V0.2 operation alphaReal crawler projectionpublic alpha routePublic prices are generated from the operation SOP crawler_projection after capture, normalization, and deterministic gates. This is alpha projection data, not a GTM readiness claim; conflict or low-confidence rows stay in manual review.

official model vendor

OpenAI

official model vendor provider · OpenAI-compatible with 112 normalized prices.

Web reputation samples

External public summaries normalized by LLMTicker; not LLMTicker verified user reviews. LLMTicker recalculates reputation from public items instead of copying third-party ratings.

Reputation brief13 samples

OpenAI reputation brief is based on 13 samples across 4 source families, with latest item at 2026-05-17T00:00:00.000Z; it helps scanning and does not replace item-level evidence.

MixedBillingPricing transparency

News report shows a large Codex-agent workload consuming very high OpenAI API-equivalent spend, underlining cost observability needs at scale.

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News report shows a large Codex-agent workload consuming very high OpenAI API-equivalent spend, underlining cost observability needs at scale.

Tom's Hardware OpenAI API spend report05/17/2026, 00:00:00 UTC+0Tom's Hardware OpenAI API spend report23 d

MixedRate limitDocsAPI compatibility

Engineering guide treats OpenAI rate-limit headers and client-side throttling as necessary production controls rather than optional polish.

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Engineering guide treats OpenAI rate-limit headers and client-side throttling as necessary production controls rather than optional polish.

Respan OpenAI API rate-limit guide05/16/2026, 00:00:00 UTC+0Respan OpenAI API rate-limit guide23 d

MixedModel coverageSupportAPI compatibility

Scorecard calls OpenAI API a standard-bearer for developers prioritizing reasoning depth, while noting safety filters and support complaints.

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Scorecard calls OpenAI API a standard-bearer for developers prioritizing reasoning depth, while noting safety filters and support complaints.

nolist.ai OpenAI API review03/21/2026, 00:00:00 UTC+0nolist.ai OpenAI API review23 d

NegativeAvailabilityLatency

Status write-up records elevated API error rates and latency across several models, including impact to API and some Codex traffic.

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Status write-up records elevated API error rates and latency across several models, including impact to API and some Codex traffic.

OpenAI Status API error-rate write-up03/04/2026, 00:00:00 UTC+0OpenAI Status API error-rate write-up23 d

MixedRate limitSupportDocs

Developer community answer says higher-volume rate-limit relief still requires support escalation, adding operational friction for bursty workloads.

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Developer community answer says higher-volume rate-limit relief still requires support escalation, adding operational friction for bursty workloads.

OpenAI developer community rate-limit exception thread12/11/2025, 00:00:00 UTC+0OpenAI developer community rate-limit exception thread23 d

NegativeLatencyAvailability

Developer community thread reports sudden API latency increases, with requests taking 15 to 20 seconds and users asking whether a platform incident exists.

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Developer community thread reports sudden API latency increases, with requests taking 15 to 20 seconds and users asking whether a platform incident exists.

OpenAI developer community slow API thread12/10/2025, 00:00:00 UTC+0OpenAI developer community slow API thread23 d

NegativeBillingDocsPricing transparency

Developer thread challenges how monthly budget controls are described, surfacing confusion around spend limits and billing guardrails.

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Developer thread challenges how monthly budget controls are described, surfacing confusion around spend limits and billing guardrails.

OpenAI developer community budget-control thread12/10/2025, 00:00:00 UTC+0OpenAI developer community budget-control thread23 d

MixedLatencyAvailability

LLM developer discussion asks whether OpenAI search API latency had degraded, keeping latency visible as an adoption risk.

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LLM developer discussion asks whether OpenAI search API latency had degraded, keeping latency visible as an adoption risk.

