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MiniMax: MiniMax M3 vs OpenAI: GPT-5.5

Summary

MiniMax M3 vs GPT-5.5 benchmark comparison: MiniMax M3 leads on average score with 7.1 vs 6.4. MiniMax M3 has the lower benchmark cost at $0.131 vs $0.231. GPT-5.5 is faster at 1.89s vs 68.17s, with pass rates of 65.1% vs 54.0%.

Recommended model: GPT-5.5 - Its score stays close to the best score here (6.4 vs 7.1), while responding about 36.1x faster than MiniMax M3.

Last updated at: 2026-06-04

Metric MiniMax M3 MiniMax M3 medium Release: 2026-06-01 GPT-5.5 GPT-5.5 none Release: 2026-04-24
Score 7.1 6.4
Rank #67 #91
Reliability 9.6 10.0
Consistency 7.9 8.8
Tests Correct
Attempt pass rate 65.1% 54.0%
Flaky tests 5 3
Total Runs 63 63
Cost per result 1.187 2.302
Total Cost $0.131 $0.231
Input Price $0.300 / 1M $5.000 / 1M
Output Price $1.200 / 1M $30.000 / 1M
Total Input Tokens 46,546 34,212
Output Tokens 49,036 1,971
Reasoning Tokens 92,543 0
Response Time (avg) 68.17s 1.89s
Response Time (max) 431.03s 5.56s
Response Time (total) 1363.38s 39.64s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#67 MiniMax M3

medium
Cost
$0.012
Time
154.4s
Tokens
10,018 tok

#91 GPT-5.5

none
Cost
$0.090
Time
54.3s
Tokens
3,063 tok

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) Input Tokens Output Tokens Reasoning Tokens
MiniMax M3 5.5 3.7 66.7% 3 14.95s 2,526 874 3,414
GPT-5.5 6.9 7.9 66.7% 1 1.31s 606 213 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M3 6.1 6.5 55.6% 1 144.74s 5,804 6,223 32,667
GPT-5.5 5.5 10.0 33.3% 0 1.35s 7,305 462 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M3 10.0 10.0 100.0% 0 65.30s 14,760 1,306 6,253
GPT-5.5 3.0 10.0 0.0% 0 5.56s 11,019 300 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M3 10.0 10.0 100.0% 0 14.92s 8,088 514 3,164
GPT-5.5 10.0 10.0 100.0% 0 1.18s 7,140 222 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M3 5.5 9.3 33.3% 0 233.13s 869 16,254 19,070
GPT-5.5 2.9 7.2 11.1% 1 1.31s 723 52 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M3 5.1 3.4 33.3% 1 33.25s 954 2,487 2,523
GPT-5.5 10.0 10.0 100.0% 0 3.41s 477 124 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M3 9.8 10.0 100.0% 0 6.14s 1,623 103 920
GPT-5.5 6.2 5.8 66.7% 1 1.15s 660 81 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M3 7.9 9.9 66.7% 0 49.91s 2,079 11,946 13,761
GPT-5.5 7.7 10.0 66.7% 0 1.29s 642 252 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M3 10.0 10.0 100.0% 0 11.91s 9,168 281 555
GPT-5.5 10.0 10.0 100.0% 0 3.90s 5,445 247 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M3 3.0 10.0 0.0% 0 100.80s 675 9,048 10,216
GPT-5.5 3.0 10.0 0.0% 0 5.01s 195 18 0

Quick Compare

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