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Head-to-head · AI Agent Evaluation Tools

Future AGI AI Evaluation SDK vs Promptfoo

  • Updated Oct 2026
  • Both researched from official sources
  • 5 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
Promptfoo #8 in AI Agent Evaluation Tools 8.5/10 Free plan Free plan✓ 0 of 4 features Visit Promptfoo

Future AGI AI Evaluation SDK leads on 0 checks, Promptfoo on 0, and 5 are even. Who comes out ahead on the 5 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
  • 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 8.5 out of 10; our editors rank them #3 and #8.

Future AGI AI Evaluation SDK is the better fit for teams needing broad, flexible evaluation coverage. Promptfoo is the better fit for teams needing evaluation plus automated red teaming.

  • Future AGI AI Evaluation SDK fits best

    Teams needing broad, flexible evaluation coverage

  • Promptfoo fits best

    Teams needing evaluation plus automated red teaming

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Side by side

Feature Future AGI AI Evaluation SDK 9.2/10 Visit ↗ Promptfoo 8.5/10 Visit ↗
At a glance
Editor score 9.2 8.5
Ranking #3 in AI Agent Evaluation Tools #8 in AI Agent Evaluation Tools
Best for Teams needing broad, flexible evaluation coverage Teams needing evaluation plus automated red teaming
Pricing model Free plan + paid Free plan + paid
Starting price $250/mo —
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Email, Community, Docs Community, Docs
Compliance SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML SOC 2, ISO 27001
Integrations 40+ integrations 12 integrations
Built for Solo, Small business, Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features Future AGI AI Evaluation SDK 4/4 · Promptfoo 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
  • Covers prompt, model, RAG, safety, and vulnerability evaluations
  • Supports custom metrics, human review, and LLM-as-a-judge grading
  • Runs locally, in CI/CD, through APIs, or in managed cloud deployments
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
  • Enterprise and On-Premise pricing is custom
  • Advanced collaboration and monitoring require paid tiers
  • Its broad evaluation scope may exceed simple testing needs
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 →

Promptfoo is an open-source CLI and library for evaluating, testing, and red-teaming large-language-model applications. It is designed for developers and teams building AI applications who need to benchmark prompts, models, and RAG…

Read the review →
  1. Future AGI AI Evaluation SDKAI Agent Evaluation Tools 9.2Free plan
  2. PromptfooAI Agent Evaluation Tools 8.5Free 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

  • Promptfoo — where it wins

    • Covers prompt, model, RAG, safety, and vulnerability evaluations
    • Supports custom metrics, human review, and LLM-as-a-judge grading
    • Runs locally, in CI/CD, through APIs, or in managed cloud deployments

    Where it doesn't

    • Enterprise and On-Premise pricing is custom
    • Advanced collaboration and monitoring require paid tiers
    • Its broad evaluation scope may exceed simple testing needs

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