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

Last updated at: 2026-05-08

Metric Seed-2.0-Lite Seed-2.0-Lite medium Release: 2026-02-14 GLM 5 Turbo GLM 5 Turbo medium Release: 2026-03-15
Score 8.3 8.1
Rank #11 #20
Reliability 10.0 6.7
Consistency 8.9 8.4
Tests Correct
Attempt pass rate 79.0% 77.2%
Flaky tests 3 4
Total Runs 57 57
Cost per result 0.958 1.438
Total Cost $0.125 $0.187
Input Price $0.250 / 1M $1.200 / 1M
Output Price $2.000 / 1M $4.000 / 1M
Output Tokens 3,266 12,217
Reasoning Tokens 54,082 40,252
Response Time (avg) 31.32s 18.85s
Response Time (max) 168.71s 194.23s
Response Time (total) 595.04s 358.15s

Top Models by Score

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 8.3 10.0 75.0% 0 17.99s 996 7,142
GLM 5 Turbo 10.0 10.0 100.0% 0 4.82s 362 3,137
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 74.49s 436 7,319
GLM 5 Turbo 10.0 10.0 100.0% 0 12.26s 332 3,301
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 37.67s 506 4,299
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 9.07s 246 1,742
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 5.9 7.2 55.6% 1 88.74s 15 23,897
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 6.7 3.6 66.7% 1 18.25s 304 1,620
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 7.26s 71 1,480
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 9.0 7.9 88.9% 1 11.03s 461 3,532
GLM 5 Turbo 8.7 7.9 77.8% 1 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 12.38s 222 1,011
GLM 5 Turbo 10.0 10.0 100.0% 0 9.84s 241 446
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 48.32s 9 2,040
GLM 5 Turbo 3.0 10.0 0.0% 0 40.17s 20 1,319

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