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ByteDance Seed: Seed-2.0-Lite vs Xiaomi: MiMo-V2-Pro

Last updated at: 2026-03-20

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 MiMo-V2-Pro MiMo-V2-Pro medium Release: 2026-03-18
Score 6.0 8.0
Rank #48 #20
Consistency 7.6 8.5
Tests Correct
Attempt pass rate 52.9% 76.5%
Flaky tests 5 3
Total Runs 51 45
Cost per result 0.215 1.110
Total Cost $0.016 $0.123
Input Price $0.250 / 1M $1.000 / 1M
Output Price $2.000 / 1M $3.000 / 1M
Output Tokens 2,749 1,875
Reasoning Tokens 0 26,959
Response Time (avg) 2.40s 9.78s
Response Time (max) 6.70s 64.71s
Response Time (total) 40.85s 156.45s

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-Lite 3.0 5.9 16.7% 2 2.43s 709 0
MiMo-V2-Pro 10.0 10.0 100.0% 0 3.06s 223 1,107
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
MiMo-V2-Pro 4.7 1.6 66.7% 1 64.71s 380 14,186
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
MiMo-V2-Pro 7.3 5.8 83.3% 1 17.20s 260 7,484
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
MiMo-V2-Pro 5.3 10.0 33.3% 0 6.00s 155 1,048
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
MiMo-V2-Pro 10.0 10.0 100.0% 0 4.06s 198 424
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
MiMo-V2-Pro 9.9 10.0 100.0% 0 3.36s 83 667
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
MiMo-V2-Pro 7.0 7.2 55.6% 1 4.71s 313 1,179
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
MiMo-V2-Pro 10.0 10.0 100.0% 0 8.19s 263 864

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