Reddit OpenAI search API latency discussion11/21/2025, 00:00:00 UTC+0Reddit OpenAI search API latency discussion23 d

System signalA · 94official model vendor0 risk flags

Latest prices

Provider latest price table
Model	Input miss	Input hit	Output	Verified	Source
o1 Pro	$150/ 1M missFresh	Not published	$600/ 1M outFresh	4 h	OpenAI pricing4 h
o1 Pro 2025-03-19	$150/ 1M missFresh	Not published	$600/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5.4 Pro	$30.00/ 1M missFresh	Not published	$180/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-5.5 Pro	$30.00/ 1M missFresh	Not published	$180/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-5.2 Pro	$21.00/ 1M missFresh	Not published	$168/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-4 32K	$60.00/ 1M missFresh	Not published	$120/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-5 Pro	$15.00/ 1M missFresh	Not published	$120/ 1M outFresh	4 h	OpenAI pricing4 h
o3 Pro	$20.00/ 1M missFresh	Not published	$80.00/ 1M outFresh	4 h	OpenAI pricing4 h
o3 Pro 2025-06-10	$20.00/ 1M missFresh	Not published	$80.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Fine-tuned GPT-4 0613	$30.00/ 1M missFresh	Not published	$60.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4	$30.00/ 1M missFresh	Not published	$60.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4 0613	$30.00/ 1M missFresh	Not published	$60.00/ 1M outFresh	4 h	OpenAI pricing4 h
o1	$15.00/ 1M missFresh	$7.50/ 1M hitFresh	$60.00/ 1M outFresh	4 h	OpenAI pricing4 h
o1 2024-12-17	$15.00/ 1M missFresh	$7.50/ 1M hitFresh	$60.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
o3 Deep Research	$10.00/ 1M missFresh	$2.50/ 1M hitFresh	$40.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
o3 Deep Research 2025-06-26	$10.00/ 1M missFresh	$2.50/ 1M hitFresh	$40.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4 0125 Preview	$10.00/ 1M missFresh	Not published	$30.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-4 1106 Preview	$10.00/ 1M missFresh	Not published	$30.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-4 1106 Vision Preview	$10.00/ 1M missFresh	Not published	$30.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-4 Turbo	$10.00/ 1M missFresh	Not published	$30.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4 Turbo 2024-04-09	$10.00/ 1M missFresh	Not published	$30.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-4 Turbo Preview	$10.00/ 1M missFresh	Not published	$30.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5.5	$5.00/ 1M missFresh	$0.50/ 1M hitFresh	$30.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-4o Realtime Preview	$5.00/ 1M missFresh	$2.50/ 1M hitFresh	$20.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o Realtime Preview 2024-12-17	$5.00/ 1M missFresh	$2.50/ 1M hitFresh	$20.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o Realtime Preview 2025-06-03	$5.00/ 1M missFresh	$2.50/ 1M hitFresh	$20.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Fine-tuned o4 mini 2025-04-16	$4.00/ 1M missFresh	$1.00/ 1M hitFresh	$16.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Realtime	$4.00/ 1M missFresh	$0.40/ 1M hitFresh	$16.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Realtime 1.5	$4.00/ 1M missFresh	$0.40/ 1M hitFresh	$16.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Realtime 2	$4.00/ 1M missFresh	$0.40/ 1M hitFresh	$16.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Realtime 2025-08-28	$4.00/ 1M missFresh	$0.40/ 1M hitFresh	$16.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Chatgpt 4o Latest	$5.00/ 1M missFresh	Not published	$15.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o 2024-05-13	$5.00/ 1M missFresh	Not published	$15.00/ 1M outFresh	4 h	OpenAI pricing4 h
Fine-tuned GPT-4o 2024-08-06	$3.75/ 1M missFresh	$1.88/ 1M hitFresh	$15.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Fine-tuned GPT-4o 2024-11-20	$3.75/ 1M missFresh	Not published	$15.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Fine-tuned davinci-002	$12.00/ 1M missFresh	Not published	$12.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5.4	$2.50/ 1M missFresh	$0.25/ 1M hitFresh	$15.00/ 1M outFresh	4 h	OpenAI pricing4 h
