Staxly

Firecrawl vs Cody

AI-native web scraping + crawling API — LLM-ready data extraction
vs. AI coding assistant by Sourcegraph — code graph + enterprise codebase context

Firecrawl websiteCody by Sourcegraph

Pricing tiers

Firecrawl

Free
500 credits one-time. 2 concurrent requests. For exploration.
Free
Self-Hosted (OSS)
AGPL-3.0 licensed. Run on your own infra.
$0 base (usage-based)
Hobby
$19/month ($16 annual). 3,000 credits/month. 5 concurrent.
$19/mo
Standard
$99/month ($83 annual). 100,000 credits. 50 concurrent. Most popular.
$99/mo
Growth
$399/month ($333 annual). 500,000 credits. 100 concurrent.
$399/mo
Enterprise
Custom. Dedicated support + SLA, bulk discounts, zero-data retention, SSO, advanced security.
Custom
Firecrawl website

Cody

Cody Free
$0. 500 autocompletes + 20 chat messages/mo. Claude Sonnet + GPT-4o-mini.
Free
Cody Pro
$9/user/mo. Unlimited autocomplete, unlimited chat, premium LLMs (Claude Opus, GPT-5).
$9/mo
Enterprise Starter
$19/user/mo. Adds advanced context (code graph), SSO, centralized billing.
$19/mo
Enterprise
$59/user/mo. On-prem deploy option, full Sourcegraph platform, audit logs, SLA.
$59/mo
Cody by Sourcegraph

Free-tier quotas head-to-head

Comparing free on Firecrawl vs free on Cody.

MetricFirecrawlCody
No overlapping quota metrics for these tiers.

Features

Firecrawl · 16 features

  • Batch ScrapeScrape many URLs in parallel.
  • CrawlCrawl an entire site following links. Returns all pages.
  • Custom Headers/CookiesScrape behind login via headers.
  • Deep Research (beta)AI agent that autonomously researches a query across many sites.
  • Extract (AI)Structured extraction with a JSON schema → Firecrawl runs LLM for you.
  • JavaScript RenderingHeadless browser handles SPAs, React/Vue sites.
  • LLM-Ready MarkdownCleaned + normalized Markdown optimized for LLM ingestion.
  • MapFast — returns all URLs on a site without fetching content.
  • MCP ServerOfficial MCP for Claude / Cursor / Agents.
  • Open Source (AGPL)Self-host the entire stack via Docker.
  • PDF ParsingExtract text from PDFs.
  • Residential ProxiesBypass anti-bot + geoblocks (paid).
  • ScrapeSingle URL → clean markdown/JSON/HTML.
  • ScreenshotsVisual screenshot alongside content.
  • Search (beta)Google-like search API returning results + content.
  • Structured OutputExtract to JSON schema via LLM.

Cody · 17 features

  • Audit LogsEnterprise compliance.
  • AutocompleteInline code completion.
  • Batch Changes (Enterprise)Large-scale automated refactors.
  • ChatConversational AI with @-context.
  • Code Graph ContextAutomatic dependency-aware context.
  • Commands (Slash)Pre-built prompts (/explain, /doc, /test).
  • Custom PromptsShareable team-level prompt library.
  • Inline EditHighlight code → edit via natural language.
  • JetBrains PluginIntelliJ/PyCharm/WebStorm/etc.
  • @ MentionsAdd files/symbols/URLs as context.
  • Multi-LLM SelectionPick Claude/GPT/Gemini per request.
  • Neovim PluginNvim integration.
  • On-Prem Deploy (Enterprise)Self-host full Sourcegraph + Cody.
  • OpenCtx ExtensionsThird-party context providers.
  • Prompts LibraryTeam-wide reusable prompts.
  • SSO (Enterprise)SAML + OIDC.
  • VS Code ExtensionPrimary IDE.

Developer interfaces

KindFirecrawlCody
CLIFirecrawl CLIsrc CLI (context tool)
SDKfirecrawl-go, firecrawl-js, firecrawl-py
RESTFirecrawl REST APICody API (Enterprise)
MCPFirecrawl MCP Server
OTHERCody for JetBrains, Cody for Neovim, Cody for VS Code, Sourcegraph Cloud Web
Staxly is an independent catalog of developer platforms. Some links to Firecrawl and Cody may be affiliate links — Staxly may earn a commission if you sign up through them, at no extra cost to you. Pricing is verified against vendor pages at publication time — reconfirm before buying.

Want this comparison in your AI agent's context? Install the free Staxly MCP server.