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

Last updated at: 2026-05-01

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 MiMo-V2-Pro MiMo-V2-Pro none Release: 2026-03-18
Score 6.2 6.0
Rank #80 #87
Reliability N/A N/A
Consistency 7.7 8.6
Tests Correct
Attempt pass rate 55.6% 48.2%
Flaky tests 5 3
Total Runs 54 54
Cost per result 0.200 0.601
Total Cost $0.016 $0.043
Input Price $0.250 / 1M $1.000 / 1M
Output Price $2.000 / 1M $3.000 / 1M
Output Tokens 3,129 2,320
Reasoning Tokens 0 0
Response Time (avg) 2.53s 2.39s
Response Time (max) 6.70s 6.58s
Response Time (total) 45.46s 43.06s

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 3.5 8.0 16.7% 1 1.80s 315 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
MiMo-V2-Pro 10.0 10.0 100.0% 0 3.82s 599 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
MiMo-V2-Pro 3.0 10.0 0.0% 0 6.58s 333 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
MiMo-V2-Pro 10.0 10.0 100.0% 0 1.39s 249 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
MiMo-V2-Pro 5.3 7.2 44.4% 1 1.78s 26 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
MiMo-V2-Pro 4.3 9.9 0.0% 0 2.44s 125 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
MiMo-V2-Pro 6.5 10.0 50.0% 0 2.51s 69 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
MiMo-V2-Pro 6.0 7.1 55.6% 1 1.83s 327 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
MiMo-V2-Pro 10.0 10.0 100.0% 0 4.39s 277 0

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