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Head-to-head · AI Agent Evaluation Tools

Future AGI AI Evaluation SDK vs Galileo

  • Updated Oct 2026
  • Both researched from official sources
  • 6 checks side by side
Higher score Future AGI AI Evaluation SDK #3 in AI Agent Evaluation Tools 9.2/10 Free plan Free plan✓ 4 of 4 features Visit Future AGI
Galileo #5 in AI Agent Evaluation Tools 8.8/10 Free plan Free plan✓ 0 of 4 features Visit Galileo

Future AGI AI Evaluation SDK leads on 0 checks, Galileo on 1, and 5 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreFuture AGI AI Evaluation SDK · 9.2/10
  • Lowest starting priceGalileo · $100/mo
  • Free planboth
  • Most featuresFuture AGI AI Evaluation SDK · 4 of 4

Future AGI AI Evaluation SDK scores higher on our rubric for ai agent evaluation tools: 9.2 against 8.8 out of 10; our editors rank them #3 and #5.

Galileo is cheaper to start at $100/mo against $250/mo.

Future AGI AI Evaluation SDK is the better fit for teams needing broad, flexible evaluation coverage. Galileo is the better fit for production teams needing evaluation and guardrails.

  • Future AGI AI Evaluation SDK fits best

    Teams needing broad, flexible evaluation coverage

  • Galileo fits best

    Production teams needing evaluation and guardrails

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Side by side

Feature Future AGI AI Evaluation SDK 9.2/10 Visit ↗ Galileo 8.8/10 Visit ↗
At a glance
Editor score 9.2 8.8
Ranking #3 in AI Agent Evaluation Tools #5 in AI Agent Evaluation Tools
Best for Teams needing broad, flexible evaluation coverage Production teams needing evaluation and guardrails
Pricing model Free plan + paid Free plan + paid
Starting price $250/mo $100/mo (best)
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Email, Community, Docs Email, Phone, Docs · 24/7
Compliance SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML SOC 2, HIPAA, SSO/SAML
Integrations 40+ integrations 12 integrations
Built for Solo, Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Future AGI AI Evaluation SDK 4/4 · Galileo 0/4
Tool-call checks ✓ (best) Not checked yet
Trace ingestion ✓ (best) Not checked yet
Safety evaluations ✓ (best) Not checked yet
Regression runs ✓ (best) Not checked yet
Specs
Evaluation methods Hybrid Not checked yet
SDK language support Both Not checked yet
Dataset limit Not checked yet Not checked yet
Our review
Pros
  • Combines code, LLM-judge, trace, simulation, and safety evaluations
  • Supports Python and TypeScript SDKs plus web and API access
  • Free tier includes unlimited projects and team members
  • Combines offline evaluation, tracing, regression testing, and runtime guardrails
  • Supports custom metrics, LLM judges, safety checks, and human feedback
  • Offers web, API, self-hosted, VPC, and on-premises deployment options
Cons
  • Usage beyond free allowances is billed on Pay-as-you-go
  • Advanced retention and governance controls require paid tiers
  • Its broad feature set may exceed the needs of simple evaluation workflows
  • Pro pricing starts at $100 per month with annual billing
  • Enterprise pricing requires contacting sales
  • Its broad feature set may exceed the needs of simple evaluation workflows
Our verdict

Future AGI AI Evaluation SDK provides SDKs and platform services for evaluating AI applications and agents. It is designed for engineers, product teams, and domain experts building or operating AI agents. Evaluation options include…

Read the review →

Galileo is an AI observability and evaluation platform for developers and enterprise AI teams working with LLM applications and agents. It covers offline evaluation runs, production tracing, custom evaluators, safety and security checks,…

Read the review →
  1. Future AGI AI Evaluation SDKAI Agent Evaluation Tools 9.2Free plan
  2. GalileoAI Agent Evaluation Tools 8.8Free plan

Strengths and trade-offs

  • Future AGI AI Evaluation SDK — where it wins

    • Combines code, LLM-judge, trace, simulation, and safety evaluations
    • Supports Python and TypeScript SDKs plus web and API access
    • Free tier includes unlimited projects and team members

    Where it doesn't

    • Usage beyond free allowances is billed on Pay-as-you-go
    • Advanced retention and governance controls require paid tiers
    • Its broad feature set may exceed the needs of simple evaluation workflows

  • Galileo — where it wins

    • Combines offline evaluation, tracing, regression testing, and runtime guardrails
    • Supports custom metrics, LLM judges, safety checks, and human feedback
    • Offers web, API, self-hosted, VPC, and on-premises deployment options

    Where it doesn't

    • Pro pricing starts at $100 per month with annual billing
    • Enterprise pricing requires contacting sales
    • Its broad feature set may exceed the needs of simple evaluation workflows

More comparisons

All AI agent evaluation tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update