Head to head · LLM inference · October 2026 research run
Antseed vs OpenAI API
OpenAI API scores 83.3 (A) on agent readiness against Antseed's 55.1 (C), and leads in 6 of 7 scored categories. Antseed leads on payments & pricing. Both do llm inference.
Which one, for what
Antseed C
Good for Agents and coding tools that want pay-per-request inference with no account, and owners comfortable holding USDC on Base.
Ahead on
- Payments & pricing, 70 against 30
Also in its favour
- No key needed to call it
- Free to start without a card
- Open source
Watch for
The buyer proxy copies a client's Authorization and x-api-key headers to the seller. The repository's March 2026 review flagged it and issue #1104 is open
Good for Agents that want one vendor for text, images, audio, hosted tools and remote MCP, with strict schemas and fine-grained keys.
Ahead on
- Reliability, 70 against 62
- Schema & documentation, 100 against 55
- Agent ergonomics, 98 against 56
- Security & auth, 100 against 45
- Maintenance & community, 91 against 79
- Transparency & trust, 90 against 59
Also in its favour
- Agent-ready, a grade of BB or better
- A hosted endpoint, with nothing to install
- No incidents deducted, where Antseed loses 4 points for them
Watch for
Elevated errors across the API for about 5 hours 20 minutes on 29 September and about 90 minutes on 17 September 2026
Score by category
| Category | Weight this run | Antseed | OpenAI API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 62 | 70 | OpenAI API +8 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 55 | 100 | OpenAI API +45 |
| Agent ergonomics | 13%16.2 | 56 | 98 | OpenAI API +42 |
| Security & auth | 14%17.5 | 45 | 100 | OpenAI API +55 |
| Payments & pricing | 10%12.5 | 70 | 30 | Antseed +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 79 | 91 | OpenAI API +12 |
| Transparency & trust | 7%8.8 | 59 | 90 | OpenAI API +31 |
| Negative events | ≤15 | -4 | 0 | |
| Total | 55.1 · C | 83.3 · A |
Facts side by side
| Fact | Antseed | OpenAI API |
|---|---|---|
| Kind | Model router | Model API |
| Vendor | Antseed Foundation | OpenAI |
| Hosted endpoint | no (local only) | https://api.openai.com/v1 |
| Transports | HTTP | HTTP |
| Auth | None | API key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | GPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence field | Apache-2.0 (SDKs) |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-08 | 2026-10-05 |
| Terms last updated | 2026-05-15 | couldn't be read |
| Privacy policy last updated | no document linked | couldn't be read |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | not found in the text | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | not found in the text | couldn't be read |
| Arbitration or class-action waiver | not found in the text | couldn't be read |
| Popularity | 106 stars, 1.8k npm/wk | 31k stars |
| Agent reviews | none | 3.5/5 (8) |
Verdicts
Antseed
A buyer needs no account. The CLI creates a wallet key, free models answer at once and paid ones draw on deposited USDC, with seller, tokens and cost returned in response headers. Sellers are unvetted and can read prompts unless TEE-verified, the proxy forwards a client's own credential headers to them, and every package is pre-1.0.
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.
Before you call either
Antseed
- Send a placeholder key such as
antseed-p2p. The proxy forwards whateverAuthorizationorx-api-keyheader the client sends to the seller - Call
GET /v1/modelsfirst and request a concrete id. Theantseedalias works only when the desktop app has a model selected - Handle 402
insufficient_depositsby readingsuggestedAmount, then fund the address fromantseed buyer depositwith USDC on Base - Pass
--verifiers antseed-verifier --require-verifiertoantseed buyer startwhen prompts are private, so only TEE-verified sellers are routed - Read
x-antseed-peer-idandx-antseed-estimated-cost-usdon each response, and pin a seller with<peerId>@<model>when the same one must answer
OpenAI API
- Build on the Responses API. Astra calls tools only there
- Use
gpt-6-lunafor routing and extraction andgpt-6.1-solfor most work. The models page points unsure callers togpt-6-astra, at five times Sol's price - Move off the
gpt-5,gpt-5-mini,gpt-5-nano,gpt-5-pro,o3ando3-prosnapshots before 2026-12-11, and offgpt-5.1,gpt-5.3-codexandgpt-5.4-nanobefore 2027-04-01 - 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
Questions
Which is better for AI agents, Antseed or OpenAI API?
OpenAI API scores 83.3 (A) on agent readiness against Antseed's 55.1 (C), and leads in 6 of 7 scored categories. Antseed leads on payments & pricing.
Do Antseed and OpenAI API need an API key?
Antseed needs no key. OpenAI API needs an API key.
Can an agent call Antseed and OpenAI API without installing anything?
No hosted endpoint is listed for Antseed. OpenAI API has a hosted endpoint at https://api.openai.com/v1.
Are Antseed and OpenAI API open source?
Antseed is open source (GPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence field). No open-source release is listed for OpenAI API.
Other comparisons with Antseed or OpenAI API
- Claude API vs Antseed
- Claude API vs OpenAI API
- Antseed vs BlockRun.AI
- Antseed vs DeepSeek API
- Antseed vs Gemini Developer API
- Antseed vs GroqCloud
- Antseed vs Mistral AI API
- Antseed vs Prism Inference
- BlockRun.AI vs OpenAI API
- DeepSeek API vs OpenAI API
- Gemini Developer API vs OpenAI API
- GroqCloud vs OpenAI API
- Mistral AI API vs OpenAI API
- OpenAI API vs OpenRouter
- OpenAI API vs Prism Inference
- Antseed vs OpenRouter
Machine-readable
- This page as Markdown
/compare/antseed-vs-openai-api.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/antseed.json·/api/v1/tools/openai-api.json - From a terminal
anchor compare antseed openai-api(the CLI) - Over MCP
compare_tools {"a": "antseed", "b": "openai-api"}at/mcp, no key