MiniMax-M2.7

by MiniMaxChat

Open MiniMax flagship for coding agents, office automation, and complex environments

Context
205K tokens
Max output
131,072 tokens
Parameters
229B total
Released
2026-03-18
Weights
Open
Licence
minimax-non-commercial

FeedWeights on Hugging Face

minimax/minimax-m2-7 · also seen as coding-minimax-m2.7, MiniMaxAI/MiniMax-M2.7, minimax-m2.7:free, minimax-m27, +9 more

Specifications

Full facts as recorded, incl. what is unknown.

Released
2026-03-18
Weights
Opennot gated
License
minimax-non-commercial
Input
Text
Output
Text
Context window
204,800 max across endpoints
Max output
131,072
Providers
24 + 26 gateways, not counted as providers
Epoch Capabilities Index
145.9 ± 4.8 against price
Direct price range
$0.29–$0.60 in · $1.20–$2.40 out per 1M tokens · 16 of 24 providers have a comparable price
More details
Last updated
2026-07-22
Knowledge cutoff
2025-01
Weights link
Hugging Face · MiniMaxAI/MiniMax-M2.7
Parameters
229B total
Developer country
China

Capabilities

Across all endpoints: supported if any endpoint supports it.

  • Tool calling
  • Parallel toolsunknown
  • Structured output
  • Reasoning
  • Image input
  • PDF input
  • Audio input
  • Audio outputunknown
  • Video input
  • Prompt caching
  • Web searchunknown
  • Computer useunknown
  • System messagesunknown
  • Assistant prefill
  • Temperature
  • Streamingunknown
  • Attachments

Endpoints

One row per provider and variant; gateways are listed separately.

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Price history

Atom feed

No change since 19 Oct 2026. The cheapest direct price has been $0.29 in / $1.20 out per 1M tokens at Moark on every data refresh since then.

Tracked from 19 Oct 2026. Headline-eligible direct prices only, so a price the sanity check flags never draws a spike. Series as JSON

Cost calculator

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Similarly priced models

Blended rate per 1M tokens, each at its own cheapest provider (10M input : 2M output mix).

ModelBlended/1MIn/1MOut/1MContextvs MiniMax-M2.7
Mistral Small 3.2 24BMistral AI$0.12$0.0938$0.2532.8K−0% cheaper
Doubao Seed 2.0 MiniByteDance Seed$0.122$0.0493$0.485256K+2%
Qwen3.5 35B-A3BAlibaba (Qwen)$0.122$0.0564$0.451262K+2%
Qwen2.5 7B InstructAlibaba (Qwen)$0.117$0.10$0.20131K−3% cheaper
UI-TARS 7BByteDance Seed$0.117$0.10$0.20128K−3% cheaper
LFM2.5-2.6BLiquid AI$0.117$0.10$0.20128K−3% cheaper
Muse Spark 1.3 ContributorMeta$0.117$0.10$0.201.05M−3% cheaper
Reka Flash 3Reka$0.117$0.10$0.2065.5K−3% cheaper

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Heads up: prices are indicative list rates scraped from provider pricing pages; verify with the provider before relying on them. Report incorrect data for this model