Solutions

An AI model gateway that routes intelligently

InferAll acts as a gateway between your application and AI providers. Send a request, and InferAll routes it to the optimal provider based on model availability, cost, and context size — with automatic fallback if a provider fails.

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How the gateway works

01

Send a request

Use the OpenAI or Anthropic SDK format you already know. Point it at api.inferall.ai.

02

Intelligent routing

InferAll estimates context size and routes to the cheapest provider that can handle it. NVIDIA free tier first, then Gemini, then Anthropic.

03

Automatic fallback

If a provider returns an error (rate limit, context too large, downtime), the gateway automatically retries with the next cheapest provider.

04

Translated response

The response is translated back to the format your SDK expects. Your code never changes, regardless of which provider served the request.

Built for reliability

Direct API calls to a single provider fail when that provider has an outage, hits rate limits, or rejects your request due to context size. An AI gateway eliminates single points of failure.

InferAll translates between Anthropic, OpenAI, and Gemini formats in real-time, including streaming, tool use, and function calling. If NVIDIA rejects a large context, Gemini handles it. If Gemini is down, Anthropic takes over.

Gateway features

-Cheapest-first routing across 6 providers
-Automatic failover on errors, rate limits, and timeouts
-Context-size-aware routing (128K to 1M+ tokens)
-Full streaming support with SSE translation
-Tool use / function calling across all providers
-Anthropic and OpenAI format compatibility
-30-second timeout with graceful fallback
-Deployed on Fly.io for global low-latency
Start routing through the gateway

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