Patronus AI

Digital environment simulation and AI evaluation research. Public model releases are distinguished from hosted services whose exact checkpoints remain unverified.

Current DWM preview API reviewed as one managed component with two routes. Published Glider and Lynx weights excluded. Hosted evaluator versions, historical products and private checkpoint identities remain open.

Closed-weight models

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What does one question cost?

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Input tokensOutput tokens

Estimate = (input tokens × input price + output tokens × output price) / 1,000,000. Include conversation history in input and billed reasoning in output. Input-only decision models ignore the output setting; enter all billed input for one decision, including its question and criteria. Media, tools and discounts are separate.

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Model input and output limits, prices and estimated cost per question at the selected token counts.
Compare	Model	Input tokensPublished limit*	Output tokensMaximum per response*	Input pricePer 1M tokens	Output pricePer 1M tokens	Cost per question1,000 input + 500 outputEstimated · uncached
		Not collected	Native response contains generated content, optional reasoning, finish_reason and token usage. Chat route returns a ChatCompletion envelope. A response envelope does not guarantee schema-constrained generated content.output formats	Usage pricingNot collected		Task-based pricingPrice details ↗

* Media models show their native limits. A shared context window includes both input and output tokens.

Original currency and billing unit, without currency conversion. Rates are dated snapshots; open the conditions for tiers, promotions and endpoint restrictions.How to read the data

Catalog coverage

Closed-weight model variants and explicitly identified closed-source managed model components across language, code, image, video, audio and other documented modalities. Global provider and historical-release coverage is being expanded; this is not yet exhaustive. 172 company reviews are still open.

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