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Humanloop in brief
Humanloop is a serious platform for product teams building LLM applications. The focus on collaboration between PMs, engineers and human evaluators is a real differentiator.
- PriceCustom pricing
- CategoryCode
- RecommendedWith caveats
The essentials in 20 seconds
- Platform for creating, testing and deploying LLM applications as a team
- Versioned prompt management with history and rollback
- Human and automated evaluation of LLM outputs
- Pricing: enterprise on request
Verdict: Humanloop is built for teams industrializing LLM products. PM/engineer collaboration on prompts and rigorous output evaluation sets it apart from simple prompt management tools.
What is Humanloop
Humanloop is an LLMOps platform that lets teams develop, test and deploy LLM applications collaboratively. The core vision: prompts are product artifacts, not just code, and they should be managed as such with versioning, testing and evaluations.
The platform integrates human annotation workflows to evaluate LLM output quality at scale.
Strengths
Cross-functional collaboration
PMs can modify prompts, data scientists can run evaluations, engineers can deploy. Everything happens in a shared space with access controls.
Scalable human evaluation
Humanloop lets you create annotation tasks for humans to evaluate LLM output quality. Essential for reliable metrics beyond automated benchmarks.
Deployment without recompilation
You update a prompt in Humanloop without redeploying code. The code calls the Humanloop API which returns the configured prompt version.
Limitations
Opaque enterprise pricing
No displayed price. Requires contacting sales. Hard to evaluate for teams of fewer than 20 people.
Real learning curve
Humanloop is a complex platform that requires genuine onboarding. Not for quick experiments.
Pricing
- Enterprise custom pricing
Alternatives
- Braintrust for an LLM evaluation platform with more transparent pricing
- LangSmith for observability and evaluation in the LangChain ecosystem
- PromptLayer for more accessible prompt management
Verdict
Humanloop is justified for companies with dedicated teams building AI products and needing a rigorous collaborative workflow between product and engineering. For startups, lighter alternatives often get the job done.
FAQ
Does Humanloop support all LLMs?
Yes. OpenAI, Anthropic, Google, and open source models via compatible API are supported.
Can you self-host Humanloop?
On-premise deployment options exist for companies with strict privacy requirements.
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Screenshots Humanloop
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Humanloop : 0/10.
Humanloop is a serious platform for product teams building LLM applications. The focus on collaboration between PMs, engineers and human evaluators is a real differentiator..
Test Humanloop yourself
A free trial is available. Plan thirty minutes to form your own opinion.
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Humanloop
Custom pricing