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

Last updated at: 2026-03-15

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 GLM 5 Turbo GLM 5 Turbo medium Release: 2026-03-15
Rank #43 #20
Score 6.2 7.9
Consistency 7.4 7.7
Cost per result 0.214 1.641
Total Cost $0.015 $0.165
Tests Correct
Attempt pass rate 56.3% 75.0%
Flaky tests 5 5
Total Runs 48 48
Output Tokens 2,743 11,853
Reasoning Tokens 0 35,095
Response Time (avg) 2.49s 18.84s
Response Time (max) 6.70s 194.23s
Response Time (total) 39.91s 301.50s

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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-Lite 3.0 4.6 22.2% 2 2.93s 703 0
GLM 5 Turbo 10.0 10.0 100.0% 0 5.01s 350 2,600
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
GLM 5 Turbo 10.0 10.0 100.0% 0 13.88s 390 2,037
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
GLM 5 Turbo 10.0 10.0 100.0% 0 6.19s 577 3,632
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
GLM 5 Turbo 2.9 4.4 22.2% 2 71.07s 9,665 19,279
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
GLM 5 Turbo 6.1 3.1 66.7% 1 10.05s 60 2,216
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
GLM 5 Turbo 10.0 10.0 100.0% 0 5.38s 255 2,183
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
GLM 5 Turbo 7.3 5.8 55.6% 2 5.44s 315 2,702
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
GLM 5 Turbo 10.0 10.0 100.0% 0 9.84s 241 446

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