Arize Phoenix vs Braintrust vs Promptfoo vs PromptLayer

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

Arize Phoenix Open-source LLM evaluation and observability Visit Braintrust LLM evaluation and prompt management for production Visit Promptfoo MIT-licensed LLM eval and red-teaming CLI, now owned by OpenAI Visit PromptLayer Prompt management and observability Visit
RECATOOLS Score 7.8 / 10 7.5 / 10 8.1 / 10 7.1 / 10
Capability 8 8 8 7
Value for money 9 7 8.5 7
Ease of use 6 7 7.5 8
ASEAN readiness 8 6 6.5 6
API quality 8 8 8 7
Pricing Open Source Freemium Freemium Freemium
Free tier
Paid from
Has API
Open source
Free to use
Users
Founded 2023 2023 2022
Maker
Verdict

Arize Phoenix is an open-source observability and evaluation toolkit for LLM and AI applications, offering tracing, prompt and RAG debugging, evals, and OpenTelemetry-based instrumentation that runs locally or self-hoste...

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...

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...

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...

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