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ByteDance Seed: Seed-2.0-Mini vs OpenAI: GPT-5.2

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

Summary

Metric ByteDance Seed: Seed-2.0-Mini medium Release: 2026-02-26 OpenAI: GPT-5.2 medium Release: Unknown release date
Rank #18 #12
Score 6.13 6.93
Consistency 8.91 8.22
Cost per result 0.177 2.780
Total Cost $0.013 $0.251
Tests Correct
Wrong Tests 7 5
Attempt pass rate 59.5% 76.2%
Flaky tests 2 3
Output Tokens 1,353 1,869
Reasoning Tokens 24,362 14,190

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
ByteDance Seed: Seed-2.0-Mini 7.00 9.99 66.7% 0 354 9,352
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
ByteDance Seed: Seed-2.0-Mini 9.88 10.00 100.0% 0 246 2,743
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
ByteDance Seed: Seed-2.0-Mini 1.00 10.00 0.0% 0 0 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
ByteDance Seed: Seed-2.0-Mini 8.00 9.99 50.0% 0 69 2,050
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
ByteDance Seed: Seed-2.0-Mini 5.33 4.91 77.8% 2 462 4,982
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
ByteDance Seed: Seed-2.0-Mini 10.00 10.00 100.0% 0 222 5,235
OpenAI: GPT-5.2 1.00 1.62 66.7% 1 239 469

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