AI 모델 인텔리전스

MiniMax H3

vercel/h3

제공: vercel · 패밀리: minimax · 출시 2026-07-30

⚠ 이 모델은 커뮤니티 파인튜닝 / 파생본으로, 벤더 공식 릴리스가 아닙니다.

미공개
입력 / 1M 토큰
미공개
출력 / 1M 토큰
Unknown
컨텍스트 창
Unknown
최대 출력

Prices in USD per 1M tokens. Unknown means the provider does not publish per-token pricing.

기능

도구 호출추론? 구조화 출력첨부오픈 웨이트? 온도 제어
모달리티: 입력 text, image · 출력 video

Model fit scores

0–100 · higher is better

These scores reward declared capabilities, context size, price and provider availability — they are not benchmark results. Use them as a directional signal alongside your own evaluation.

Coding1
  • Tool calling0/40
  • Structured output0/20
  • Reasoning0/10
  • Context window (100K → 1M)0/20
  • Provider availability1/10
Agents1
  • Tool calling0/35
  • Structured output0/25
  • Reasoning0/15
  • Output token limit0/15
  • Provider availability1/10
JSON / structured output0
  • Structured output / JSON mode0/50
  • Tool calling0/20
  • Temperature control0/10
  • Price-friendly for high-volume0/20
Cost efficiency0
  • Has published price0/100
Long context0
  • Context ≥ 100K0/100
Vision51
  • Accepts image input50/50
  • Context window (10K → 1M)0/30
  • Has published price0/10
  • Provider availability1/10
Production-readiness15
  • Number of independent providers5/40
  • Has published per-token price0/20
  • Context window ≥ 8K0/15
  • No data inconsistencies across providers10/10
  • Official model (not derivative)0/15

Cost Efficiency Index

Open full calculator →

Estimated cost using the recommended provider's headline rate. Each scenario fixes average input/output tokens — the assumptions are shown in the third column.

This model has no published per-token price, so we can't compute a cost estimate. See the provider's official pricing page for current rates.

1곳 제공사에서 이용 가능

제공자제공자 모델 ID입력 / 1M출력 / 1M컨텍스트출시일
Vercel AI Gateway
vercel
minimax/minimax-h3UnknownUnknownUnknown2026-07-30

Frequently asked questions

How much does MiniMax H3 cost?

MiniMax H3 does not have a publicly published per-token price in our data source. This usually means it is gated behind enterprise sales or invite access. Check vercel's official pricing page for the most current rates.

Does MiniMax H3 support tool calling?

No. MiniMax H3 does not support tool calling (function calling). If your workflow requires it, look at the /capabilities/tool-calling list for alternatives.

Does MiniMax H3 support structured output / JSON mode?

Support for structured output / JSON-schema-constrained decoding is not reported for MiniMax H3 in our data source. Verify with vercel's official documentation before relying on it in production.

Can MiniMax H3 accept image input?

Yes. MiniMax H3 accepts both text and image input. Vision pricing per image is usually billed on top of the regular token rate — check vercel's docs for the exact rule.

Is MiniMax H3 open-weight?

No. MiniMax H3 is a proprietary model — only vercel (and any approved hosting partners) can serve it. The pricing above reflects the cheapest API access.

What are the best alternatives to MiniMax H3?

If MiniMax H3 doesn't fit, consider Hy3, S1, Transcribe-1. Each one targets the same use case — see the Related links below for direct head-to-head pages.

Where does this data come from?

All numbers are normalised into a single canonical model record and reconciled with each provider's official documentation. We re-pull daily and write any changes (price, context, capability) to the /changelog page.

More vercel models

Capability lists this model is in

마지막 업데이트:

Pricing and capabilities are refreshed daily and reconciled against each provider's official documentation. Always verify critical production decisions with the provider directly.