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

Last updated at: 2026-05-29

Metric Seed-2.0-Mini Seed-2.0-Mini medium Release: 2026-02-14 Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24
Score 7.1 7.3
Rank #75 #68
Reliability 10.0 10.0
Consistency 9.2 7.5
Tests Correct
Attempt pass rate 60.0% 73.3%
Flaky tests 2 6
Total Runs 60 60
Cost per result 0.397 4.865
Total Cost $0.044 $0.536
Input Price $0.100 / 1M $0.139 / 1M
Output Price $0.400 / 1M $1.000 / 1M
Output Tokens 2,555 31,242
Reasoning Tokens 95,974 330,546
Response Time (avg) 80.22s 69.66s
Response Time (max) 262.83s 409.98s
Response Time (total) 1363.72s 1393.17s

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Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 6.6 10.0 50.0% 0 74.75s 360 9,520
Qwen3.5-35B-A3B 10.0 10.0 100.0% 0 21.13s 798 42,652
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 7.1 9.8 50.0% 0 220.48s 464 34,964
Qwen3.5-35B-A3B 6.5 10.0 50.0% 0 244.54s 14,456 88,431
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 262.83s 404 29,806
Qwen3.5-35B-A3B 4.7 1.6 66.7% 1 75.34s 775 12,485
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 24.27s 246 2,743
Qwen3.5-35B-A3B 7.3 5.9 83.3% 1 59.33s 235 19,493
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 3.0 10.0 0.0% 0 0ms 0 0
Qwen3.5-35B-A3B 4.1 4.4 44.5% 2 88.34s 41 46,368
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 5.1 3.4 33.3% 1 36.65s 213 4,210
Qwen3.5-35B-A3B 2.8 1.6 33.3% 1 30.30s 20 3,753
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 17.47s 69 2,050
Qwen3.5-35B-A3B 10.0 10.0 100.0% 0 24.45s 97 17,361
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 8.2 7.2 88.9% 1 31.79s 527 5,667
Qwen3.5-35B-A3B 8.2 7.2 88.9% 1 33.13s 3,592 26,585
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 88.68s 222 5,235
Qwen3.5-35B-A3B 10.0 10.0 100.0% 0 4.65s 309 1,365
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 3.0 10.0 0.0% 0 56.76s 50 1,779
Qwen3.5-35B-A3B 3.0 10.0 0.0% 0 177.35s 10,919 72,053

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