yangmao.ai · Python setup money page
RunPod Python API Setup
Use this page when you need a working Python starting point for RunPod, then validate quota and model names in the official console before production.
Quick verdict
- Free API: Promotional/community credits may be available; verify account balance before launching GPUs
- Rate limits: GPU type, pod, serverless endpoint, and concurrency dependent
- Best model starting point: Serverless vLLM endpoint
- Mainland China access: proxy/relay likely needed
Provider fit matrix
Production readiness checklist
Python setup snapshot
Start with the smallest possible chat completion, then move the key to your server-side secret manager before production.
import runpod
import os
runpod.api_key = os.environ['RUNPOD_API_KEY']
endpoint = runpod.Endpoint(os.environ['RUNPOD_ENDPOINT_ID'])
run_request = endpoint.run({'input': {'prompt': 'Say hello from RunPod serverless.'}})
print(run_request.status())Free API and pricing notes
Promotional/community credits may be available; verify account balance before launching GPUs
RunPod is primarily billed by GPU pod or serverless usage; free credits are not a stable public API tier, so verify balance, instance pricing, and auto-shutdown before launch.
Access and production risk
Relay or proxy may be needed
Mainland China access and latency depend on region, network, and app routing; for China-facing users, add your own relay or prepare OpenLLMAPI/local GPU fallbacks.
How to set it up
Create or locate your provider API key in the official dashboard.
Install the provider SDK or requests dependency shown in the example.
Set the API key in an environment variable instead of hard-coding secrets.
Run a small RunPod chat completion with Serverless vLLM endpoint.
Watch free credits, RPM/TPM limits, response shape, and error messages before scaling.
额度变动提醒
想知道免费额度、价格或可用性变化？先订阅提醒，后续也可以对比官方平台、API 网关和同类替代方案。
订阅提醒 → 获取 OpenLLMAPI Key → 比较 API 网关 →Related internal links
Source snapshot
Data source: yangmao.ai provider YAML tracker plus provider docs reviewed by the daily crawler. Official dashboards can change quota and pricing without notice; verify before production.
- yangmao.ai provider id
- runpod
- Official source
- https://www.runpod.io
- Last updated
- 2026-05-31
- Free tier
- Account promotions and community credits vary; paid GPU/serverless usage is the default
- API credits
- Promotional/community credits may be available; verify account balance before launching GPUs
- Rate limit
- GPU type, pod, serverless endpoint, and concurrency dependent
- Access note
- Mainland China access and latency depend on region, network, and app routing; for China-facing users, add your own relay or prepare OpenLLMAPI/local GPU fallbacks.
FAQ
Does RunPod have a free API?
Yes. Current yangmao.ai record: Promotional/community credits may be available; verify account balance before launching GPUs. Rate limit note: GPU type, pod, serverless endpoint, and concurrency dependent.
Is RunPod OpenAI-compatible?
This snapshot uses a provider-specific OpenAI SDK example. If your app requires one stable OpenAI-compatible endpoint, use an aggregator or relay after checking RunPod docs.
Can I use RunPod from mainland China?
RunPod may need a proxy or relay from mainland China. Test latency and signup before production.
What should I do when RunPod credits run out?
Compare the alternatives below, check /en/free-ai-api/, and shortlist official providers or API gateway options before production.