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ByteDance Seed: Seed-2.0-Mini vs Qwen: Qwen3.5-35B-A3B

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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: Qwen3.5-35B-A3B medium Release: Unknown release date
Rank #18 #22
Score 6.13 5.93
Consistency 8.91 6.62
Cost per result 0.177 5.169
Total Cost $0.013 $0.362
Tests Correct
Wrong Tests 7 7
Attempt pass rate 59.5% 73.8%
Flaky tests 2 6
Output Tokens 1,353 1,317
Reasoning Tokens 24,362 177,502

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: Qwen3.5-35B-A3B 10.00 10.00 100.0% 0 429 36,235
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: Qwen3.5-35B-A3B 5.50 5.87 83.3% 1 235 19,493
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: Qwen3.5-35B-A3B 1.00 4.41 44.5% 2 41 46,368
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: Qwen3.5-35B-A3B 8.00 6.80 66.7% 1 97 17,361
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: Qwen3.5-35B-A3B 4.33 4.70 66.7% 2 206 56,680
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: Qwen3.5-35B-A3B 10.00 10.00 100.0% 0 309 1,365

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