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OpenAI: GPT-4o-mini vs OpenAI: GPT-5.2

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

Summary

Metric OpenAI: GPT-4o-mini none Release: Unknown release date OpenAI: GPT-5.2 medium Release: Unknown release date
Rank #28 #12
Score 4.86 6.93
Consistency 9.98 8.22
Cost per result 0.056 2.780
Total Cost $0.003 $0.251
Tests Correct
Wrong Tests 9 5
Attempt pass rate 35.7% 76.2%
Flaky tests 0 3
Output Tokens 949 1,869
Reasoning Tokens 0 14,190

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 4.00 10.00 33.3% 0 180 0
OpenAI: GPT-5.2 7.00 7.28 77.8% 1 549 2,002
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 10.00 10.00 100.0% 0 183 0
OpenAI: GPT-5.2 10.00 10.00 100.0% 0 234 499
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 1.00 10.00 0.0% 0 15 0
OpenAI: GPT-5.2 4.00 7.21 55.6% 1 42 9,690
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 5.50 10.00 50.0% 0 71 0
OpenAI: GPT-5.2 9.50 10.00 100.0% 0 95 587
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 4.00 9.92 0.0% 0 295 0
OpenAI: GPT-5.2 8.00 10.00 66.7% 0 710 943
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 10.00 10.00 100.0% 0 205 0
OpenAI: GPT-5.2 1.00 1.62 66.7% 1 239 469

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