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MiniMax-M2

byMiniMaxMiniMax· 27 Oct 2025
General purpose

Probably one of the surprise releases this month: Minimax, whose previous models were usually behind the claimed performance, really took a leap forward with M2, putting them squarely into the spotlight. They also speedrun the (Chinese) model release playbook, something we observed in the past and was perfected by the likes of Alibaba (Qwen), Moonshot (Kimi) and Zhipu (GLM):

  1. Build a social media presence, mainly on Twitter. This increasingly means that researchers are also active aside from the corporate / brand accounts.
  2. Release a new model with (Western) launch partners and ecosystem support on day zero, from vLLM to OpenRouter and tools like Cline. To really get it off the ground, offer free access to the API for a limited time.
  3. Offer a coding subscription which is compatible with Claude Code (or fork a CLI) while undercutting their pricing.
  4. Develop your own tooling and train the next model to work even better with it.

This strategy, of course, is working: Zhipu reportedly has over 100K international API users and 3M chatbot users.

Specs
Params230B (10B active)
LicenseModified MIT
Similarity · VAIL
VAIL
VAIL Fingerprint
0227:02e5:047a:06a0:0876:0cdf:196f:63bb

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Capability · Artificial Analysis
AA Index
28.9
Months Behind Frontier
6.4 mo
o3
16 Apr 2025
Adoption · Hugging Face
RAM @ 30d
Relative Adoption Metric: 2.45×. Healthy. Measured at 30 days.
Hugging Face Downloads
234.9K
last 30d
2.5M
all time
HF Likes
1.5K

Relative Adoption Metric contextualizes downloads against the model's size bucket.

Inference · OpenRouter
Tokens/Day
below top 50 this week
Peak Tokens/Day
84.3B
11 Nov 2025
Peak Rank
#3
01 Nov 2025

OpenRouter publishes daily token totals for its ~50 most-served models. Days missing from the chart mean MiniMax-M2 fell below that cutoff — not zero usage. OpenRouter logs usage separately per dated model version and per variant (like ":free"); the hub combines provider variants while keeping separately cataloged releases distinct.

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