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Google: Gemini 3.1 Pro Preview vs OpenAI: GPT-4o-mini

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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 OpenAI: GPT-4o-mini none Release: Unknown release date
Rank #2 #28
Score 9.36 4.86
Consistency 10.00 9.98
Cost per result 2.443 0.056
Total Cost $0.318 $0.003
Tests Correct
Wrong Tests 1 9
Attempt pass rate 92.9% 35.7%
Flaky tests 0 0
Output Tokens 1,000 949
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
OpenAI: GPT-4o-mini 4.00 10.00 33.3% 0 180 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
OpenAI: GPT-4o-mini 10.00 10.00 100.0% 0 183 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
OpenAI: GPT-4o-mini 1.00 10.00 0.0% 0 15 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
OpenAI: GPT-4o-mini 5.50 10.00 50.0% 0 71 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
OpenAI: GPT-4o-mini 4.00 9.92 0.0% 0 295 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
OpenAI: GPT-4o-mini 10.00 10.00 100.0% 0 205 0

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