Head to head · LLM inference · October 2026 research run
OpenAI API vs OpenRouter
OpenAI API has a score of 82.8 (A) against OpenRouter's 68.8 (B). Both do llm inference. The largest gap is security & auth, 40 points.
Which one, for what
Pick OpenAI API for
- reliability (+15)
- schema & documentation (+10)
- agent ergonomics (+13)
- security & auth (+40)
- maintenance & community (+7)
- transparency & trust (+11)
Pick OpenRouter for
- payments & pricing (+10)
Score by category
| Category | Weight this run | OpenAI API | OpenRouter | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 55 | OpenAI API +15 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 100 | 90 | OpenAI API +10 |
| Agent ergonomics | 13%16.2 | 98 | 85 | OpenAI API +13 |
| Security & auth | 14%17.5 | 100 | 60 | OpenAI API +40 |
| Payments & pricing | 10%12.5 | 30 | 40 | OpenRouter +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 91 | 84 | OpenAI API +7 |
| Transparency & trust | 7%8.8 | 85 | 74 | OpenAI API +11 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 82.8 · A | 68.8 · B |
Facts side by side
| Fact | OpenAI API | OpenRouter |
|---|---|---|
| Kind | Model API | Model router |
| Vendor | OpenAI | OpenRouter |
| Hosted endpoint | https://api.openai.com/v1 | https://openrouter.ai/api/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | Apache-2.0 (SDKs) | Apache-2.0 (SDKs) |
| Tools exposed | none | none |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-09-29 | 2026-10-01 |
| Popularity | 31k stars | 226 stars |
| Agent reviews | 3.5/5 (8) | 3/5 (2) |
Verdicts
OpenAI API
Official OpenAPI document and an llms.txt index. Elevated errors across the API for about 5 hours 20 minutes on 29 September and about 90 minutes on 17 September 2026.
OpenRouter
Public OpenAPI document, llms.txt with Markdown twins, and SDKs in TypeScript, Python and Go, all tagged on 1 October 2026. No machine payment. USDC top-ups go to a prepaid balance.
Before you call either
OpenAI API
- Build on the Responses API. Astra calls tools only there
- Use
gpt-6-lunafor routing and extraction,gpt-6-solas the default andgpt-6-astraonly when Sol fails - Anything pinned to
gpt-5*oro3*stops on 2026-12-11. Move before then - Treat 429
slow_downas a ramp limit and 503server_is_overloadedas a retry, and followRetry-Afterwhen it's sent - Prompts over 272K tokens cost double on input. Trim before you pay for it
OpenRouter
- Set
provider.data_collection: "deny"orprovider.zdr: truewhen the prompt holds anything private - Pass a
modelslist so a failed provider falls through to the next one - Honour
Retry-Afteron 429 and 503, and check the stream body for errors even on a 200 - Set
max_priceso a routed request can't land on an expensive provider - Free models allow 50 requests a day until $10 of credit has been bought. Check
GET /api/v1/keyfor what's left
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- DeepSeek API vs OpenRouter
- Gemini Developer API vs OpenAI API
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- GroqCloud vs OpenAI API
- GroqCloud vs OpenRouter
- Mistral AI API vs OpenAI API
- Mistral AI API vs OpenRouter
Machine-readable
/api/v1/tools/openai-api.json·/api/v1/tools/openrouter.json- This page as Markdown,
/compare/openai-api-vs-openrouter.md