MiniMax-M2.7-highspeed

by MiniMaxChat

Low-latency M2.7 variant for interactive coding plans and agent loops

Context
205K tokens
Max output
131,072 tokens
Released
2026-03-18
Weights
Open

minimax/minimax-m2-7-highspeed · also seen as coding-minimax-m2.7-highspeed

Specifications

Full facts as recorded, incl. what is unknown.

Released
2026-03-18
Weights
Open
Input
Text
Output
Text
Context window
204,800 max across endpoints
Max output
131,072
Providers
7 + 12 gateways, not counted as providers
Epoch Capabilities Index
not evaluated
Direct price range
$0.60 in · $2.40 out per 1M tokens · 4 of 7 providers have a comparable price
More details
Last updated
2026-03-20
Knowledge cutoff
2025-01-01

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 prefillunknown
  • Temperature
  • Streamingunknown
  • Attachments

Endpoints

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

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Price history

No change since 19 Oct 2026. The cheapest direct price has been $0.60 in / $2.40 out per 1M tokens at MiniMax (minimax.io) 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-highspeed
GPT Audio MiniOpenAI$0.90$0.60$2.40128K+0%
GPT-Realtime miniOpenAI$0.90$0.60$2.4032K+0%
GLM-5Z.ai (Zhipu AI)$0.908$0.573$2.58205K+1%
Mistral Large 4Mistral AI$0.915$0.68$2.091.05M+2%
Dola Seed 2.0 CodeByteDance Seed$0.917$0.50$3.00131K+2%
Seed 2.0 ProByteDance Seed$0.917$0.50$3.00131K+2%
Seed 2.0 Code Preview (260328)ByteDance Seed$0.917$0.50$3.00262K+2%
Seed 2.0 Pro (260328)ByteDance Seed$0.917$0.50$3.00262K+2%

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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