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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 none Release: Unknown release date
Rank #2 #32
Score 9.36 4.07
Consistency 10.00 8.92
Cost per result 2.443 0.232
Total Cost $0.318 $0.010
Tests Correct
Wrong Tests 1 10
Attempt pass rate 92.9% 35.7%
Flaky tests 0 2
Output Tokens 1,000 1,915
Reasoning Tokens 22,936 0

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 2.67 7.86 11.1% 1 363 0
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 5.50 5.81 83.3% 1 995 0
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 4.00 10.00 33.3% 0 29 0
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 5.00 9.99 50.0% 0 61 0
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 2.00 9.92 0.0% 0 247 0
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% 0 220 0

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