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ByteDance Seed: Seed-2.0-Lite vs Owl Alpha

Last updated at: 2026-05-22

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 Owl Alpha Owl Alpha none Release: 2026-04-30
Score 5.9 5.7
Rank #99 #106
Reliability 10.0 10.0
Consistency 7.9 9.2
Tests Correct
Attempt pass rate 50.0% 41.7%
Flaky tests 5 2
Total Runs 60 60
Cost per result 0.216 0.000
Total Cost $0.018 $0.000
Input Price $0.250 / 1M $0.000 / 1M
Output Price $2.000 / 1M $0.000 / 1M
Output Tokens 3,164 4,864
Reasoning Tokens 0 0
Response Time (avg) 2.44s 8.84s
Response Time (max) 6.70s 47.10s
Response Time (total) 48.71s 176.83s

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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 3.0 5.9 16.7% 2 2.43s 709 0
Owl Alpha 3.4 7.9 16.7% 1 2.78s 57 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 6.8 9.9 50.0% 0 2.95s 404 0
Owl Alpha 7.0 9.9 50.0% 0 39.68s 3,629 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 21.74s 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 3.60s 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 3.00s 27 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 4.61s 80 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 6.4 10.0 50.0% 0 2.63s 63 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 5.9 7.2 55.6% 1 4.43s 202 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 22.78s 231 0
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 1.96s 11 0
Owl Alpha 3.0 10.0 0.0% 0 2.50s 14 0

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