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Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=llm-ready-extract","human":"/providers/scrapingbee","compare":"/compare/reducto-vs-scrapingbee"},{"id":"diffbot","slug":"diffbot","name":"Diffbot","tagline":"Structured extract / KG peer. Firecrawl remains llm-ready-extract default; Diffbot when you need schema'd…","website":"https://www.diffbot.com","status":"active","overall":7.96,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.06,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["llm-ready-extract"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"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.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.diffbot.com","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=llm-ready-extract","human":"/providers/diffbot","compare":"/compare/reducto-vs-diffbot"},{"id":"agentql","slug":"agentql","name":"AgentQL","tagline":"Pinned Professional $99 on the live unauthenticated card (Round 8). Strong semantic query language for agent…","website":"https://www.agentql.com","status":"active","overall":7.73,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.29,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["llm-ready-extract"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-09-14 (agentql.com/pricing live HTML): Free trial 300 API calls / 10 RPM / 1 hr remote browser / 1 concurrent. Starter $0/mo — 50 free API calls/mo then $0.02/call; 10 browser-hrs included then $0.12/hr; 5 concurrent. Professional $99/mo — 10,000 API calls included ($0…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.agentql.com","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=llm-ready-extract","human":"/providers/agentql","compare":"/compare/reducto-vs-agentql"}],"rankContract":{"style":"editorial_weighted","notAnElo":true,"note":"deltaOverallVsSubject is Depot overall (0–10) minus the subject. It is not Arena Elo and not an Artificial Analysis index."},"freshness":{"scoreAsOfMin":"2026-09-14","scoreAsOfMax":"2026-10-19","contractAsOf":"2026-10-03"},"honesty":["Alternatives are other catalog providers that share a JTBD as pick or runner-up. If fewer than three exist, same-category active providers fill the list and are labeled same_category.","Overall deltas are catalog scores. kind=curated_estimate is not a lab measurement.","Pricing rows are sourced or explicitly null. Do not parse pricingNotes. A single normalized USD figure is set only for a provider with exactly one token row."],"links":{"human":"/alternatives/reducto","machine":"/api/alternatives?provider=reducto","provider":"/api/providers/reducto","canonical":"/api/canonical"}}