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ByteDance Seed: Seed-2.0-Mini vs Z.ai: GLM 5V Turbo

Last updated at: 2026-04-14

Metric Seed-2.0-Mini Seed-2.0-Mini medium Release: 2026-02-14 GLM 5V Turbo GLM 5V Turbo none Release: 2026-04-01
Score 7.5 6.2
Rank #36 #55
Consistency 9.2 10.0
Tests Correct
Attempt pass rate 66.7% 44.4%
Flaky tests 2 0
Total Runs 54 54
Cost per result 0.333 0.542
Total Cost $0.037 $0.044
Input Price $0.100 / 1M $1.200 / 1M
Output Price $0.400 / 1M $4.000 / 1M
Output Tokens 2,419 1,724
Reasoning Tokens 79,238 0
Response Time (avg) 69.70s 3.10s
Response Time (max) 262.83s 6.51s
Response Time (total) 1045.47s 55.87s

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Score vs Total Cost

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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-Mini 6.6 10.0 50.0% 0 74.75s 360 9,520
GLM 5V Turbo 4.8 10.0 25.0% 0 3.13s 281 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 197.31s 448 20,614
GLM 5V Turbo 10.0 10.0 100.0% 0 5.30s 336 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 262.83s 404 29,806
GLM 5V Turbo 3.0 10.0 0.0% 0 6.51s 276 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 24.27s 246 2,743
GLM 5V Turbo 10.0 10.0 100.0% 0 3.81s 204 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 3.0 10.0 0.0% 0 0ms 0 0
GLM 5V Turbo 5.3 10.0 33.3% 0 2.09s 24 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 5.1 3.4 33.3% 1 36.65s 213 4,210
GLM 5V Turbo 4.6 10.0 0.0% 0 2.22s 114 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 17.47s 69 2,050
GLM 5V Turbo 6.5 10.0 50.0% 0 1.97s 60 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 8.2 7.2 88.9% 1 25.85s 457 5,060
GLM 5V Turbo 5.3 10.0 33.3% 0 2.22s 207 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 88.68s 222 5,235
GLM 5V Turbo 10.0 10.0 100.0% 0 4.86s 222 0

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