PromptLayer vs Braintrust vs Langfuse vs Promptfoo

A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.

PromptLayer Prompt management and observability Visit Braintrust LLM evaluation and prompt management for production Visit Langfuse Open-source LLM observability and analytics Visit Promptfoo MIT-licensed LLM eval and red-teaming CLI, now owned by OpenAI Visit
RECATOOLS Score 7.1 / 10 7.5 / 10 8.4 / 10 8.1 / 10
Capability 7 8 8 8
Value for money 7 7 9 8.5
Ease of use 8 7 7 7.5
ASEAN readiness 6 6 7 6.5
API quality 7 8 9 8
Pricing Freemium Freemium Open Source Freemium
Free tier
Paid from
Has API
Open source
Free to use
Users
Founded 2022 2023 2023
Maker
Verdict

PromptLayer is a focused prompt-management and observability platform that started as a logging layer for LLM calls and grew into a prompt CMS with evals and monitoring. Its strength is letting non-technical team members...

Braintrust is an evaluation, observability and prompt-iteration platform for teams building LLM-powered products, offering systematic evals, logging, datasets, scoring and a playground that bring engineering rigour to ot...

Langfuse is a leading open-source LLM observability platform covering tracing, prompt management, evaluations, cost tracking and analytics, with framework-agnostic SDKs that work well alongside LangChain, LlamaIndex or r...

Promptfoo built its reputation as the eval tool developers actually reach for instead of rolling their own harness — YAML configs, 50-plus provider support, and a red-teaming mode that generates jailbreak and prompt-inje...

Full review → Full review → Full review → Full review →
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Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.