Model Comparison

Laguna Xs.2 vs Minimax M3

Laguna Xs.2 ranks #158 on the AI IQ leaderboard with an estimated IQ of 87, while Minimax M3 ranks #55 on the AI IQ leaderboard with an estimated IQ of 115. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

Where They Sit on the IQ Bell Curve
Both models highlighted on the standard normal IQ distribution of every tracked model
IQ Dimensions Head to Head
The seven scored Composite IQ dimensions, side by side
Domains Head to Head
Applied domain composite scores where at least one model is measured
Laguna Xs.2US (Other)Minimax M3MiniMax
Rank#158#55
IQ87115
Abstract Reasoning8386
Mathematical Reasoning83121
Academic Reasoning104125
Programmatic Reasoning94118
Computer Use76116
Reliability89123
Knowledge Work79114
Emotional Reasoning—104
Effective Cost / 1M Tokens$0.21$3.44
Sticker Price / 1M I/O Tokens$0.30$1.50
Speed—93 tok/s
Context Window262K1M
Released2026-04-282026-06-01
Open WeightsYesYes