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Input/output, context tiers, and non-token units stay null at this level.","gap":"Partial coverage. Providers without a fetched SKU are omitted. See GET /api/pricing."},"decideHint":"/api/decide?jtbd=search-augmented-llm","human":"/providers/firecrawl","compare":"/compare/parallel-vs-firecrawl"},{"id":"linkup","slug":"linkup","name":"Linkup","tagline":"Agent-search runner when you want transparent per-call EU-leaning search. 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The stored long-context $0.75 (usd_per_million_output_tokens) cannot be confirmed; static check status was not_found_on_page. Row kept for history, marked unverified, never ranked. No new long-context amount is invented.","sourceStatusCheckedOn":"2026-10-20"}],"notesExcerpt":"GPT-5.6 tiers (Sol/Terra/Luna) roughly $5/$30 to $1/$6 per 1M tokens; prompt caching with explicit breakpoints; batch discounts. Media (images/audio) billed separately.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://openai.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":"Partial coverage. Providers without a fetched SKU are omitted. See GET /api/pricing."},"decideHint":"/api/decide?jtbd=web-grounded-qa","human":"/providers/openai","compare":"/compare/parallel-vs-openai"},{"id":"serpapi","slug":"serpapi","name":"SerpApi","tagline":"Classic SERP API when you need engine breadth. Prefer Serper for budget Google-only; Exa/Tavily/You for…","website":"https://serpapi.com","status":"active","overall":8.15,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":0.05,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["agent-search"],"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 (serpapi.com/pricing): Free $0 — 250 searches/mo. Starter $25/1k, Developer $75/5k, Production $150/15k, Big Data $275/30k (month-to-month). 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See GET /api/pricing."},"decideHint":"/api/decide?jtbd=agent-search","human":"/providers/serper","compare":"/compare/parallel-vs-serper"},{"id":"zoominfo","slug":"zoominfo","name":"ZoomInfo GTM AI","tagline":"Strong enrichment peer when agents need MCP + verified contacts. PDL remains Depot pick for API-first…","website":"https://gtm.ai","status":"active","overall":7.98,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.12,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["people-enrichment"],"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 (gtm.ai/pricing): Free — 1k data + 1k AI credits, MCP+API+CLI, no seats. PAYG top-ups from $20; Data credits ~$0.38 at $1k spend tier (volume discounts); AI credits $0.05 flat. Search/lookup free; enrich 1 credit/new record; Enterprise adds 12-mo Records Under Ma…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://gtm.ai","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=people-enrichment","human":"/providers/zoominfo","compare":"/compare/parallel-vs-zoominfo"}],"rankContract":{"style":"editorial_weighted","notAnElo":true,"note":"deltaOverallVsSubject is Depot overall (0–10) minus the subject. 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