'Diagnose and fix common OpenRouter API errors. Use when encountering
Scanned 9/2/2026
Install to Claude Code
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---
name: openrouter-common-errors
description: 'Diagnose and fix common OpenRouter API errors. Use when encountering
error codes, unexpected failures, or debugging API responses. Triggers: ''openrouter
error'', ''openrouter 401'', ''openrouter 429'', ''openrouter 402'', ''fix openrouter''.
'
allowed-tools: Read, Write, Edit, Grep, Bash(python3:*), Bash(node:*), Bash(curl:*), Bash(jq:*)
version: 1.20.0
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
tags:
- saas
- openrouter
- errors
- debugging
- troubleshooting
compatibility: Designed for Claude Code
---
# OpenRouter Common Errors
## Overview
OpenRouter returns standard HTTP error codes plus OpenRouter-specific error codes in the response body. The most common: 401 (auth), 402 (credits), 429 (rate limit), 400 (bad request), and 5xx (upstream provider errors). Each error includes a `code` field and a human-readable `message`. This skill covers every common error, its root cause, and the exact fix.
## Prerequisites
- An OpenRouter API key (`sk-or-v1-...`) exported as `OPENROUTER_API_KEY` — see the `openrouter-install-auth` skill for setup
- `curl` and `jq` to run the Diagnostic Script
- Python 3.8+ with the OpenAI SDK for the categorized error handler; Node.js 18+ for the TypeScript typed-error classifier in the references
- The `requests` package if you use the Prevention Middleware's pre-flight model check
## Instructions
1. Identify the failure by HTTP status and `code` using the Complete Error Reference table (400/401/402/403/408/429/5xx each map to a specific fix).
2. Inspect the body per Error Response Format — `error.code`, `error.message`, and `error.metadata.provider_name` tell you whether OpenRouter or the upstream provider failed.
3. Run the Diagnostic Script: it checks auth via `GET /api/v1/auth/key`, computes remaining credits, verifies the model exists in `/api/v1/models`, and fires a minimal 1-token completion.
4. Wrap production calls with `safe_completion()` from Python Error Handler — `max_retries=3` auto-retries 429 and 5xx, and each exception class raises with its exact remedy.
5. Add `validate_before_send()` from Prevention Middleware to catch bad model IDs (with suggestions), malformed messages, and context overflows before spending money on a 400.
6. If errors persist across retries and providers, check [status.openrouter.ai](https://status.openrouter.ai) per the Error Handling table.
## Complete Error Reference
| HTTP | Error Code | Cause | Fix |
|------|-----------|-------|-----|
| 400 | `bad_request` | Malformed request body | Validate `messages` array format; ensure model ID includes provider prefix |
| 400 | `invalid_model` | Model ID not found | Check model exists: `curl -s https://openrouter.ai/api/v1/models \| jq '.data[].id'` |
| 400 | `context_length_exceeded` | Prompt + max_tokens > model limit | Reduce prompt size or use a larger-context model |
| 400 | `invalid_tool_schema` | Tool definition has unsupported types | Use basic JSON Schema types only (string, number, boolean, object, array) |
| 401 | `invalid_api_key` | Key malformed, revoked, or wrong | Regenerate at [openrouter.ai/keys](https://openrouter.ai/keys); key must start with `sk-or-v1-` |
| 401 | `missing_api_key` | No `Authorization` header | Add `Authorization: Bearer sk-or-v1-...` header |
| 402 | `insufficient_credits` | Credit balance is zero | Top up at [openrouter.ai/credits](https://openrouter.ai/credits) |
| 402 | `credit_limit_reached` | Per-key credit limit hit | Increase key limit in dashboard or create new key |
| 403 | `key_disabled` | Key was disabled by admin | Re-enable in dashboard or create new key |
| 408 | `request_timeout` | Model took too long | Reduce max_tokens; use streaming; try faster model |
| 429 | `rate_limit_exceeded` | Too many requests per interval | SDK auto-retries; increase `max_retries`; use multiple keys |
| 502 | `provider_error` | Upstream provider returned error | Retry with backoff; try different provider via `provider.order` |
| 503 | `model_unavailable` | Model temporarily offline | Use fallback models; check [status.openrouter.ai](https://status.openrouter.ai) |
## Error Response Format
```json
{
"error": {
"code": 401,
"message": "Invalid API key. Please check your API key and try again.",
"metadata": {
"provider_name": "Anthropic",
"raw": "..."
