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Anthropic: Claude Opus 4.6 vs ByteDance Seed: Seed-2.0-Mini

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

Summary

Metric Anthropic: Claude Opus 4.6 medium Release: Unknown release date ByteDance Seed: Seed-2.0-Mini medium Release: 2026-02-26
Rank #20 #18
Score 6.07 6.13
Consistency 8.80 8.91
Cost per result 10.992 0.177
Total Cost $0.880 $0.013
Tests Correct
Wrong Tests 6 7
Attempt pass rate 61.9% 59.5%
Flaky tests 2 2
Output Tokens 19,576 1,353
Reasoning Tokens 11,081 24,362

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Opus 4.6 4.00 4.41 55.6% 2 897 1,000
ByteDance Seed: Seed-2.0-Mini 7.00 9.99 66.7% 0 354 9,352
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Opus 4.6 10.00 10.00 100.0% 0 668 763
ByteDance Seed: Seed-2.0-Mini 9.88 10.00 100.0% 0 246 2,743
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Opus 4.6 1.00 10.00 0.0% 0 16,328 7,928
ByteDance Seed: Seed-2.0-Mini 1.00 10.00 0.0% 0 0 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Opus 4.6 9.50 9.99 100.0% 0 266 468
ByteDance Seed: Seed-2.0-Mini 8.00 9.99 50.0% 0 69 2,050
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Opus 4.6 7.00 10.00 66.7% 0 556 593
ByteDance Seed: Seed-2.0-Mini 5.33 4.91 77.8% 2 462 4,982
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Opus 4.6 10.00 10.00 100.0% 0 861 329
ByteDance Seed: Seed-2.0-Mini 10.00 10.00 100.0% 0 222 5,235

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