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OpenAI: GPT-5.2 Chat vs Z.ai: GLM 5 Turbo

Last updated at: 2026-03-15

Metric GPT-5.2 Chat GPT-5.2 Chat none Release: 2025-12-11 GLM 5 Turbo GLM 5 Turbo medium Release: 2026-03-15
Rank #17 #20
Score 8.0 7.9
Consistency 9.1 7.7
Cost per result 2.440 1.641
Total Cost $0.269 $0.165
Tests Correct
Attempt pass rate 75.0% 75.0%
Flaky tests 2 5
Total Runs 48 48
Output Tokens 15,845 11,853
Reasoning Tokens 0 35,095
Response Time (avg) 7.03s 18.84s
Response Time (max) 38.52s 194.23s
Response Time (total) 112.51s 301.50s

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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
GPT-5.2 Chat 10.0 10.0 100.0% 0 3.97s 1,651 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
GPT-5.2 Chat 10.0 10.0 100.0% 0 9.12s 1,243 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
GPT-5.2 Chat 10.0 10.0 100.0% 0 3.05s 980 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
GPT-5.2 Chat 5.3 10.0 33.3% 0 17.78s 7,810 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
GPT-5.2 Chat 4.4 3.0 33.3% 1 3.20s 335 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
GPT-5.2 Chat 7.5 6.1 83.3% 1 5.46s 1,528 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
GPT-5.2 Chat 7.7 10.0 66.7% 0 4.42s 1,743 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
GPT-5.2 Chat 10.0 10.0 100.0% 0 4.68s 555 0
GLM 5 Turbo 10.0 10.0 100.0% 0 9.84s 241 446

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