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DeepSeek: DeepSeek V4 Pro vs MiniMax: MiniMax M2.5

Last updated at: 2026-05-22

Metric DeepSeek V4 Pro DeepSeek V4 Pro none Release: 2026-04-24 MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available
Score 6.0 5.4
Rank #95 #119
Reliability 8.1 8.3
Consistency 8.9 6.1
Tests Correct
Attempt pass rate 48.3% 50.0%
Flaky tests 3 10
Total Runs 60 60
Cost per result 0.564 6.086
Total Cost $0.046 $0.305
Input Price $0.435 / 1M $0.150 / 1M
Output Price $0.870 / 1M $1.150 / 1M
Output Tokens 5,347 108,678
Reasoning Tokens 0 251,994
Response Time (avg) 13.48s 50.25s
Response Time (max) 58.65s 237.27s
Response Time (total) 269.56s 603.06s

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
DeepSeek V4 Pro 3.5 8.0 16.7% 1 14.02s 704 0
MiniMax M2.5 7.9 6.3 83.3% 2 20.82s 286 45,344
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 5.4 6.8 33.3% 1 8.27s 527 0
MiniMax M2.5 3.5 9.8 0.0% 0 125.80s 354 27,037
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 9.5 10.0 100.0% 0 25.49s 1,911 0
MiniMax M2.5 4.5 2.1 66.7% 1 60.39s 740 9,713
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 8.8 10.0 100.0% 0 30.54s 170 0
MiniMax M2.5 4.6 1.7 66.7% 2 7.48s 266 3,835
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 5.3 10.0 33.3% 0 3.17s 18 0
MiniMax M2.5 2.9 4.4 22.2% 2 237.27s 105,047 133,487
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 4.3 9.9 0.0% 0 3.75s 132 0
MiniMax M2.5 3.8 2.5 33.3% 1 6.63s 25 1,686
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 6.3 10.0 50.0% 0 8.23s 64 0
MiniMax M2.5 7.5 6.7 66.7% 1 4.64s 252 1,873
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 7.6 7.2 77.8% 1 19.72s 175 0
MiniMax M2.5 5.3 7.2 44.4% 1 11.54s 159 9,547
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 5.92s 219 0
MiniMax M2.5 10.0 10.0 100.0% 0 15.35s 269 937
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 3.0 10.0 0.0% 0 15.59s 1,427 0
MiniMax M2.5 3.0 10.0 0.0% 0 80.79s 1,280 18,535

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