Firecrawl vs Modal
Comparing architecture, runtime limits, open-source licenses, and monthly costs for autonomous agent pipelines.
Detailed Specifications & Compatibility Matrix
Extracted directly from GitHub REST API & official developer documentation
| Technical Feature / Metric | Firecrawl | Modal |
|---|---|---|
| Developer / Organization | Mendable AI | Modal Labs Inc. (Erik Bernhardsson) |
| Open-Source Engine | ✓ Open Source (AGPL-3.0) | ✓ Open Source (Apache-2.0) |
| GitHub Stars (Repo/SDK) | ★ 195,258 GitHub Stars | ★ 528 GitHub Stars |
| Core Repository Language | TypeScript | Python |
| Supported SDK Clients | ||
| Self-Hosted Deployment | ✓ Supported | Hosted Only |
| Docker / Container Ready | ✓ Official Image | ✓ Official Image |
| Model Context Protocol (MCP) | ✓ Native MCP | ✓ Native MCP |
| Billing Architecture | usage based | usage based |
| Developer Free Tier | ✓ Yes 500 scrape credits / mo | ✓ Yes $30 USD in free compute credits every month |
| Entry Paid Tier (Monthly) | $16 USD / mo | Free / Custom |
| Pricing & Cost Architecture | Monthly credit quota: Free tier provides 500 scrape credits/mo (1 page = 1 credit; 1 crawl = 1 credit per discovered page). Starter plan is $16/mo for 3,000 credits ($0.0053/page). Growth is $99/mo for 100,000 credits. | Every user receives $30/month in free compute credits perpetually. Pay-as-you-go CPU starts at $0.000015/core-second; NVIDIA GPUs (T4 to H100) are metered per millisecond. |
| Key Engineering Insight | Created after developers struggled with fragile Puppeteer scripts for RAG; its scraping cluster processes millions of web pages weekly with automated proxy rotation and stealth headers. | Founded by Erik Bernhardsson (former CTO of Better and creator of Spotify's Annoy algorithm); designed to make cloud infrastructure and GPU clusters feel as seamless as a local Python import. |
Strengths & Trade-Offs
Objective engineering evaluation of both platforms
Firecrawl Evaluation
Key Advantages
- ✓ Converts complex JavaScript-rendered SPAs and shadow DOM into clean, structured markdown optimized for LLM tokenization
- ✓ Includes built-in automated anti-bot bypass, residential IP rotation, and captcha handling with no external proxy configuration
- ✓ Official Model Context Protocol (MCP) server support and official SDKs for Python and TypeScript
Limitations & Trade-Offs
- ✕ AGPL-3.0 copyleft license requires open-sourcing modifications when self-hosting in proprietary environments
- ✕ Credit consumption scales rapidly on deep recursive crawls across multi-page domains
Modal Evaluation
Key Advantages
- ✓ Pure Python infrastructure as code: define container images and cloud jobs using simple '@app.function' decorators
- ✓ Sub-2 second container cold starts with on-demand access to NVIDIA A100, H100, and L4 GPUs without provisioning
- ✓ Automated horizontal scaling across thousands of parallel workers with built-in queueing and output streaming
Limitations & Trade-Offs
- ✕ Proprietary cloud runtime with no self-hosted on-premise execution engine available
- ✕ Workloads must be structured around Modal's Python decorator conventions and cloud serialization rules
Source Quotes
Direct excerpts from official documentation backing our extracted specifications
Firecrawl Documentation Proof
"Starter plan starts at $16/mo for 3,000 credits with automatic anti-bot bypass."
"Free tier provides 500 scraping credits per month."
"Self-hosting instructions and Docker compose provided in the open source repo."
Modal Documentation Proof
"Pay-as-you-go CPU from $0.000015/core-second; GPU compute metered per millisecond."
"Every account gets $30/month in free credits renewing monthly."
"Hosted serverless cloud execution platform managed by Modal Labs."
Frequently Asked Questions: Firecrawl vs Modal
Architectural trade-offs and decision criteria
Is Firecrawl or Modal cheaper for developers?
Firecrawl has a starting price of $16/mo (usage based), while Modal starts at $0/mo (usage based). Firecrawl includes a free tier (500 scrape credits / mo). Modal offers a free tier ($30 USD in free compute credits every month).
Can I self-host Firecrawl and Modal in my own infrastructure?
Firecrawl is self-hostable under the AGPL-3.0 license. In comparison, Modal is proprietary cloud infrastructure.
Do Firecrawl and Modal support the Model Context Protocol (MCP)?
Firecrawl has native support for MCP servers. Modal fully supports Model Context Protocol integrations.
Which programming languages have official SDKs for Firecrawl vs Modal?
Firecrawl provides official SDKs in: python, typescript, curl. Meanwhile, Modal supports: python.