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

Last updated at: 2026-03-12

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 Gemini 2.5 Flash Gemini 2.5 Flash none Release: 2025-06-17
Rank #45 #42
Avg Score 4.9 5.2
Consistency 7.4 9.1
Cost per result 0.214 0.191
Total Cost $0.015 $0.012
Tests Correct
Attempt pass rate 56.3% 43.8%
Flaky tests 5 2
Total Runs 48 48
Output Tokens 2,743 1,270
Reasoning Tokens 0 0
Response Time (avg) 2.49s 923ms
Response Time (max) 6.70s 4.39s
Response Time (total) 39.91s 14.78s

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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 10.0 4.6 22.2% 2 2.93s 703 0
Gemini 2.5 Flash 10.0 10.0 0.0% 0 668ms 99 0
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 0.0% 0 6.59s 498 0
Gemini 2.5 Flash 10.0 10.0 0.0% 0 4.39s 366 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 9.9 10.0 100.0% 0 1.82s 246 0
Gemini 2.5 Flash 9.9 10.0 100.0% 0 652ms 279 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 7.2 22.2% 1 1.33s 17 0
Gemini 2.5 Flash 4.0 7.2 55.6% 1 495ms 12 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
Gemini 2.5 Flash 5.0 10.0 0.0% 0 615ms 78 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
Gemini 2.5 Flash 9.0 6.8 66.7% 1 672ms 70 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 4.0 4.4 55.6% 2 2.46s 620 0
Gemini 2.5 Flash 4.7 10.0 33.3% 0 576ms 132 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
Gemini 2.5 Flash 10.0 10.0 100.0% 0 1.91s 234 0

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