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Exact Same AI Output, Every Time

Deterministic Inference API: plug in your prompt + seed, get back the identical response without variance

Why Determinism Matters

Reliable Demos

No more "it worked yesterday" excuses- your demos always look the same.

Clean A/B Tests

Compare models without random noise skewing your results.

Verifiable Logs

Store input + seed + output for audits, compliance, and reproducibility.

How It Works

Send your prompt + seed via POST /v1/completions (OpenAI-compatible endpoint).
Our service controls every step: hardware, software, sampling parameters.
Receive identical completion tokens and response format as OpenAI's API.

Use Cases

Evals & Benchmarking

Run consistent model evaluations and create noise-free leaderboards for fair comparisons.

Continuous Integration

Automated tests never "flake" since outputs never change.

Compliance

Maintain verifiable records for regulated industries.

Research

Share prompts and seeds so collaborators reproduce your exact results.

Learn More About Deterministic AI

Discover how deterministic inference can improve reliability and reproducibility in your AI applications and research.

Explore Our Documentation
AI Insurance Underwriting

Separate model risks from system risks for precise AI insurance coverage. Enable clear incident attribution and verifiable audit trails.

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Research & Academia

Guarantee reproducible experiments and enable rigorous peer review with deterministic model outputs and complete audit trails.

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