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MiniMax M3

MiniMax M3 has 1 tested configurations. Its highest published overall score is 49.9 at high. Inspect dimension scores, evaluation time, and cost below.

Overall score49.9

MiniMax M3 · high

Backend engineering
43
Frontend interaction
59
Knowledge & reasoning
50
Evaluation time
56m 33s
Cost
$0.62Partial cost

Complete evaluation · API cost

Overall rank 51 / 52 models · Best tested effortBackend tested · 9/10/2026Tasks & methodology

Tested configuration

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & reasoningTotal eval. timeTotal ref. costCompare
49.943595056m 33s$0.62Partial cost

Score breakdown

Overall score
49.9
Evaluation time
56m 33s
Cost
$0.62

Service logic, error handling and verification.

Contracts and boundaries7 / 20

API contracts, input validation and boundary behavior.

Retries and failures11 / 20

Recovery, retry conditions and failure handling.

CI and adversarial review4 / 20

Verification plans, risk detection and audit evidence.

Transactions and consistency9 / 20

State transitions, concurrency and consistency.

Caching and regression12 / 20

Invalidation, data updates and regression coverage.

Data snapshot published · 11/13/2026Scoring & cost notes