Valite learns each production workload, then finds the lowest-cost way to run it across prompts, models, providers, and infrastructure.
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The largest savings rarely come from model routing alone. Valite treats everything decidable at the API boundary as one execution policy. It continuously tracks new prompts, models, providers, pricing documentation, and state-of-the-art research to uncover new cost-saving opportunities.
client = OpenAI(
base_url="https://api.openai.com/v1",
base_url="https://gateway.valite.ai/openai/v1",
)
Change one base_url and live traffic starts producing traces, prices, and latencies. No SDK swap, no schema work, nothing else to deploy.
Prefer nothing in your request path? Import production traces from the observability stack you already run. Read-only, zero traffic through us.
promptsupport_v4
modelgemini-2.5-flash
providervertex · batch
fallbackclaude-haiku-4.5
It learns each workload, replays candidates offline, and promotes proven policies behind your quality, latency, and reliability constraints.
Ask what changed, understand why, or start a new investigation without leaving the tools your team already uses.
Keep the experience your users love. Valite finds the lowest-cost combination of prompt, model, provider, and settings that can deliver it.
Everything you need to know before putting Valite in the path of production traffic.
Yes. Candidate policies are evaluated offline against captured production traffic. Your users never see an unproven prompt, model, or provider.
Yes. Valite autonomously shadows, canaries, promotes, and rolls back policies within the quality, latency, reliability, and security constraints you define.
OpenAI, Anthropic, and OpenAI-compatible providers including Together, Groq, OpenRouter, vLLM, and Ollama—with normalized usage and pricing across them.
Quality and error-rate tripwires continuously compare the active policy with baseline. A failed threshold triggers automatic rollback.
Join the teams building faster, smarter, and more efficient AI products with Valite.
Book a Demo No infrastructure rewrite.