro is $100/month with annual billing and scales by trace volume
  • Enterprise pricing requires contacting sales
  • Advanced deployment and security controls are reserved for Enterprise
  • Paid plans start at $200 per month
  • Team pricing rises to $2,000 per month
  • Its broad feature set may exceed teams needing only basic evaluations
Our verdict

Galileo is an AI evaluation and observability platform for developers and enterprise AI teams. It covers LLM and agent workflows, RAG applications, prompts, datasets, and model outputs through offline evaluation runs, production tracing,…

Read the review →

Confident AI is a platform for evaluating, monitoring, and improving large-language-model applications. It is designed for engineering, product, QA, security, and compliance teams that need testing across development and production,…

Read the review →
  1. GalileoLLM Evaluation Tools 9.1Free plan
  2. Confident AILLM Evaluation Tools 8.8Free plan

Strengths and trade-offs

  • Galileo — where it wins

    • Offline evaluations, custom metrics, LLM-as-a-judge, and safety checks
    • Production tracing, regression gates, and runtime guardrails in one platform
    • Free plan includes 5,000 traces monthly and unlimited custom evals

    Where it doesn't

    • Pro is $100/month with annual billing and scales by trace volume
    • Enterprise pricing requires contacting sales
    • Advanced deployment and security controls are reserved for Enterprise

  • Confident AI — where it wins

    • Combines regression testing, tracing, monitoring, and CI/CD evaluation gates
    • Supports custom metrics, LLM-as-a-judge scoring, and human review workflows
    • Offers agent integrations plus self-hosted and on-premises deployment options

    Where it doesn't

    • Paid plans start at $200 per month
    • Team pricing rises to $2,000 per month
    • Its broad feature set may exceed teams needing only basic 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