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Arize Phoenix vs Firecrawl

Side-by-side comparison with live GitHub signals. Last updated April 1, 2026.

A

Arize Phoenix

Open-source LLM observability with tracing, evaluation, and datasets — 8K+ stars

OSSfreemium Trending
8.5K250.0K/w4d ago120
F

Firecrawl

Web scraping API built for LLMs — turn any website into LLM-ready data — 89K+ stars

OSSfreemium
102.1Ktoday138
MetricArize PhoenixFirecrawl
GitHub Stars8.5K102.1K
Contributors120138
Last CommitMar 28, 2026Mar 31, 2026
Open Issues240
Licenseopen-sourceopen-source
Pricingfreemiumfreemium
Free TierYesYes
Categorydev-toolsdev-tools
TrendingYesNo

Shared Tags

open-source

Only in Arize Phoenix

observabilitytracingevaluationopentelemetrydebugging

Only in Firecrawl

web-scrapingragapillm-datamarkdownpython

About Arize Phoenix

Arize Phoenix is an open-source observability platform for LLM applications. It provides tracing for multi-step agent workflows, built-in evaluation with LLM-as-judge and code-based evals, dataset management for experiments, and a visual UI for debugging prompt/response pairs. Phoenix integrates with OpenTelemetry, LangChain, LlamaIndex, and OpenAI, and can run locally or in the cloud.

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About Firecrawl

Firecrawl is a web scraping API that turns entire websites into clean, LLM-ready markdown or structured data. Handles JavaScript rendering, anti-bot bypassing, sitemaps, and recursive crawling. Provides scrape (single URL), crawl (entire site), map (discover URLs), and extract (structured data) endpoints. Essential infrastructure for RAG pipelines and AI agents that need web data.

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