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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

Budget

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
Vellum
vs
Humanloop

Choose Vellum when…

  • •You want a full LLM product development platform
  • •Prompt management, testing, and deployment in one place
  • •You're iterating on prompts in a team workflow

Choose Humanloop when…

  • •managing prompts as production artifacts with version control
  • •running A/B tests across different models and prompt variants
  • •need human labeling and automated evals in one platform
Field
Vellum
Humanloop
Category
Prompt & Eval
Prompt & Eval
Type
SaaS
SaaS
Free Tier
✓ Yes
✓ Yes
Plans
Starter: Paid
Free: $0Growth: $200/mo
Stars
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Health
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Trajectory
— not enough data
— not enough data

Vellum

End-to-end platform for prompt engineering teams. Version prompts, run A/B tests, evaluate quality, and deploy to production with a visual interface.

Humanloop

Humanloop is a platform for managing prompts, running experiments, and evaluating LLM outputs in production. It provides a prompt editor, version history, A/B testing across models, and human plus automated eval workflows — keeping your prompts in sync with your code.

Vellum Website ↗
Humanloop Website ↗

Only Vellum (2)

PromptFooHumanloop

Only Humanloop (3)

VellumPromptLayerGalileo
See full comparison in Explore →