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inclusionAI: Ring-2.6-1T vs Z.ai: GLM 5 Turbo

Last updated at: 2026-05-22

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 GLM 5 Turbo GLM 5 Turbo none Release: 2026-03-15
Score 7.2 5.3
Rank #61 #125
Reliability 9.9 10.0
Consistency 8.7 9.3
Tests Correct
Attempt pass rate 66.7% 33.3%
Flaky tests 3 2
Total Runs 60 60
Cost per result 0.000 0.602
Total Cost $0.000 $0.037
Input Price $0.075 / 1M $1.200 / 1M
Output Price $0.625 / 1M $4.000 / 1M
Output Tokens 21,752 1,809
Reasoning Tokens 42,754 0
Response Time (avg) 61.29s 2.83s
Response Time (max) 304.19s 8.21s
Response Time (total) 1164.50s 56.58s

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
Ring-2.6-1T 10.0 10.0 100.0% 0 42.21s 3,833 4,891
GLM 5 Turbo 3.0 10.0 0.0% 0 2.84s 382 0
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 Turbo 4.4 6.7 16.7% 1 2.58s 523 0
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 Turbo 3.0 10.0 0.0% 0 4.89s 144 0
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 Turbo 10.0 10.0 100.0% 0 2.47s 204 0
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 Turbo 5.3 10.0 33.3% 0 1.97s 25 0
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 Turbo 4.2 9.9 0.0% 0 2.18s 48 0
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 Turbo 6.5 10.0 50.0% 0 2.13s 65 0
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 Turbo 5.5 7.4 44.4% 1 2.43s 180 0
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 Turbo 10.0 10.0 100.0% 0 8.21s 222 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 Turbo 3.0 10.0 0.0% 0 2.37s 16 0

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