# Firecrawl: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/firecrawl

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Proxy and web data providers](https://www.gane.ai/index/it/it-data/proxy-networks/index.md) | 0% | 29 | 0% | 2 |

## What the models said for it

- "Firecrawl for LLM and RAG pipelines" (Muse Glimmer 30B, Proxy and web data)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Firecrawl, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- brightdata.com: 4
- aimultiple.com: 3
- dev.to: 3
- github.com: 3
- proxyway.com: 3
- docs.google.com: 2
- scrapingbee.com: 2
- 3idatascraping.com: 1
- 5-proxy.com: 1
- axiobench.com: 1

### Pages cited

- https://aimultiple.com/enterprise-proxy: 2
- https://aimultiple.com/proxy-providers: 2
- https://brightdata.com/blog/proxy-101/best-proxy-providers: 2
- https://github.com/rxdkw0/web-scraping-benchmarks/blob/main/README.md: 2
- https://proxyway.com/research/proxy-market-research-2026: 2
- https://3idatascraping.com/managed-web-data-feeds-vs-proxy-management: 1
- https://5-proxy.com/: 1
- https://aimultiple.com/review-scraping: 1

## In its own words

What Firecrawl's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Supercharge your AI agents with data from the web and beyond. (https://firecrawl.dev/)
- For: AI companies looking to empower their LLM applications with web context (https://firecrawl.dev/)
- Price stated: Firecrawl gives you 1,000 free credits every month, which covers about 1,000 pages, and no card is required. When you need more, choose Hobby, Standard, Growth, or Scale. Every paid plan runs on pay-as-you-go. (https://firecrawl.dev/)
- Starting price: 0 (https://www.firecrawl.dev/pricing)
- Free plan or trial: 1,000 free credits every month (https://firecrawl.dev/)
- Certifications: SOC 2 Type II
- Customers named: Apple, Canva, Lovable, Aemon, Sierra, Cognism, Gamma, Replit

## What it publishes

Every page firecrawl.dev exposes, read 2026-10-05: 2250 addresses. By kind, pages and the last 90 days:

- blog: 296 pages, 12 in the last 90 days, latest 2026-10-01
- case study: 2 pages, 0 in the last 90 days, latest 2026-04-09
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- comparison: 68 pages, 3 in the last 90 days, latest 2026-09-30
- template or tool: 9 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 223 pages, 1 in the last 90 days, latest 2026-09-21
- news or press: 1 pages, 1 in the last 90 days, latest 2026-09-22
- Recent: 2026-10-01 blog: People enrichment in Firecrawl Alexandria: Apollo, FullEnrich, and Data Legion https://www.firecrawl.dev/blog/alexandria-people-enrichment
- Recent: 2026-10-01 blog: 9 Best AI Agent Authentication Platforms in 2026 https://www.firecrawl.dev/blog/best-ai-agent-authentication-platforms
- Recent: 2026-09-30 comparison: OpenAI's Decisions API vs Jev: Inside the Decision-Model Architecture https://www.firecrawl.dev/blog/openai-decisions-api-vs-jev
- Recent: 2026-09-29 blog: Firecrawl Alexandria and the Developer Index Are Now in ChatGPT and Codex https://www.firecrawl.dev/blog/alexandria-chatgpt-codex
- Recent: 2026-09-22 news or press: Give your AI agents web data and beyond. https://www.firecrawl.dev/press-brand
- Recent: 2026-09-21 glossary or explainer: What Is Jev? Inside TypeSafe's Decision-Only AI Model and Its Developer Use Cases https://www.firecrawl.dev/blog/what-is-jev

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.