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

Last updated at: 2026-05-29

Metric Seed-2.0-Mini Seed-2.0-Mini medium Release: 2026-02-14 DeepSeek V3.2 DeepSeek V3.2 medium Release: 2025-12-01
Score 7.1 7.3
Rank #75 #67
Reliability 10.0 10.0
Consistency 9.2 7.9
Tests Correct
Attempt pass rate 60.0% 67.5%
Flaky tests 2 5
Total Runs 60 60
Cost per result 0.397 0.335
Total Cost $0.044 $0.037
Input Price $0.100 / 1M $0.252 / 1M
Output Price $0.400 / 1M $0.378 / 1M
Output Tokens 2,555 7,177
Reasoning Tokens 95,974 68,297
Response Time (avg) 80.22s 53.34s
Response Time (max) 262.83s 189.03s
Response Time (total) 1363.72s 1066.71s

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-Mini 6.6 10.0 50.0% 0 74.75s 360 9,520
DeepSeek V3.2 10.0 10.0 100.0% 0 24.23s 3,247 6,953
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
DeepSeek V3.2 4.1 5.8 33.3% 1 184.97s 640 21,230
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
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-Mini 10.0 10.0 100.0% 0 24.27s 246 2,743
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-Mini 3.0 10.0 0.0% 0 0ms 0 0
DeepSeek V3.2 2.9 4.4 22.2% 2 24.27s 21 6,838
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
DeepSeek V3.2 5.1 2.5 50.0% 1 58.29s 49 2,189
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
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-Mini 8.2 7.2 88.9% 1 31.79s 527 5,667
DeepSeek V3.2 7.0 7.2 55.6% 1 37.69s 518 6,375
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
DeepSeek V3.2 10.0 10.0 100.0% 0 34.81s 507 859
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
DeepSeek V3.2 3.0 10.0 0.0% 0 83.99s 20 7,019

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