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Anthropic: Claude Sonnet 4.6 vs MiniMax: MiniMax M3

Last updated at: 2026-06-03

Metric Claude Sonnet 4.6 Claude Sonnet 4.6 none Release: 2026-02-17 MiniMax M3 MiniMax M3 medium Release: 2026-06-01
Score 7.0 7.2
Rank #72 #67
Reliability 10.0 9.6
Consistency 9.7 8.2
Tests Correct
Attempt pass rate 58.3% 65.0%
Flaky tests 1 4
Total Runs 60 60
Cost per result 2.782 1.083
Total Cost $0.306 $0.120
Input Price $3.000 / 1M $0.300 / 1M
Output Price $15.000 / 1M $1.200 / 1M
Total Input Tokens 54,721 43,447
Output Tokens 9,450 46,884
Reasoning Tokens 0 85,935
Response Time (avg) 5.27s 68.44s
Response Time (max) 23.84s 431.03s
Response Time (total) 68.50s 1300.32s

Top Models by Score

Score vs Total Cost

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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
Claude Sonnet 4.6 4.8 10.0 25.0% 0 2.94s 636 1,214 0
MiniMax M3 5.5 3.7 66.7% 3 14.95s 2,526 874 3,414
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Claude Sonnet 4.6 6.8 10.0 50.0% 0 6.73s 5,357 2,112 0
MiniMax M3 6.8 8.9 50.0% 0 185.58s 2,705 4,071 26,059
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Claude Sonnet 4.6 9.5 10.0 100.0% 0 23.84s 26,024 3,766 0
MiniMax M3 10.0 10.0 100.0% 0 65.30s 14,760 1,306 6,253
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 3.43s 8,574 252 0
MiniMax M3 10.0 10.0 100.0% 0 14.92s 8,088 514 3,164
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Claude Sonnet 4.6 7.7 10.0 66.7% 0 3.54s 759 413 0
MiniMax M3 5.5 9.3 33.3% 0 233.13s 869 16,254 19,070
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Claude Sonnet 4.6 6.1 3.1 66.7% 1 2.56s 513 192 0
MiniMax M3 5.1 3.4 33.3% 1 33.25s 954 2,487 2,523
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Claude Sonnet 4.6 6.5 10.0 50.0% 0 1.96s 690 90 0
MiniMax M3 9.8 10.0 100.0% 0 6.14s 1,623 103 920
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Claude Sonnet 4.6 7.7 10.0 66.7% 0 2.53s 663 533 0
MiniMax M3 7.9 9.9 66.7% 0 49.91s 2,079 11,946 13,761
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.11s 11,301 447 0
MiniMax M3 10.0 10.0 100.0% 0 11.91s 9,168 281 555
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Claude Sonnet 4.6 3.0 10.0 0.0% 0 4.67s 204 431 0
MiniMax M3 3.0 10.0 0.0% 0 100.80s 675 9,048 10,216

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