Head to head · LLM inference · October 2026 research run

Antseed vs DeepInfra

DeepInfra scores 63 (B) on agent readiness against Antseed's 55.1 (C), and leads in 5 of 7 scored categories. Antseed leads on payments & pricing and maintenance & community. 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 20
  • Maintenance & community, 79 against 65

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

DeepInfra B

Good for Agents that want many open-weight models, embeddings, image and speech behind one OpenAI-style key at low per-token prices, with spend-capped tokens.

Ahead on

  • Reliability, 70 against 62
  • Schema & documentation, 69 against 55
  • Agent ergonomics, 77 against 56
  • Security & auth, 64 against 45
  • Transparency & trust, 67 against 59

Also in its favour

  • A hosted endpoint, with nothing to install
  • No incidents deducted, where Antseed loses 4 points for them

Watch for

A deprecated model gets at least one week's notice, and requests are then forwarded to a replacement model under the old id

Score by category

CategoryWeight this runAntseedDeepInfraEdge
Reliability16%206270DeepInfra +8
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25569DeepInfra +14
Agent ergonomics13%16.25677DeepInfra +21
Security & auth14%17.54564DeepInfra +19
Payments & pricing10%12.57020Antseed +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87965Antseed +14
Transparency & trust7%8.85967DeepInfra +8
Negative events≤15-40
Total55.1 · C63 · B

Facts side by side

FactAntseedDeepInfra
KindModel routerModel API
VendorAntseed FoundationDeep Infra Inc.
Hosted endpointno (local only)https://api.deepinfra.com/v1/openai
TransportsHTTPHTTP
AuthNoneAPI key
PricingPay per usePay per use
x402nono
LicenceGPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence fieldProprietary service under the DeepInfra Terms of Service. The Python and Node SDKs and the docs repository are MIT
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-082026-10-07
Terms last updated2026-05-152026-08-17
Privacy policy last updatedno document linked2026-08-15
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textyes
Popularity106 stars, 1.8k npm/wk21 stars, 1.2k npm/wk, 50 PyPI/wk

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.

DeepInfra

The model list, context sizes and per-token prices are readable without a key, and keys can carry an IP allowlist, a monthly spending cap and model-limited JWTs. Deprecated models get one week's notice and are then redirected to another model, there is no changelog or SLA, and an account needs a card or prepayment before any call.

Before you call either

Antseed

  1. Send a placeholder key such as antseed-p2p. The proxy forwards whatever Authorization or x-api-key header the client sends to the seller
  2. Call GET /v1/models first and request a concrete id. The antseed alias works only when the desktop app has a model selected
  3. Handle 402 insufficient_deposits by reading suggestedAmount, then fund the address from antseed buyer deposit with USDC on Base
  4. Pass --verifiers antseed-verifier --require-verifier to antseed buyer start when prompts are private, so only TEE-verified sellers are routed
  5. Read x-antseed-peer-id and x-antseed-estimated-cost-usd on each response, and pin a seller with <peerId>@<model> when the same one must answer

DeepInfra

  1. Call GET https://api.deepinfra.com/v1/openai/models at start-up for ids, context sizes and prices. No key is needed
  2. Check the model field of each response. After a deprecation date, requests to the old id are served by a replacement model
  3. Ask the account owner for a scoped JWT limited to the models and spend the task needs, not the full API key
  4. Stay under 200 concurrent requests per model. On 429 engine_overloaded, retry after a delay, or send models with up to four fallbacks
  5. Never inspect a JWT with GET /v1/scoped-jwt?jwtoken=, which puts the token in the URL. Keep credentials in the Authorization header

Questions

Which is better for AI agents, Antseed or DeepInfra?

DeepInfra scores 63 (B) on agent readiness against Antseed's 55.1 (C), and leads in 5 of 7 scored categories. Antseed leads on payments & pricing and maintenance & community.

Do Antseed and DeepInfra need an API key?

Antseed needs no key. DeepInfra needs an API key.

Can an agent call Antseed and DeepInfra without installing anything?

No hosted endpoint is listed for Antseed. DeepInfra has a hosted endpoint at https://api.deepinfra.com/v1/openai.

Are Antseed and DeepInfra 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 DeepInfra.

Other comparisons with Antseed or DeepInfra

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.