Navigate
AI BENCHY
AD
Track all your projects in one dashboard. Get 📊stats, 🔥heatmaps and 👀recordings in one self-hosted dashboard.
uxwizz.com

AI BENCHY Compare

MiniMax: MiniMax M2.5 vs HY3 Preview

Last updated at: 2026-04-23

Metric MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available HY3 Preview HY3 Preview none Release: 2026-04-22 Free Available
Score 5.7 4.7
Rank #77 #101
Consistency 5.6 9.0
Tests Correct
Attempt pass rate 57.4% 27.8%
Flaky tests 10 2
Total Runs 54 54
Cost per result 4.987 0.000
Total Cost $0.250 $0.000
Input Price $0.150 / 1M $0.000 / 1M
Output Price $1.200 / 1M $0.000 / 1M
Output Tokens 107,044 2,639
Reasoning Tokens 206,422 0
Response Time (avg) 39.65s 13.56s
Response Time (max) 237.27s 35.84s
Response Time (total) 396.47s 230.55s

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 7.9 6.3 83.3% 2 20.82s 286 45,344
HY3 Preview 4.8 10.0 25.0% 0 11.10s 770 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 3.0 10.0 0.0% 0 0ms 0 0
HY3 Preview 2.3 1.1 33.3% 1 4.56s 333 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 4.5 2.1 66.7% 1 60.39s 740 9,713
HY3 Preview 3.0 10.0 0.0% 0 35.84s 281 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 4.6 1.7 66.7% 2 7.48s 266 3,835
HY3 Preview 6.5 10.0 50.0% 0 2.85s 117 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 2.9 4.4 22.2% 2 237.27s 105,047 133,487
HY3 Preview 3.6 7.2 22.2% 1 17.61s 27 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 3.8 2.5 33.3% 1 6.63s 25 1,686
HY3 Preview 4.1 10.0 0.0% 0 16.07s 150 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 8.1 6.8 83.3% 1 4.64s 252 1,873
HY3 Preview 6.3 10.0 50.0% 0 12.98s 365 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 5.3 7.2 44.4% 1 11.54s 159 9,547
HY3 Preview 3.3 10.0 0.0% 0 4.76s 359 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 10.0 10.0 100.0% 0 15.35s 269 937
HY3 Preview 10.0 10.0 100.0% 0 33.76s 237 0

Quick Compare

Switch Comparison Pair