Head to head · LLM inference · October 2026 research run

Antseed vs SiliconFlow

Antseed scores 55.1 (C) on agent readiness against SiliconFlow's 46.7 (D), and leads in 5 of 7 scored categories. SiliconFlow leads on schema & documentation. Both do llm inference.

Best model APIs and inference for AI agents · All 136 models comparisons

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

  • Reliability, 62 against 33
  • Security & auth, 45 against 39
  • Payments & pricing, 70 against 35
  • Maintenance & community, 79 against 47
  • Transparency & trust, 59 against 51

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

SiliconFlow D

Good for Agents that want recent open-weight chat models, plus image, video and speech, behind one OpenAI-style key at low per-token prices, and can live without a status page or SLA.

Ahead on

  • Schema & documentation, 65 against 55

Also in its favour

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

Watch for

No status page, incident history or SLA was found, and the terms disclaim any uptime or availability commitment

Score by category

CategoryWeight this runAntseedSiliconFlowEdge
Reliability16%206233Antseed +29
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25565SiliconFlow +10
Agent ergonomics13%16.25660SiliconFlow +4
Security & auth14%17.54539Antseed +6
Payments & pricing10%12.57035Antseed +35
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87947Antseed +32
Transparency & trust7%8.85951Antseed +8
Negative events≤15-40
Total55.1 · C46.7 · D

Facts side by side

FactAntseedSiliconFlow
KindModel routerModel API
VendorAntseed FoundationSiliconFlow Labs Pte. Ltd.
Hosted endpointno (local only)https://api.siliconflow.com/v1
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 SiliconFlow Terms of Use
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-082026-09-14
Terms last updated2026-05-15no date given
Privacy policy last updatedno document linkedno date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textyes
Popularity106 stars, 1.8k npm/wknone

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.

SiliconFlow

Per-token prices for every listed model are public, and one key reaches chat, embeddings, reranking, image, video and speech through OpenAI-style and Anthropic-style routes. No status page, SLA, security page or official SDK was found, release notes stop at 11 June 2026, and several model removals are dated the same day as their notice.

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

SiliconFlow

  1. Set the OpenAI client's base URL to https://api.siliconflow.com/v1, or the Anthropic client's to https://api.siliconflow.com/, and send the key as a Bearer token
  2. Take model ids from the model pages or GET /v1/models, not from the OpenAPI enum or the function calling guide, which list removed models
  3. Check the model field of each response. On 11 June 2026 traffic for GLM-5 and Kimi-K2.5 was routed to successor models
  4. Use response_format of json_object only where the model page says JSON Mode is supported, and keep max_tokens about 10,000 below the context length
  5. Set the Claude Code environment variables by hand. The automated route pipes a script from an Amazon S3 bucket into bash

Questions

Which is better for AI agents, Antseed or SiliconFlow?

Antseed scores 55.1 (C) on agent readiness against SiliconFlow's 46.7 (D), and leads in 5 of 7 scored categories. SiliconFlow leads on schema & documentation.

Do Antseed and SiliconFlow need an API key?

Antseed needs no key. SiliconFlow needs an API key.

Can an agent call Antseed and SiliconFlow without installing anything?

No hosted endpoint is listed for Antseed. SiliconFlow has a hosted endpoint at https://api.siliconflow.com/v1.

Are Antseed and SiliconFlow 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 SiliconFlow.

Other comparisons with Antseed or SiliconFlow

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.