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ByteDance Seed: Seed-2.0-Lite vs Owl Alpha

Last updated at: 2026-04-30

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 Owl Alpha Owl Alpha medium Release: 2026-04-30
Score 6.2 5.8
Rank #79 #91
Reliability N/A 10.0
Consistency 7.7 9.5
Tests Correct
Attempt pass rate 55.6% 40.7%
Flaky tests 5 1
Total Runs 54 54
Cost per result 0.200 0.000
Total Cost $0.016 $0.000
Input Price $0.250 / 1M $0.000 / 1M
Output Price $2.000 / 1M $0.000 / 1M
Output Tokens 3,129 1,596
Reasoning Tokens 0 0
Response Time (avg) 2.53s 11.04s
Response Time (max) 6.70s 58.63s
Response Time (total) 45.46s 198.65s

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Score vs Total Cost

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Score vs Response Time (avg)

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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
Owl Alpha 4.8 10.0 25.0% 0 3.97s 87 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
Owl Alpha 10.0 10.0 100.0% 0 7.35s 402 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
Owl Alpha 3.0 10.0 0.0% 0 10.01s 315 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
Owl Alpha 10.0 10.0 100.0% 0 21.64s 246 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
Owl Alpha 5.3 10.0 33.3% 0 8.58s 28 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
Owl Alpha 4.3 10.0 0.0% 0 58.63s 98 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
Owl Alpha 6.3 10.0 50.0% 0 9.59s 57 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
Owl Alpha 3.4 7.2 11.1% 1 3.44s 135 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
Owl Alpha 10.0 10.0 100.0% 0 8.26s 228 0

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