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207 tools · 25 stacks

AI tools are all over the place. This is the full landscape — 207 tools across 17 categories, mapped and connected. Ready to narrow it down? Build your stack →

Team size

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Use case

Stage

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Stack Layers
What are you building and how is it defined?
How do you write and ship code?
How does your AI think and act?
Which models and infrastructure power it?
How do you build, observe, and extend it?
These tools competes with
PromptFoo
vs
Agenta

Choose PromptFoo when…

  • •You want CLI-first, config-driven LLM evals
  • •Running eval suites in CI/CD pipelines is a goal
  • •You need red-teaming and safety testing built in

Choose Agenta when…

  • •You want an open-source LLM ops and eval platform
  • •Self-hosting your prompt management stack is important
  • •Collaborative prompt engineering with a team is needed
Field
PromptFoo
Agenta
Category
Prompt & Eval
Prompt & Eval
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
—
Cloud: Paid
Stars
⭐ 5,000
⭐ 2,000
Health
●80 — Active
●80 — Active
Trajectory
— not enough data
— not enough data
Synced
8 days ago
6 days ago

PromptFoo

Test and compare prompts across models. Built-in red-teaming, regression testing, and side-by-side model comparison.

Agenta

Open-source platform combining prompt management, human evaluation, and automated testing. Self-hostable alternative to commercial eval platforms.

PromptFoo Website ↗GitHub ↗
Agenta Website ↗GitHub ↗

Shared Connections (1)

Langfuse

Only PromptFoo (5)

DeepEvalOpenAI APIVellumAgentaGalileo

Only Agenta (1)

PromptFoo
See full comparison in Explore →