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.

inference cloud

Replicate

inference cloud provider with 40 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.

NegativeSupportBillingSecurity

Trustpilot profile includes serious complaints about support, private data concerns, and spending-limit surprises.

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Trustpilot profile includes serious complaints about support, private data concerns, and spending-limit surprises.

Trustpilot Replicate reviews05/14/2026, 00:00:00 UTC+0Trustpilot Replicate reviews24 d

PositiveDocsAPI compatibilityModel coverage

Review rates Replicate strongly for developer tools and highlights simple YAML packaging, GPU provisioning, and API generation.

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Review rates Replicate strongly for developer tools and highlights simple YAML packaging, GPU provisioning, and API generation.

SaaSLens Replicate review03/21/2026, 00:00:00 UTC+0SaaSLens Replicate review24 d

NegativeSupportAvailability

Developer warning says Replicate worked for a while but serious issues and weak customer support made it risky for production reliance.

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Developer warning says Replicate worked for a while but serious issues and weak customer support made it risky for production reliance.

Reddit Replicate support warning03/21/2026, 00:00:00 UTC+0Reddit Replicate support warning24 d

MixedAPI compatibilityPricing transparency

Thread comment praises Replicate API consistency for developer productivity while discussing margin pressure and cheaper alternatives.

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Thread comment praises Replicate API consistency for developer productivity while discussing margin pressure and cheaper alternatives.

Reddit Replicate API consistency discussion01/21/2026, 00:00:00 UTC+0Reddit Replicate API consistency discussion24 d

MixedAPI compatibilityModel coverage

G2 listing has a very small review footprint and describes Replicate as simplifying open-source model integration through API endpoints.

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G2 listing has a very small review footprint and describes Replicate as simplifying open-source model integration through API endpoints.

G2 Replicate seller review listing12/21/2025, 00:00:00 UTC+0G2 Replicate seller review listing24 d

System signalB · 82inference cloud0 risk flags

Latest prices

Provider latest price table
Model	Input miss	Input hit	Output	Verified	Source
o1	$15.00/ 1M missFresh	Not published	$60.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
Grok 4	$7.20/ 1M missFresh	Not published	$36.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
Claude 3.5 Sonnet 20241022	$3.75/ 1M missFresh	Not published	$18.75/ 1M outFresh	40 m	LiteLLM model cost map40 m
Claude 3.7 Sonnet	$3.00/ 1M missFresh	Not published	$15.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
Claude Sonnet 4	$3.00/ 1M missFresh	Not published	$15.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
Claude Sonnet 4.5	$3.00/ 1M missFresh	Not published	$15.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
Gemini 3 Pro	$2.00/ 1M missFresh	Not published	$12.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
DeepSeek R1	$3.75/ 1M missFresh	Not published	$10.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
GPT-4o	$2.50/ 1M missFresh	Not published	$10.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
GPT-5	$1.25/ 1M missFresh	Not published	$10.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
GPT-4.1	$2.00/ 1M missFresh	Not published	$8.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
Claude 3.5 Haiku	$1.00/ 1M missFresh	Not published	$5.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
Claude Haiku 4.5	$1.00/ 1M missFresh	Not published	$5.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
o1 mini	$1.10/ 1M missFresh	Not published	$4.40/ 1M outFresh	40 m	LiteLLM model cost map40 m
o4 mini	$1.00/ 1M missFresh	Not published	$4.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
Gemini 2.5 Flash	$2.50/ 1M missFresh	Not published	$2.50/ 1M outFresh	40 m	LiteLLM model cost map40 m
Llama 2 70B	$0.65/ 1M missFresh	Not published	$2.75/ 1M outFresh	40 m	LiteLLM model cost map40 m
Llama 2 70B Chat	$0.65/ 1M missFresh	Not published	$2.75/ 1M outFresh	40 m	LiteLLM model cost map40 m
Llama 3 70B	$0.65/ 1M missFresh	Not published	$2.75/ 1M outFresh	40 m	LiteLLM model cost map40 m
Llama 3 70B Instruct	$0.65/ 1M missFresh	Not published	$2.75/ 1M outFresh	40 m	LiteLLM model cost map40 m
DeepSeek V3.1	$0.67/ 1M missFresh	Not published	$2.02/ 1M outFresh	40 m	LiteLLM model cost map40 m
GPT-5 Mini	$0.25/ 1M missFresh	Not published	$2.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
DeepSeek V3	$1.45/ 1M missFresh	Not published	$1.45/ 1M outFresh	40 m	LiteLLM model cost map40 m
GPT-4.1 mini	$0.40/ 1M missFresh	Not published	$1.60/ 1M outFresh	40 m	LiteLLM model cost map40 m
Qwen3 235B A22B Instruct 2507	$0.26/ 1M missFresh	Not published	$1.06/ 1M outFresh	40 m	LiteLLM model cost map40 m
Mixtral 8x7B Instruct v0.1	$0.30/ 1M missFresh	Not published	$1.00/ 1M outFresh	40 m	LiteLLM model cost map40 m
GPT OSS 120B	$0.18/ 1M missFresh	Not published	$0.72/ 1M outFresh	40 m	LiteLLM model cost map40 m
GPT-4o mini 2024-07-18	$0.15/ 1M missFresh	Not published	$0.60/ 1M outFresh	40 m	LiteLLM model cost map40 m
Llama 2 13B	$0.10/ 1M missFresh	Not published	$0.50/ 1M outFresh	40 m	LiteLLM model cost map40 m
Llama 2 13B Chat	$0.10/ 1M missFresh	Not published	$0.50/ 1M outFresh	40 m	LiteLLM model cost map40 m
GPT-4.1 nano	$0.10/ 1M missFresh	Not published	$0.40/ 1M outFresh	40 m	LiteLLM model cost map40 m
GPT-5 Nano	$0.05/ 1M missFresh	Not published	$0.40/ 1M outFresh	40 m	LiteLLM model cost map40 m
GPT OSS 20B	$0.09/ 1M missFresh	Not published	$0.36/ 1M outFresh	40 m	LiteLLM model cost map40 m
Llama 2 7B	$0.05/ 1M missFresh	Not published	$0.25/ 1M outFresh	40 m	LiteLLM model cost map40 m
Llama 2 7B Chat	$0.05/ 1M missFresh	Not published	$0.25/ 1M outFresh	40 m	LiteLLM model cost map40 m
Llama 3 8B	$0.05/ 1M missFresh	Not published	$0.25/ 1M outFresh	40 m	LiteLLM model cost map40 m
Llama 3 8B Instruct	$0.05/ 1M missFresh	Not published	$0.25/ 1M outFresh	40 m	LiteLLM model cost map40 m
Mistral 7B Instruct v0.2	$0.05/ 1M missFresh	Not published	$0.25/ 1M outFresh	40 m	LiteLLM model cost map40 m
Mistral 7B v0.1	$0.05/ 1M missFresh	Not published	$0.25/ 1M outFresh	40 m	LiteLLM model cost map40 m
Granite 3.3 8B Instruct	$0.03/ 1M missFresh	Not published	$0.25/ 1M outFresh	40 m	LiteLLM model cost map40 m