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ByteDance Seed: Seed-2.0-Lite vs DeepSeek: DeepSeek V3.2

Last updated at: 2026-03-15

Metric Seed-2.0-Lite Seed-2.0-Lite medium Release: 2026-02-14 DeepSeek V3.2 DeepSeek V3.2 medium Release: 2025-12-01
Rank #3 #14
Score 8.8 8.1
Consistency 8.7 8.5
Cost per result 0.870 0.225
Total Cost $0.105 $0.025
Tests Correct
Attempt pass rate 87.5% 79.2%
Flaky tests 3 3
Total Runs 48 48
Output Tokens 2,815 7,392
Reasoning Tokens 44,618 39,089
Response Time (avg) 29.39s 39.48s
Response Time (max) 168.71s 93.11s
Response Time (total) 470.29s 631.71s

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 10.0 10.0 100.0% 0 23.34s 990 7,037
DeepSeek V3.2 7.8 9.9 66.7% 0 33.39s 1,171 4,893
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
DeepSeek V3.2 10.0 10.0 100.0% 0 93.11s 571 6,296
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
DeepSeek V3.2 10.0 10.0 100.0% 0 36.09s 207 7,693
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
DeepSeek V3.2 5.3 7.2 44.4% 1 39.32s 3,081 7,856
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
DeepSeek V3.2 5.4 2.5 66.7% 1 31.30s 68 2,366
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
DeepSeek V3.2 10.0 10.0 100.0% 0 35.78s 1,397 2,845
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
DeepSeek V3.2 8.2 7.2 88.9% 1 36.87s 390 6,281
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
DeepSeek V3.2 10.0 10.0 100.0% 0 34.81s 507 859

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