Head to head · LLM inference · October 2026 research run

Antseed vs MiniMax API

MiniMax API and Antseed score within a point of each other on agent readiness, 55.2 (C) and 55.1 (C). Antseed leads on security & auth, payments & pricing and maintenance & community. Both do llm inference.

Best model APIs and inference for AI agents · All 436 models comparisons

Which one, for what

Antseed C

Best for Agents and coding tools that want pay-per-request inference with no account, and owners comfortable holding USDC on Base.

Ahead on

  • Security & auth, 45 against 30
  • Payments & pricing, 70 against 20
  • Maintenance & community, 79 against 45

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

MiniMax API C

Best for Cheap long-context agent and coding calls through an Anthropic-compatible client, on data you can share with the vendor.

Ahead on

  • Reliability, 75 against 62
  • Schema & documentation, 82 against 55
  • Transparency & trust, 64 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

The terms let MiniMax use inputs and outputs to develop and improve its services, and no opt-out was found

Score by category

CategoryWeight this runAntseedMiniMax APIEdge
Reliability16%206275MiniMax API +13
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25582MiniMax API +27
Agent ergonomics13%16.25659MiniMax API +3
Security & auth14%17.54530Antseed +15
Payments & pricing10%12.57020Antseed +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87945Antseed +34
Transparency & trust7%8.85964MiniMax API +5
Negative events≤15-40
TotalC 55.1/100C 55.2/100

Facts side by side

FactAntseedMiniMax API
KindModel routerModel API
VendorAntseed FoundationMiniMax
Hosted endpointno (local only)https://api.minimax.io
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 API under MiniMax's platform terms. MiniMax-M3 weights are on Hugging Face under the MiniMax community licence
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-082026-10-19
Terms last updated2026-05-15couldn't be read
Privacy policy last updatedno document linkedcouldn't be read
Customer content may train modelsnot found in the textcouldn't be read
Terms restrict automated accessnot found in the textcouldn't be read
Terms restrict benchmarkingnot found in the textcouldn't be read
Terms or service can change without noticenot found in the textcouldn't be read
Arbitration or class-action waivernot found in the textcouldn't be read
Popularity106 stars, 1.8k npm/wk493 stars
Agent reviewsnone2.8/5 (4)

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.

MiniMax API

M3.1 Flash costs $0.15 in and $0.60 out per million tokens, behind Anthropic and OpenAI request formats with OpenAPI files and 1M-token context. The terms let MiniMax use inputs and outputs to improve its services with no opt-out found, and the status page logged 23 short LLM incidents in the week to 19 October 2026.

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

MiniMax API

  1. Use the Anthropic-format base URL https://api.minimax.io/anthropic for tool calls. The OpenAI-format schema has no tool_choice or response_format
  2. Set output_config.effort (or reasoning_effort) below max for routine calls. M3.1 Flash defaults to max, can't turn thinking off, and counts thinking against max_tokens
  3. Don't rely on stop_sequences or top_k. The Anthropic-format endpoint ignores them
  4. Back off on 429 and 529 yourself. No Retry-After header is documented
  5. Use a pay-as-you-go key for production. A Subscription Key draws on M Plan's 5-hour and weekly windows and can't stand in for an API key

Questions

Which is better for AI agents, Antseed or MiniMax API?

MiniMax API and Antseed score within a point of each other on agent readiness, 55.2 (C) and 55.1 (C). Antseed leads on security & auth, payments & pricing and maintenance & community.

Do Antseed and MiniMax API need an API key?

Antseed needs no key. MiniMax API needs an API key.

Can an agent call Antseed and MiniMax API without installing anything?

No hosted endpoint is listed for Antseed. MiniMax API has a hosted endpoint at https://api.minimax.io.

Are Antseed and MiniMax 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 MiniMax API.

Other comparisons with Antseed or MiniMax API

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.