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ByteDance Seed: Seed-2.0-Mini vs Qwen: Qwen3 Coder Next

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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 Qwen: Qwen3 Coder Next medium Release: Unknown release date
Rank #18 #36
Score 6.13 3.50
Consistency 8.91 8.43
Cost per result 0.177 0.135
Total Cost $0.013 $0.005
Tests Correct
Wrong Tests 7 11
Attempt pass rate 59.5% 31.0%
Flaky tests 2 3
Output Tokens 1,353 2,569
Reasoning Tokens 24,362 0

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
Qwen: Qwen3 Coder Next 1.33 7.49 22.2% 1 1,246 0
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
Qwen: Qwen3 Coder Next 5.50 10.00 50.0% 0 276 0
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
Qwen: Qwen3 Coder Next 4.00 10.00 33.3% 0 24 0
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
Qwen: Qwen3 Coder Next 4.50 6.88 16.7% 1 67 0
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
Qwen: Qwen3 Coder Next 1.00 7.28 11.1% 1 701 0
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
Qwen: Qwen3 Coder Next 10.00 10.00 100.0% 0 255 0

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