Gpt 5.2 Chat Latest	$1.75/ 1M missFresh	$0.17/ 1M hitFresh	$14.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Gpt 5.3 Chat Latest	$1.75/ 1M missFresh	$0.17/ 1M hitFresh	$14.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5.2	$1.75/ 1M missFresh	$0.17/ 1M hitFresh	$14.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-5.2 Codex	$1.75/ 1M missFresh	$0.17/ 1M hitFresh	$14.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5.3 Codex	$1.75/ 1M missFresh	$0.17/ 1M hitFresh	$14.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Fine-tuned GPT-4.1 2025-04-14	$3.00/ 1M missFresh	$0.75/ 1M hitFresh	$12.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Audio	$2.50/ 1M missFresh	Not published	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Audio 1.5	$2.50/ 1M missFresh	Not published	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Audio 2025-08-28	$2.50/ 1M missFresh	Not published	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o	$2.50/ 1M missFresh	$1.25/ 1M hitFresh	$10.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-4o 2024-08-06	$2.50/ 1M missFresh	$1.25/ 1M hitFresh	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o 2024-11-20	$2.50/ 1M missFresh	$1.25/ 1M hitFresh	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o Audio Preview	$2.50/ 1M missFresh	Not published	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o Audio Preview 2024-12-17	$2.50/ 1M missFresh	Not published	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o Audio Preview 2025-06-03	$2.50/ 1M missFresh	Not published	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o Search Preview	$2.50/ 1M missFresh	$1.25/ 1M hitFresh	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o Search Preview 2025-03-11	$2.50/ 1M missFresh	$1.25/ 1M hitFresh	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Gpt 5.1 Chat Latest	$1.25/ 1M missFresh	$0.13/ 1M hitFresh	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5	$1.25/ 1M missFresh	$0.13/ 1M hitFresh	$10.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-5 Chat	$1.25/ 1M missFresh	$0.13/ 1M hitFresh	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5 Codex	$1.25/ 1M missFresh	$0.13/ 1M hitFresh	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5 Search API	$1.25/ 1M missFresh	$0.13/ 1M hitFresh	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5.1	$1.25/ 1M missFresh	$0.13/ 1M hitFresh	$10.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-5.1 Codex	$1.25/ 1M missFresh	$0.13/ 1M hitFresh	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5.1 Codex Max	$1.25/ 1M missFresh	$0.13/ 1M hitFresh	$10.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4.1	$2.00/ 1M missFresh	$0.50/ 1M hitFresh	$8.00/ 1M outFresh	4 h	OpenAI pricing4 h
o3	$2.00/ 1M missFresh	$0.50/ 1M hitFresh	$8.00/ 1M outFresh	4 h	OpenAI pricing4 h
o3 2025-04-16	$2.00/ 1M missFresh	$0.50/ 1M hitFresh	$8.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
o4 mini Deep Research	$2.00/ 1M missFresh	$0.50/ 1M hitFresh	$8.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
o4 mini Deep Research 2025-06-26	$2.00/ 1M missFresh	$0.50/ 1M hitFresh	$8.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Fine-tuned GPT-3.5 Turbo	$3.00/ 1M missFresh	Not published	$6.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Fine-tuned GPT-3.5 Turbo 0125	$3.00/ 1M missFresh	Not published	$6.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Fine-tuned GPT-3.5 Turbo 0613	$3.00/ 1M missFresh	Not published	$6.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Fine-tuned GPT-3.5 Turbo 1106	$3.00/ 1M missFresh	Not published	$6.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
Codex Mini Latest	$1.50/ 1M missFresh	$0.38/ 1M hitFresh	$6.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-3.5 Turbo 16K	$3.00/ 1M missFresh	Not published	$4.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-3.5 Turbo 16K 0613	$3.00/ 1M missFresh	Not published	$4.00/ 1M outFresh	4 h	OpenAI pricing4 h
o1 mini	$1.10/ 1M missFresh	$0.55/ 1M hitFresh	$4.40/ 1M outFresh	4 h	OpenAI pricing4 h