}
}
}
```
## Diagnostic Script
```bash
#!/bin/bash
echo "=== OpenRouter Error Diagnostics ==="
# 1. Test authentication
echo -n "1. Auth: "
AUTH=$(curl -s -o /dev/null -w "%{http_code}" \
https://openrouter.ai/api/v1/auth/key \
-H "Authorization: Bearer $OPENROUTER_API_KEY")
[ "$AUTH" = "200" ] && echo "OK" || echo "FAIL (HTTP $AUTH)"
# 2. Check credit balance
echo -n "2. Credits: "
CREDITS=$(curl -s https://openrouter.ai/api/v1/auth/key \
-H "Authorization: Bearer $OPENROUTER_API_KEY" | \
jq -r '(.data.limit // 0) - .data.usage')
echo "\$$CREDITS remaining"
# 3. Test model availability
echo -n "3. Model: "
MODEL="openai/gpt-4o-mini"
EXISTS=$(curl -s https://openrouter.ai/api/v1/models | \
jq --arg m "$MODEL" '[.data[] | select(.id == $m)] | length')
[ "$EXISTS" -gt 0 ] && echo "$MODEL available" || echo "$MODEL NOT FOUND"
# 4. Test a minimal request
echo -n "4. Request: "
RESP=$(curl -s -w "\n%{http_code}" \
https://openrouter.ai/api/v1/chat/completions \
-H "Authorization: Bearer $OPENROUTER_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"openai/gpt-4o-mini","messages":[{"role":"user","content":"hi"}],"max_tokens":1}')
HTTP=$(echo "$RESP" | tail -1)
[ "$HTTP" = "200" ] && echo "OK" || echo "FAIL (HTTP $HTTP)"
```
## Python Error Handler
```python
import os
from openai import OpenAI, APIError, AuthenticationError, RateLimitError, BadRequestError, APITimeoutError
client = OpenAI(
base_url="https://openrouter.ai/api/v1",
api_key=os.environ["OPENROUTER_API_KEY"],
max_retries=3, # Auto-retry 429 and 5xx
timeout=30.0,
default_headers={"HTTP-Referer": "https://my-app.com", "X-Title": "my-app"},
)
def safe_completion(messages, model="openai/gpt-4o-mini", **kwargs):
"""Completion with categorized error handling."""
try:
return client.chat.completions.create(
model=model, messages=messages, **kwargs
)
except AuthenticationError as e:
# 401: Bad or missing API key
raise SystemExit(f"AUTH ERROR: Check OPENROUTER_API_KEY. {e}")
except BadRequestError as e:
# 400: Bad model ID, invalid params, context too long
if "context_length" in str(e):
raise ValueError(f"Prompt too long for {model}. Trim or use larger-context model.")
raise ValueError(f"Bad request: {e}")
except RateLimitError:
# 429: SDK already retried max_retries times
raise RuntimeError("Rate limited after all retries. Wait or use more API keys.")
except APITimeoutError:
# Timeout: model too slow
raise TimeoutError(f"Model {model} timed out. Try streaming or a faster model.")
except APIError as e:
# 402, 5xx, other
if e.status_code == 402:
raise RuntimeError("Insufficient credits. Top up at openrouter.ai/credits")
raise RuntimeError(f"API error {e.status_code}: {e}")
```
## Prevention Middleware
```python
import requests
def validate_before_send(model: str, messages: list, max_tokens: int = 1024):
"""Pre-flight validation to catch common mistakes before API call."""
errors = []
# Check model exists
models = requests.get("https://openrouter.ai/api/v1/models").json()["data"]
model_ids = {m["id"] for m in models}
if model not in model_ids:
# Try to suggest correct ID
prefix = model.split("/")[0] if "/" in model else ""
suggestions = [m for m in model_ids if prefix and m.startswith(prefix)][:3]
errors.append(f"Model '{model}' not found. Did you mean: {suggestions}")
# Check messages format
if not messages or not isinstance(messages, list):
errors.append("messages must be a non-empty list")
for msg in messages:
if "role" not in msg or "content" not in msg:
errors.append(f"Each message needs 'role' and 'content': {msg}")
# Estimate context usage
total_chars = sum(len(str(m.get("content", ""))) for m in messages)
est_tokens = total_chars // 4
model_info = next((m for m in models if m["id"] == model), None)
if model_info:
ctx_limit = model_info["context_length"]
if est_tokens + max_tokens > ctx_limit:
errors.append(f"Estimated {est_tokens} + {max_tokens} max_tokens > {ctx_limit} context limit")
if errors:
raise ValueError("Pre-flight validation failed:\n" + "\n".join(f" - {e}" for e in errors))
```
## Output
- A four-line diagnostic report: auth OK/FAIL, dollars of credit remaining, model availability in `/api/v1/models`, and the HTTP status of a minimal live request
- Categorized exceptions from `safe_completion()` — auth failures exit pointing at the key, 402s point at credit top-up, context overflows raise `ValueError` naming the model to trim for
- Pre-flight `ValueError`s from `validate_before_send()` listing every problem found (unknown model with suggested IDs, missing `role`/`content` fields, estimated-token overflow) before any API call is made
## Examples
A healthy integration produces this from the Diagnostic Script:
```text
=== OpenRouter Error Diagnostics ===
1. Auth: OK
2. Credits: $46.58 remaining
3. Model: openai/gpt-4o-mini available
4. Request: OK
```
Any FAIL line maps straight to a row in the Complete Error Reference table — e.g. `1. Auth: FAIL (HTTP 401)` means regenerating the key at openrouter.ai/keys. More worked examples: `references/examples.md`.
## Error Handling
| Scenario | SDK Behavior | Your Action |
|----------|-------------|-------------|
| 429 rate limit | Auto-retries with backoff | Increase `max_retries` or add keys |
| 5xx server error | Auto-retries with backoff | Increase `max_retries`; add fallback models |
| 401 auth error | Fails immediately (no retry) | Fix API key and retry |
| 400 bad request | Fails immediately (no retry) | Fix request parameters |
| 402 no credits | Fails immediately (no retry) | Top up credits |
## Enterprise Considerations
- The OpenAI SDK handles 429 and 5xx retries automatically -- configure `max_retries` (default 2, recommend 3-5)
- Implement pre-flight validation to catch 400 errors before making API calls (saves money and time)
- Log error codes and rates to detect systematic issues (e.g., provider outages show as 502 spike)
- Build a status dashboard that checks both your error rates and [status.openrouter.ai](https://status.openrouter.ai)
- For 402 errors, implement credit balance monitoring with alerts at 20% remaining
## References
- Examples | Errors
- Error Codes | [Status](https://status.openrouter.ai)
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