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AI BENCHY Compare

Compared models

Last updated at: 2026-03-21

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Kimi K2.5 Kimi K2.5 medium Release: 2026-01-27 GLM 5 GLM 5 medium Release: 2026-02-12 Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview medium Release: 2026-03-03
Score 5.0 7.2 8.3 8.1
Rank #68 #35 #11 #14
Consistency 5.3 7.2 8.1 10.0
Tests Correct
Attempt pass rate 49.0% 72.6% 84.3% 70.6%
Flaky tests 10 6 4 0
Total Runs 51 51 51 51
Cost per result 2.398 2.232 0.896 0.413
Total Cost $0.072 $0.201 $0.108 $0.050
Input Price $0.300 / 1M $0.450 / 1M $0.720 / 1M $0.250 / 1M
Output Price $1.200 / 1M $2.200 / 1M $2.300 / 1M $1.500 / 1M
Output Tokens 4,517 40,907 19,833 1,737
Reasoning Tokens 47,612 75,121 38,523 26,346
Response Time (avg) 27.32s 64.59s 17.15s 3.70s
Response Time (max) 117.04s 137.29s 28.96s 14.93s
Response Time (total) 437.10s 645.93s 154.32s 62.97s

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 M2.7 7.9 6.3 83.3% 2 40.32s 3,010 17,716
Kimi K2.5 7.3 5.8 83.3% 2 51.38s 2,789 8,880
GLM 5 10.0 10.0 100.0% 0 23.66s 480 7,056
Gemini 3.1 Flash Lite Preview 9.1 10.0 75.0% 0 2.33s 570 4,305
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 41.03s 369 4,480
Kimi K2.5 10.0 10.0 100.0% 0 71.37s 703 3,713
GLM 5 10.0 10.0 100.0% 0 28.96s 662 3,242
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 14.93s 327 7,347
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 6.3 5.8 66.7% 1 21.95s 187 5,882
Kimi K2.5 10.0 10.0 100.0% 0 49.78s 563 7,940
GLM 5 7.1 5.6 83.3% 1 8.90s 567 3,734
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 2.29s 279 2,952
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.0 10.0 0.0% 0 19.00s 8 2,796
Kimi K2.5 3.5 4.4 33.3% 2 137.29s 20,753 30,564
GLM 5 3.5 4.4 33.3% 2 0ms 13,176 14,137
Gemini 3.1 Flash Lite Preview 3.0 10.0 0.0% 0 4.21s 18 5,325
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.9 2.5 33.3% 1 38.70s 92 5,204
Kimi K2.5 6.5 3.4 66.7% 1 69.73s 3,815 4,262
GLM 5 6.1 3.1 66.7% 1 14.69s 2,020 2,248
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 3.16s 96 1,488
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.7 1.8 50.0% 2 12.64s 213 2,457
Kimi K2.5 10.0 10.0 100.0% 0 92.47s 5,371 6,547
GLM 5 10.0 10.0 100.0% 0 7.25s 1,001 2,129
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.91s 72 2,121
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.8 4.5 33.3% 2 25.62s 334 8,076
Kimi K2.5 5.3 7.3 44.4% 1 45.40s 6,671 12,403
GLM 5 10.0 10.0 100.0% 0 15.64s 1,694 4,983
Gemini 3.1 Flash Lite Preview 7.7 10.0 66.7% 0 3.58s 141 1,896
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 12.05s 304 1,001
Kimi K2.5 10.0 10.0 100.0% 0 31.74s 242 812
GLM 5 10.0 10.0 100.0% 0 15.93s 233 994
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 3.80s 234 912

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