o3 mini	$1.10/ 1M missFresh	$0.55/ 1M hitFresh	$4.40/ 1M outFresh	4 h	OpenAI pricing4 h
o3 mini 2025-01-31	$1.10/ 1M missFresh	$0.55/ 1M hitFresh	$4.40/ 1M outFresh	4 h	LiteLLM model cost map4 h
o4 mini	$1.10/ 1M missFresh	$0.28/ 1M hitFresh	$4.40/ 1M outFresh	4 h	OpenAI pricing4 h
o4 mini 2025-04-16	$1.10/ 1M missFresh	$0.28/ 1M hitFresh	$4.40/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5.4 Mini	$0.75/ 1M missFresh	$0.07/ 1M hitFresh	$4.50/ 1M outFresh	4 h	OpenAI pricing4 h
Fine-tuned GPT-4.1 mini 2025-04-14	$0.80/ 1M missFresh	$0.20/ 1M hitFresh	$3.20/ 1M outFresh	4 h	LiteLLM model cost map4 h
davinci-002	$2.00/ 1M missFresh	Not published	$2.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT Audio Mini	$0.60/ 1M missFresh	Not published	$2.40/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Audio Mini 2025-10-06	$0.60/ 1M missFresh	Not published	$2.40/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Audio Mini 2025-12-15	$0.60/ 1M missFresh	Not published	$2.40/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Realtime Mini	$0.60/ 1M missFresh	Not published	$2.40/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Realtime Mini 2025-10-06	$0.60/ 1M missFresh	$0.06/ 1M hitFresh	$2.40/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT Realtime Mini 2025-12-15	$0.60/ 1M missFresh	$0.06/ 1M hitFresh	$2.40/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o mini Realtime Preview	$0.60/ 1M missFresh	$0.30/ 1M hitFresh	$2.40/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o mini Realtime Preview 2024-12-17	$0.60/ 1M missFresh	$0.30/ 1M hitFresh	$2.40/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-3.5 0301	$1.50/ 1M missFresh	Not published	$2.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-3.5 Turbo 0613	$1.50/ 1M missFresh	Not published	$2.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-3.5 Turbo Instruct	$1.50/ 1M missFresh	Not published	$2.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-3.5 Turbo Instruct 0914	$1.50/ 1M missFresh	Not published	$2.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-3.5 Turbo 1106	$1.00/ 1M missFresh	Not published	$2.00/ 1M outFresh	4 h	OpenAI pricing4 h
Fine-tuned babbage-002	$1.60/ 1M missFresh	Not published	$1.60/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-5 Mini	$0.25/ 1M missFresh	$0.03/ 1M hitFresh	$2.00/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-5.1 Codex Mini	$0.25/ 1M missFresh	$0.03/ 1M hitFresh	$2.00/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4.1 mini	$0.40/ 1M missFresh	$0.10/ 1M hitFresh	$1.60/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-3.5 Turbo	$0.50/ 1M missFresh	Not published	$1.50/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-3.5 Turbo 0125	$0.50/ 1M missFresh	Not published	$1.50/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-5.4 Nano	$0.20/ 1M missFresh	$0.02/ 1M hitFresh	$1.25/ 1M outFresh	4 h	OpenAI pricing4 h
Fine-tuned GPT-4o mini 2024-07-18	$0.30/ 1M missFresh	$0.15/ 1M hitFresh	$1.20/ 1M outFresh	4 h	LiteLLM model cost map4 h
Fine-tuned GPT-4.1 nano 2025-04-14	$0.20/ 1M missFresh	$0.05/ 1M hitFresh	$0.80/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o mini 2024-07-18	$0.15/ 1M missFresh	$0.07/ 1M hitFresh	$0.60/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-4o mini Audio Preview	$0.15/ 1M missFresh	Not published	$0.60/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o mini Audio Preview 2024-12-17	$0.15/ 1M missFresh	Not published	$0.60/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o mini Search Preview	$0.15/ 1M missFresh	$0.07/ 1M hitFresh	$0.60/ 1M outFresh	4 h	LiteLLM model cost map4 h
GPT-4o mini Search Preview 2025-03-11	$0.15/ 1M missFresh	$0.07/ 1M hitFresh	$0.60/ 1M outFresh	4 h	LiteLLM model cost map4 h
babbage-002	$0.40/ 1M missFresh	Not published	$0.40/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-4.1 nano	$0.10/ 1M missFresh	$0.03/ 1M hitFresh	$0.40/ 1M outFresh	4 h	OpenAI pricing4 h
GPT-5 Nano	$0.05/ 1M missFresh	$0.01/ 1M hitFresh	$0.40/ 1M outFresh	4 h	OpenAI pricing4 h