Navigate
AI BENCHY
Your ad here

AI BENCHY Compare

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

Last updated at: 2026-04-24

Metric Seed-2.0-Mini Seed-2.0-Mini medium Release: 2026-02-14 DeepSeek V4 Flash DeepSeek V4 Flash high Release: 2026-04-24
Score 7.5 7.8
Rank #45 #35
Consistency 9.2 7.8
Tests Correct
Attempt pass rate 66.7% 79.6%
Flaky tests 2 5
Total Runs 54 52
Cost per result 0.333 0.189
Total Cost $0.037 $0.021
Input Price $0.100 / 1M $0.140 / 1M
Output Price $0.400 / 1M $0.280 / 1M
Output Tokens 2,419 1,757
Reasoning Tokens 79,238 55,907
Response Time (avg) 69.70s 47.47s
Response Time (max) 262.83s 255.28s
Response Time (total) 1045.47s 854.45s

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 Flash 8.3 10.0 75.0% 0 28.51s 140 7,770
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 Flash 10.0 10.0 100.0% 0 62.48s 369 9,361
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 Flash 10.0 10.0 100.0% 0 76.57s 465 7,347
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 Flash 10.0 10.0 100.0% 0 28.03s 201 1,179
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 Flash 4.1 4.4 44.5% 2 112.69s 19 24,857
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 Flash 6.1 3.1 66.7% 1 25.15s 79 632
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 Flash 10.0 10.0 100.0% 0 15.36s 63 1,622
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 Flash 6.4 4.5 77.8% 2 25.53s 193 2,597
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 Flash 10.0 10.0 100.0% 0 74.73s 228 542

Quick Compare

Switch Comparison Pair