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Ring 2.6 1t vs Z.ai: GLM 5.1

Last updated at: 2026-05-10

Metric Ring 2.6 1t Ring 2.6 1t medium Release: 2026-05-10 Free Available GLM 5.1 GLM 5.1 medium Release: 2026-04-07
Score 7.2 7.6
Rank #55 #47
Reliability 9.9 0.0
Consistency 8.7 8.7
Tests Correct
Attempt pass rate 66.7% 71.9%
Flaky tests 3 3
Total Runs 57 57
Cost per result 0.000 1.741
Total Cost $0.000 $0.209
Input Price $0.000 / 1M $1.050 / 1M
Output Price $0.000 / 1M $3.500 / 1M
Output Tokens 21,752 8,087
Reasoning Tokens 42,754 51,269
Response Time (avg) 61.29s 24.43s
Response Time (max) 304.19s 118.52s
Response Time (total) 1164.50s 439.65s

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Score vs Total Cost

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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
Ring 2.6 1t 10.0 10.0 100.0% 0 42.21s 3,833 4,891
GLM 5.1 10.0 10.0 100.0% 0 8.31s 401 5,122
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 10.0 10.0 100.0% 0 59.65s 1,369 3,985
GLM 5.1 4.7 1.6 66.7% 1 118.52s 1,339 13,777
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 10.0 10.0 100.0% 0 304.19s 324 6,088
GLM 5.1 9.5 10.0 100.0% 0 43.11s 327 4,206
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 6.5 10.0 50.0% 0 37.36s 840 1,937
GLM 5.1 10.0 10.0 100.0% 0 9.33s 991 4,552
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 3.5 4.4 33.3% 2 64.92s 9,744 15,013
GLM 5.1 5.3 10.0 33.3% 0 29.77s 969 11,314
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 4.1 10.0 0.0% 0 58.26s 150 583
GLM 5.1 10.0 10.0 100.0% 0 20.95s 2,875 2,875
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 9.8 10.0 100.0% 0 11.78s 266 1,831
GLM 5.1 6.4 5.8 66.7% 1 7.47s 204 1,617
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 5.9 7.2 55.6% 1 20.73s 697 2,479
GLM 5.1 8.2 7.2 88.9% 1 23.85s 899 5,627
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 10.0 10.0 100.0% 0 104.44s 234 1,531
GLM 5.1 3.0 10.0 0.0% 0 0ms 0 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 3.0 10.0 0.0% 0 113.91s 4,295 4,416
GLM 5.1 3.0 10.0 0.0% 0 29.40s 82 2,179

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