High severity HTTP 401 beginner · Fix: 2-5 min

AuthenticationError

runpod.AuthenticationError

What this error means
RunPod's AuthenticationError indicates the provided API key is invalid or missing, blocking access to the service.

Stack trace

traceback
runpod.AuthenticationError: API key invalid or missing. Please check your RunPod API key and try again.
  File "app.py", line 12, in <module>
    client = runpod.Client(api_key="wrong_or_missing_key")
  File "/usr/local/lib/python3.9/site-packages/runpod/client.py", line 45, in __init__
    raise AuthenticationError("API key invalid or missing")
QUICK FIX
Set your RunPod API key correctly in an environment variable and load it via os.environ before initializing the client.

Why it happens

This error occurs when the RunPod client receives an invalid, expired, or missing API key during authentication. The server rejects the request with a 401 Unauthorized status, preventing access to RunPod services.

Detection

Catch runpod.AuthenticationError exceptions during client initialization or API calls and log the error message to detect invalid API key issues before retrying.

Causes & fixes

1

API key environment variable is not set or misspelled

✓ Fix

Ensure the environment variable holding the RunPod API key is correctly named and set before running your application.

2

Using an expired or revoked API key

✓ Fix

Generate a new API key from the RunPod dashboard and update your environment variable accordingly.

3

Passing the API key directly as a hardcoded string with a typo

✓ Fix

Use os.environ to load the API key securely and verify the key string matches exactly the one provided by RunPod.

Code: broken vs fixed

Broken - triggers the error
python
import runpod

client = runpod.Client(api_key="wrong_or_missing_key")  # This triggers AuthenticationError
response = client.run_task("task_id")
print(response)
Fixed - works correctly
python
import os
import runpod

client = runpod.Client(api_key=os.environ["RUNPOD_API_KEY"])  # Fixed: load API key from env
response = client.run_task("task_id")
print(response)
Replaced hardcoded API key with environment variable access to ensure the correct and secure API key is used.

Workaround

Wrap RunPod client initialization in try/except runpod.AuthenticationError, prompt for API key input at runtime, and retry initialization.

Prevention

Store API keys securely in environment variables or secret managers and validate keys on startup to avoid invalid authentication attempts.

Python 3.7+ · runpod-sdk >=0.1.0 · tested on 0.2.3
Verified 2026-04
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