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Diffbot

Structured extract / KG peer. Firecrawl remains llm-ready-extract default; Diffbot when you need schema'd…

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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.

Overall
8.0
curated_estimate
confidence: high · as of 2026-09-14
Capability fit
8.6
Price / performance
7.6
Latency / reliability
8.4
Developer & agent DX
8.0
Privacy / data retention
7.2
Lock-in risk (higher = worse)
4.5
Maturity / track record
8.8

Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.

Sources: Diffbot pricing: https://www.diffbot.com/pricing/ · Diffbot: https://www.diffbot.com

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

Weaknesses

  • · Not as LLM-markdown-native as Firecrawl/Jina Reader
  • · $299 Startup jump from Free
  • · KG coverage/licensing diligence needed

Pricing notes

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-rata per-credit. Higher tiers via sales.

Regions: global, usLast reviewed: 2026-09-14Status: active

Sourced pricing

Contract status unavailable · no_sourced_price. Single normalized $/1M: null. Machine list: /api/pricing?provider=diffbot

No sourced SKU row. Notes above stay prose.

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