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Google: Gemini 3.1 Pro Preview vs MoonshotAI: Kimi K2.5

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Last updated at : 2026-02-27 15:16

Summary

Metric Google: Gemini 3.1 Pro Preview medium Release: Unknown release date MoonshotAI: Kimi K2.5 medium Release: Unknown release date
Rank #2 #17
Score 9.36 6.29
Consistency 10.00 7.69
Cost per result 2.443 2.335
Total Cost $0.318 $0.187
Tests Correct
Wrong Tests 1 6
Attempt pass rate 92.9% 73.8%
Flaky tests 0 4
Output Tokens 1,000 30,504
Reasoning Tokens 22,936 58,467

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 106 2,533
MoonshotAI: Kimi K2.5 7.00 7.21 88.9% 1 335 6,255
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 292 3,164
MoonshotAI: Kimi K2.5 10.00 10.00 100.0% 0 1,181 6,049
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 7.00 10.00 66.7% 0 18 10,688
MoonshotAI: Kimi K2.5 1.00 4.41 33.3% 2 20,696 30,894
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 72 2,436
MoonshotAI: Kimi K2.5 9.50 10.00 100.0% 0 3,777 4,967
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 238 3,133
MoonshotAI: Kimi K2.5 5.00 7.61 55.6% 1 4,273 9,490
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 274 982
MoonshotAI: Kimi K2.5 10.00 10.00 100.0% 0 242 812

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