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

Last updated at: 2026-04-16

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 DeepSeek V3.2 DeepSeek V3.2 none Release: 2025-12-01
Score 6.2 6.1
Rank #60 #63
Consistency 7.7 8.1
Tests Correct
Attempt pass rate 55.6% 50.0%
Flaky tests 5 4
Total Runs 54 54
Cost per result 0.200 0.226
Total Cost $0.016 $0.016
Input Price $0.250 / 1M $0.260 / 1M
Output Price $2.000 / 1M $0.380 / 1M
Output Tokens 3,129 8,384
Reasoning Tokens 0 0
Response Time (avg) 2.53s 12.09s
Response Time (max) 6.70s 115.89s
Response Time (total) 45.46s 217.56s

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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 3.0 5.9 16.7% 2 2.43s 709 0
DeepSeek V3.2 3.2 9.8 0.0% 0 7.63s 1,419 0
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 4.61s 380 0
DeepSeek V3.2 2.4 1.3 33.3% 1 7.63s 553 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.0 10.0 0.0% 0 6.59s 498 0
DeepSeek V3.2 6.5 10.0 0.0% 0 115.89s 2,887 0
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 1.82s 246 0
DeepSeek V3.2 6.3 5.8 66.7% 1 9.42s 1,710 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.6 7.2 22.2% 1 1.33s 17 0
DeepSeek V3.2 3.6 7.2 22.2% 1 1.61s 24 0
General Intelligence 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 3.45s 294 0
DeepSeek V3.2 10.0 10.0 100.0% 0 2.86s 67 0
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 1.06s 73 0
DeepSeek V3.2 10.0 10.0 100.0% 0 1.52s 66 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 5.2 4.4 55.6% 2 2.46s 620 0
DeepSeek V3.2 8.5 7.5 88.9% 1 7.37s 1,136 0
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 3.94s 292 0
DeepSeek V3.2 10.0 10.0 100.0% 0 11.85s 522 0

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