
SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.

Firecrawl records 1,828,239 monthly visits with -1.9% month-over-month growth and Freemium, Contact for Pricing pricing. LangWatch records 52,098 monthly visits with +73% growth and Contact for Pricing pricing.

Agent observability, evals and governance for AI platform teams
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | firecrawl.dev | langwatch.ai |
| Pricing Model | Freemium, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 1.83M (1,828,239) | 52.1K (52,098) |
| MoM Traffic Delta |
| -35.65K (-1.9%) |
| +21.98K (+73%) |
| Primary Market & Share | 🇺🇸 United States (31.8%) | 🇺🇸 United States (46.7%) |
|---|
| Direct Visits / mo | 740.26K | 28.99K |
|---|
| User Rating | 4.7 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|
Web data API that turns any site into clean, AI-ready content
Multiple endpoints cover discovery, single-page extraction, whole-site crawling, and URL mapping from one API.
Returns Markdown, structured JSON, HTML, links, and screenshots while stripping navigation, ads, and footers to cut token usage.
After scraping, drive clicks, typing, scrolling, and navigation with prompts or code to reach data behind interaction.
Python and Node SDKs, REST API, CLI, and an MCP server let agents and IDEs connect in minutes.

Agent observability, evals and governance for AI platform teams
Full GenAI spec support means traces from LangChain, LangGraph, CrewAI, Mastra, Pydantic AI, the Vercel AI SDK and any OTel-compatible stack land in the same view, with tokens, cost and cache accounted per span.
Score single outputs or entire conversations with an LLM judge, custom code or a workflow, run evals from a notebook or UI, and evaluate live production traffic in real time.
Simulated text and voice users push agents turn after turn in realistic scenarios, runnable locally and in CI, with tools, skills and MCP servers traced and mockable.
Route OpenAI, Anthropic, Google, Bedrock, Mistral and other providers through one endpoint using your own keys, with budgets per person, team and customer and around 11 microseconds of overhead.

SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.


Combines live web search and cloud browsers for agentic automation, but less specialized in clean markdown generation.

Optimized for semantic web search and AI agent retrieval, but less focused on full-site markdown crawling.
Bundles deep research agents and web search APIs, but less centered on raw site-to-markdown conversion.

SpecialistEnterprise proxy infrastructure with powerful scraping tools, but significantly higher complexity and pricing for simple markdown conversion.


Provides excellent URL-to-Markdown document reading and neural search endpoints, but narrower full-site crawling depth.

Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAI gateway, observability and guardrails for production LLM apps

SpecialistCloud browsers for AI agents, scraping, and automation that won't get blocked

Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production

Free / Open-sourceOpen-source AI gateway with observability and evals built in
SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.
Bundles deep research agents and web search APIs, but less centered on raw site-to-markdown conversion.
SpecialistEnterprise proxy infrastructure with powerful scraping tools, but significantly higher complexity and pricing for simple markdown conversion.
Provides excellent URL-to-Markdown document reading and neural search endpoints, but narrower full-site crawling depth.
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAI gateway, observability and guardrails for production LLM apps
SpecialistCloud browsers for AI agents, scraping, and automation that won't get blocked
Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceOpen-source AI gateway with observability and evals built in