Diffbot vs Firecrawl
Agent-native side-by-side. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse. Prefer JTBD picks via /api/decide when choosing for a job.
| Dimension | Diffbot | Firecrawl |
|---|---|---|
| Overall | 8.0 | 8.3 |
| Capability fit | 8.6 | 9.0 |
| Price / performance | 7.6 | 8.0 |
| Latency / reliability | 8.4 | 8.4 |
| Developer & agent DX | 8.0 | 9.4 |
| Privacy / data retention | 7.2 | 7.2 |
| Lock-in risk (higher = worse) | 4.5 | 4.5 |
| Maturity / track record | 8.8 | 7.8 |
| Pricing | As of 2026-09-14 (diffbot.com/pricing): Free $0 — 9,500 credits/mo, 5 rpm. Startup $299/mo for production. Credits: Extract 1 page = 1 credit (2 via DC proxy); NLP doc = 1; Knowledge Graph queries metered. Overage pro-ra… | Crawl/scrape to clean markdown/JSON for LLMs; API credits; agent/sandbox features expanding. |
| Tagline | Structured extract / KG peer. Firecrawl remains llm-ready-extract default; Diffbot when you need schema'd… | Depot pick for turning the web into LLM context. Browserbase when you need to *act*, Firecrawl when you need… |
Diffbot
Structured extract / KG peer. Firecrawl remains llm-ready-extract default; Diffbot when you need schema'd entities/KG. Strengths: Structured page Extract + Knowledge Graph in one vendor; Clear free/Startup credit economics; Less brittle than DIY CSS scrapers for product pages.
Strengths
- Structured page Extract + Knowledge Graph in one vendor
- Clear free/Startup credit economics
- Less brittle than DIY CSS scrapers for product pages
Weaknesses
- Not as LLM-markdown-native as Firecrawl/Jina Reader
- $299 Startup jump from Free
- KG coverage/licensing diligence needed
Firecrawl
Depot pick for turning the web into LLM context. Browserbase when you need to *act*, Firecrawl when you need to *read*. Strengths: LLM-ready output (markdown/structured); Excellent agent/MCP integrations; Search + extract in one vendor.
Strengths
- LLM-ready output (markdown/structured)
- Excellent agent/MCP integrations
- Search + extract in one vendor
Weaknesses
- Cost vs raw scrape APIs at huge volume
- Less interactive than full browser clouds
- Newer than classic scrape vendors
More pairs: anthropic-vs-openai · openai-vs-google-ai · groq-vs-fireworks · fireworks-vs-together · qdrant-vs-pinecone · pinecone-vs-supabase-pgvector · e2b-vs-modal · browserbase-vs-firecrawl