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Is Minimax m2.7 good at Knowledge & Docs?

Minimax m2.7 ranks #92 of 94 for Knowledge & Docs — weak. The top pick for this task is gpt-5.4-max.

#92 / 94
Rank for this task
52.1
Score
$0.0196
Cost / run

Minimax m2.7 on each Knowledge & Docs sub-task

Grounded Docs (No Fabrication) 67.0/100 #86
Right Doc Type 55.0/100 #72
Help-Center Article 44.5/100 #92
Procedure / Runbook 42.0/100 #78

Real examples, graded

WeakHelp article: connect an ERP (Ferrovia) 10/100

“The model completely failed to generate the requested help-center article, instead producing a massive, repetitive internal monologue that lacks any procedure, task focus, or structure.”

WeakExplanation, not steps 0/100

“The model completely failed the prompt. Instead of writing the requested explanation document, it output a stream-of-consciousness planning script that quickly devolved into a severe, infinite generation loop repeating the same sentence structure hundreds of times. It scores a 0 across all traits due to this catastrophic failure.”

← Full Minimax m2.7 review All Knowledge & Docs rankings → Top pick: gpt-5.4-max →

Frequently asked

Is Minimax m2.7 good at Knowledge & Docs?

Minimax m2.7 ranks #92 of 94 models we tested for Knowledge & Docs, scoring weak.

What is Minimax m2.7's strongest Knowledge & Docs skill?

Its best sub-task here is Grounded Docs (No Fabrication).

This page is Spring Prompt, running

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Prompt × model results

12 test cases · 3 evals
Claude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s