Alex Getmanearly AI signals

MiniMax M2.7

MiniMax

Released Updated
Context window
205K
204,800 tokens
Input / Output
text → text

Timeline

  1. · Weights version · evidence link
  1. · Evidence links · GitHub search · MiniMax · commits · flexaihq/dify-flexai · @sundar-flex
  2. · Evidence links · GitHub search · MiniMax · commits · Lore-Hex/quill-router · @jperla
  3. · Evidence links · GitHub search · MiniMax · pulls · xiaoY233/Chat2API · @octo-patch
    Excerpt
    Reason: The MiniMax built-in provider registry only listed MiniMax-M2.7 and was missing the MiniMax-M3 model entry.
  4. · Evidence links · GitHub search · MiniMax · pulls · lightconsen/models · @john2ai
    Excerpt
    ContactSales, no rate to carry: llama-3.1-8b-instant, llama-3.3-70b-versatile, meta-models/muse-spark-open, minimaxai/minimax-m2.7
  5. · Evidence links · GitHub search · MiniMax · pulls · arcships/dim · @yyhhyyyyyy
    Excerpt
    holds eight entries. `kimi-for-coding/k3.1-pro` sets `limit.context` to 262144; `custom-provider/MiniMax-M2.7` sets `extra_capabilities.reasoning.interleaved`, both moved from `applyLocalModelOverrides` in main's script. `aihubmix/glm-5.3-flashx` sets reasoning, tool call, metadata features
  6. · Evidence links · GitHub search · MiniMax · pulls · anchapin/matchline · @anchapin
    Excerpt
    Worker: minimax/MiniMax-M2.7 (balanced tier), 60/60 steps (hit cap while verifying), ~70,315 tokens out. Grade 93.
  7. · Evidence links · GitHub search · MiniMax · pulls · anchapin/matchline · @anchapin
    Excerpt
    main agent re-queued it through the helper). Balanced MiniMax-M2.7, ~23.6k tokens out, grade 59.
  8. · Evidence links · GitHub search · MiniMax · pulls · a2aproject/a2a-samples · @octo-patch
    Excerpt
    - Strips `<think>` reasoning tags from model responses (MiniMax M2.7 is a thinking model)
  9. · Evidence links · GitHub search · MiniMax · pulls · RRiboulet/my-agent-setup · @RRiboulet
    Excerpt
    `400 Model is unavailable`, and `mimo-v2.5`, `mimo-v2.5-pro`, `minimax-m2.7`
  10. · Evidence links · GitHub search · MiniMax · commits · leshicorn/email-bot · @unknown
    Excerpt
    - MiniMaxAI/MiniMax-M2.7: 15.7 s, 3 004 tokens, exactly the 3 right "important"
  11. · Evidence links · GitHub search · MiniMax · pulls · opencard-ai/opencard · @opencard-ai
    Excerpt
    Normal Doctor of Credit feeds plus an actual MiniMax-M2.7 provider with explicit key/fetch/deadline injection, strict response validation and secret-free errors. Live network/model use was NOT
  12. · Evidence links · GitHub search · MiniMax · pulls · anchapin/plan-coder · @anchapin
    Excerpt
    Worker: minimax/MiniMax-M2.7 (balanced tier), 15,403 tokens out, 24/60 steps, grade 83.
  13. · Evidence links · GitHub search · MiniMax · pulls · anchapin/plan-coder · @anchapin
    Excerpt
    Worker: balanced tier, minimax/MiniMax-M2.7, 107041 tokens out, 60/60 steps. Brief was revised after a Goldfish review (13 findings, 2 premise Blockers, all applied) before dispatch;
  14. · Catalogue listing · GitHub · MiniMax-AI/minimax-code · code
    Excerpt
    const MCODE_TOOLS_MODEL_PREFIX = 'MiniMax-M2.7'; const MCODE_TOOLS_MASTER_REMINDER = [ '<mcode-tools-master-reminder>', 'For multimodal generation and understanding, including images/photos, video, audio, music, and documents, load the mcode-tools-master skill and use mcode-tools through Bash.', 'Discover the relevant tools before concluding that a multimodal capability is unavailable.', '</mcode-tools-master-reminder>', ].join('\n'); export function withMcodeToolsMasterReminder(input: { reminderText: string | undefined; modelID: string | undefined; enabled: boolean; }): string | undefined { if (!input.enabled || !input.modelID?.startsWith(MCODE_TOOLS_MODEL_PR

    This code reference does not establish a working model identifier.

Specifications

MiniMax M2.7 is a model from MiniMax with open weights, released on 18 Mar 2026. The context window is 204,800 tokens.

Context window
204,800
Input
text
Output
text
Weights
Open

Questions

What is the context window of MiniMax M2.7?

The context window is 204,800 tokens.

Are the weights of MiniMax M2.7 publicly available?

Yes. MiniMax publishes the weights.

When was MiniMax M2.7 released?

On 18 Mar 2026.