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Is Minimax m3 good at Research & Competitive Analysis?

Minimax m3 ranks #31 of 107 for Research & Competitive Analysis — strong. The top pick for this task is GPT-5.4 (max reasoning).

#31 / 107
Rank for this task
83.4
Score
$0.0190
Cost / run

Minimax m3 on each Research & Competitive Analysis sub-task

Grounded Synthesis 100.0/100 #3
SWOT & Strategy 93.5/100 #63
Competitive Teardown 72.0/100 #26
Market Sizing 68.0/100 #64

Real examples, graded

WinSynthesize conflicting sources (Northwind) 100/100

“The model perfectly executes the grounded synthesis task. It accurately attributes all claims to their respective sources, explicitly flags the conflict regarding customer count, appropriately weights the reliability of the sources, and clearly delineates what is and isn't supported by the provided text.”

WinAbstain on a gap (Northwind) 100/100

“The model perfectly executes the grounded synthesis task. It abstains from inventing numbers for the missing ARR and customer split, correctly attributes the available facts to their respective sources, and excellently flags the factual conflict between Source A and Source C while applying calibrated uncertainty to discount the unreliable source.”

WinFair teardown vs incumbent (Northwind) 100/100

“The model perfectly executes the instructions. Given the absence of provided source material for Northwind, it correctly abstains from inventing facts and uses placeholders, strictly adhering to the grounding constraints. It explicitly separates fact from inference, provides a rigorous and symmetric analysis of the generic incumbent, and delivers a highly useful strategic synthesis.”

← Full Minimax m3 review All Research & Competitive Analysis rankings → Top pick: GPT-5.4 (max reasoning) →

Frequently asked

Is Minimax m3 good at Research & Competitive Analysis?

Minimax m3 ranks #31 of 107 models we tested for Research & Competitive Analysis, scoring strong.

What is Minimax m3's strongest Research & Competitive Analysis skill?

Its best sub-task here is Grounded Synthesis.

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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