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ByteDance Seed: Seed-2.0-Lite vs Xiaomi: MiMo-V2.5-Pro

Last updated at: 2026-05-08

Metric Seed-2.0-Lite Seed-2.0-Lite medium Release: 2026-02-14 MiMo-V2.5-Pro MiMo-V2.5-Pro medium Release: 2026-04-22
Score 8.3 8.1
Rank #11 #18
Reliability 10.0 10.0
Consistency 8.9 9.2
Tests Correct
Attempt pass rate 79.0% 74.1%
Flaky tests 3 2
Total Runs 57 54
Cost per result 0.958 1.661
Total Cost $0.125 $0.200
Input Price $0.250 / 1M $1.000 / 1M
Output Price $2.000 / 1M $3.000 / 1M
Output Tokens 3,266 2,790
Reasoning Tokens 54,082 52,001
Response Time (avg) 31.32s 16.23s
Response Time (max) 168.71s 84.22s
Response Time (total) 595.04s 292.10s

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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 8.3 10.0 75.0% 0 17.99s 996 7,142
MiMo-V2.5-Pro 10.0 10.0 100.0% 0 3.26s 323 1,179
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 74.49s 436 7,319
MiMo-V2.5-Pro 10.0 10.0 100.0% 0 32.58s 543 7,485
Combined 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 37.67s 506 4,299
MiMo-V2.5-Pro 10.0 10.0 100.0% 0 53.36s 348 11,870
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 9.07s 246 1,742
MiMo-V2.5-Pro 7.3 5.8 83.3% 1 18.81s 260 8,383
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 5.9 7.2 55.6% 1 88.74s 15 23,897
MiMo-V2.5-Pro 5.3 10.0 33.3% 0 37.87s 275 17,023
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 6.7 3.6 66.7% 1 18.25s 304 1,620
MiMo-V2.5-Pro 5.5 10.0 0.0% 0 4.02s 155 163
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 7.26s 71 1,480
MiMo-V2.5-Pro 9.9 10.0 100.0% 0 2.77s 82 803
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 9.0 7.9 88.9% 1 11.03s 461 3,532
MiMo-V2.5-Pro 6.7 7.9 55.6% 1 5.16s 493 2,187
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 12.38s 222 1,011
MiMo-V2.5-Pro 10.0 10.0 100.0% 0 16.87s 311 2,908
Trivia 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 48.32s 9 2,040
MiMo-V2.5-Pro - - - - - - - -

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