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ByteDance Seed: Seed-2.0-Mini vs DeepSeek: DeepSeek V4 Pro

Last updated at: 2026-04-24

Metric Seed-2.0-Mini Seed-2.0-Mini medium Release: 2026-02-14 DeepSeek V4 Pro DeepSeek V4 Pro high Release: 2026-04-24
Score 7.5 7.4
Rank #45 #50
Consistency 9.2 10.0
Tests Correct
Attempt pass rate 66.7% 61.1%
Flaky tests 2 0
Total Runs 54 24
Cost per result 0.333 1.385
Total Cost $0.037 $0.153
Input Price $0.100 / 1M $1.740 / 1M
Output Price $0.400 / 1M $3.480 / 1M
Output Tokens 2,419 584
Reasoning Tokens 79,238 37,708
Response Time (avg) 69.70s 78.45s
Response Time (max) 262.83s 351.99s
Response Time (total) 1045.47s 1255.22s

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 V4 Pro 8.3 10.0 75.0% 0 32.12s 64 1,799
Coding 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% 0 197.31s 448 20,614
DeepSeek V4 Pro 10.0 10.0 100.0% 0 93.00s 82 2,808
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 V4 Pro 10.0 10.0 100.0% 0 71.08s 134 2,163
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 V4 Pro 10.0 10.0 100.0% 0 63.00s 67 1,071
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 V4 Pro 5.3 10.0 33.3% 0 202.56s 11 25,343
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 V4 Pro 5.0 10.0 0.0% 0 26.96s 51 734
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 V4 Pro 3.0 10.0 0.0% 0 0ms 0 0
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 25.85s 457 5,060
DeepSeek V4 Pro 7.7 10.0 66.7% 0 63.66s 91 3,617
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 V4 Pro 10.0 10.0 100.0% 0 11.05s 84 173

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