kitio.aiFirecrawl vs Label Studio
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Firecrawl starts at $19/mo and Label Studio starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Scrape to markdown
- Site crawling
- Web search endpoint
- Schema-based extraction
- MCP server
- Configurable labeling templates
- Multi-data-type support
- ML backend pre-labeling
- Reviewer workflows
- LLM evaluation templates
| Feature | Firecrawl | Label Studio |
|---|---|---|
| Best for | API that turns websites into clean markdown for AI apps | Open-source data labeling tool for any data type |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Freemium |
| Starting price | $19/mo | See pricing page |
| Free plan | Yes | Yes |
| Made by | Firecrawl | HumanSignal |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Firecrawl starts at $19/mo and Label Studio starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
6 plans
Free
Free
- 1,000 credits per month
- 2 concurrent requests
Hobby
$19/mo
- 5,000 credits per month
- 5 concurrent requests
Standard
$99/mo
- 100,000 credits per month
- 25 concurrent requests
Growth
$399/mo
- 500,000 credits per month
- 50 concurrent requests
- Priority support
Scale
$749/mo
- 1,000,000 credits per month
- 100 concurrent requests
Enterprise
Contact sales
- Custom credits and concurrency
- SLA, SSO, zero-data retention
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Firecrawl
- Output is ready for LLMs
- Simple, well-documented API
- Open-source core
- Credits go fast on big crawls
- Some sites still block it
Label Studio
- Free and open source
- Very flexible templates
- Large community
- Team features need enterprise plan
- Self-hosting requires upkeep
Which one should you choose?
Choose Firecrawl if you want:
- Output is ready for LLMs
- Simple, well-documented API
- Open-source core
Watch out: credits go fast on big crawls.
Choose Label Studio if you want:
- Free and open source
- Very flexible templates
- Large community
Watch out: team features need enterprise plan.
Firecrawl vs Label Studio FAQ
What is the difference between Firecrawl and Label Studio?
Firecrawl: API that turns websites into clean markdown for AI apps. Label Studio: Open-source data labeling tool for any data type. Both are data & analytics tools.
Is Firecrawl or Label Studio cheaper?
Firecrawl starts at $19/mo and Label Studio starts at See pricing page. Check both pricing pages for current plans.
Do Firecrawl and Label Studio have free plans?
Firecrawl: Yes. Label Studio: Yes.
Who makes Firecrawl?
Firecrawl is made by Firecrawl, based in United States.
Who makes Label Studio?
Label Studio is made by HumanSignal, based in United States.
Which should I choose, Firecrawl or Label Studio?
Choose Firecrawl if you value output is ready for llms and simple, well-documented api. Choose Label Studio if you value free and open source and very flexible templates.