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ByteDance Seed: Seed-2.0-Lite vs Qwen: Qwen3.6 Flash

Last updated at: 2026-04-27

Metric Seed-2.0-Lite Seed-2.0-Lite medium Release: 2026-02-14 Qwen3.6 Flash Qwen3.6 Flash medium Release: 2026-04-20
Score 8.6 8.1
Rank #10 #24
Reliability N/A 10.0
Consistency 8.8 8.2
Tests Correct
Attempt pass rate 83.3% 79.6%
Flaky tests 3 4
Total Runs 54 54
Cost per result 0.926 1.449
Total Cost $0.121 $0.174
Input Price $0.250 / 1M $0.250 / 1M
Output Price $2.000 / 1M $1.500 / 1M
Output Tokens 3,257 2,804
Reasoning Tokens 52,042 107,210
Response Time (avg) 30.37s 9.90s
Response Time (max) 168.71s 26.85s
Response Time (total) 546.72s 178.26s

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

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-Lite 8.3 10.0 75.0% 0 17.99s 996 7,142
Qwen3.6 Flash 10.0 10.0 100.0% 0 6.10s 624 14,024
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 74.49s 436 7,319
Qwen3.6 Flash 6.7 3.5 66.7% 1 25.84s 435 17,044
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 37.67s 506 4,299
Qwen3.6 Flash 10.0 10.0 100.0% 0 20.28s 483 13,839
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 9.07s 246 1,742
Qwen3.6 Flash 10.0 10.0 100.0% 0 9.65s 270 13,155
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 5.9 7.2 55.6% 1 88.74s 15 23,897
Qwen3.6 Flash 3.5 4.4 33.3% 2 14.65s 60 24,409
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 6.7 3.6 66.7% 1 18.25s 304 1,620
Qwen3.6 Flash 4.8 9.9 0.0% 0 9.88s 140 5,445
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 7.26s 71 1,480
Qwen3.6 Flash 10.0 10.0 100.0% 0 6.05s 102 7,423
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 9.0 7.9 88.9% 1 11.03s 461 3,532
Qwen3.6 Flash 8.2 7.2 88.9% 1 6.17s 355 10,683
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 12.38s 222 1,011
Qwen3.6 Flash 10.0 10.0 100.0% 0 4.00s 335 1,188

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