Don't let AI requests break in production.

Use one OpenAI-compatible API for OpenAI, Claude, Gemini, and open models. AI Badgr adds retries, fallback routing, and request tracking when providers fail.

AI APIs fail in the real world.

Timeouts break workflows

Latency spikes and hung requests stall pipelines your users depend on.

Rate limits kill requests

429s and capacity squeezes show up under load—often when you need reliability most.

Provider outages stop traffic

Upstream incidents become yours unless requests can retry and route elsewhere.

Silent failures hide damage

Without request IDs and route metadata, failures are harder to debug, explain, and prevent.

Reliability controls for every request

Not a separate “jobs” platform to learn first—an OpenAI-compatible layer with controls for retries, routing, and visibility when upstreams misbehave.

Retries

Backoff and Retry-After respect for 429s, timeouts, and transient errors—without thrashing upstreams.

Fallback routing

When your primary route fails, you can route to configured backups instead of failing the request.

Request tracking

IDs and metadata so you can correlate latency, route, and outcome in the dashboard.

Provider abstraction

Keep your app on one OpenAI-compatible API while changing routes, providers, and backup policies behind the scenes.

Use AI Badgr with your existing AI code.

Change base URL and API key—keep your OpenAI-style client.

import OpenAI from 'openai';

const openai = new OpenAI({
  apiKey: process.env.BADGR_API_KEY,
  baseURL: 'https://api.aibadgr.com/v1',
});

AI Badgr receipt example

success
Request ID
rq_8f74a2bc
Alias
badgr-auto
Model used
claude-sonnet-4.5
Route used
primary
Fallback used
No
Latency
842 ms
Retries
0
Created
just now

Each request can be traced with model, route, latency, and fallback metadata.

Provider reliability changes fast.

AI Badgr adds retries, backoff, request tracking, and optional backup routing so your app has a plan when providers slow down or fail.

Provider reliability (last 30 days)

Outage hub →

Green = calmer periods; yellow = degraded; red = severe failure patterns.

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Frequently asked questions

Keep production AI requests reliable.

Enter your email for a magic link. Open it to get your API key and dashboard.