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ByteDance Seed: Seed-2.0-Lite vs Google: Gemini 2.5 Flash

Last updated at: 2026-04-16

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 Gemini 2.5 Flash Gemini 2.5 Flash medium Release: 2025-06-17
Score 6.2 8.2
Rank #60 #15
Consistency 7.7 9.5
Tests Correct
Attempt pass rate 55.6% 75.9%
Flaky tests 5 1
Total Runs 54 54
Cost per result 0.200 2.454
Total Cost $0.016 $0.319
Input Price $0.250 / 1M $0.300 / 1M
Output Price $2.000 / 1M $2.500 / 1M
Output Tokens 3,129 1,898
Reasoning Tokens 0 122,273
Response Time (avg) 2.53s 12.12s
Response Time (max) 6.70s 95.48s
Response Time (total) 45.46s 218.12s

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Score vs Total Cost

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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
Gemini 2.5 Flash 8.4 10.0 75.0% 0 6.30s 255 10,233
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
Gemini 2.5 Flash 10.0 10.0 100.0% 0 16.23s 522 10,350
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
Gemini 2.5 Flash 10.0 10.0 100.0% 0 28.44s 303 11,922
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
Gemini 2.5 Flash 10.0 10.0 100.0% 0 4.06s 279 2,325
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
Gemini 2.5 Flash 5.9 7.2 55.6% 1 37.34s 18 80,702
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
Gemini 2.5 Flash 4.8 10.0 0.0% 0 4.86s 92 1,899
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
Gemini 2.5 Flash 9.8 10.0 100.0% 0 2.62s 69 1,203
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
Gemini 2.5 Flash 7.7 10.0 66.7% 0 3.94s 126 2,499
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
Gemini 2.5 Flash 10.0 10.0 100.0% 0 6.20s 234 1,140

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