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inclusionAI: Ring-2.6-1T vs Z.ai: GLM 4.7 Flash

Summary

Ring-2.6-1T vs GLM 4.7 Flash benchmark comparison: Ring-2.6-1T leads on average score with 4.8 vs 4.3. Ring-2.6-1T has the lower benchmark cost at $0.026 vs $0.054. GLM 4.7 Flash is faster at 35.10s vs 55.10s, with pass rates of 47.6% vs 33.3%.

Recommended model: Ring-2.6-1T - It has the best score here (4.8), while costing about 2.1x less than GLM 4.7 Flash.

Last updated at: 2026-06-12

Metric Ring-2.6-1T Ring-2.6-1T none Release: 2026-05-10 GLM 4.7 Flash GLM 4.7 Flash medium Release: 2026-01-19
Score 4.8 4.3
Rank #148 #159
Reliability 10.0 6.7
Consistency 9.3 6.8
Tests Correct
Attempt pass rate 47.6% 33.3%
Flaky tests 2 8
Total Runs 63 63
Cost per result 0.000 1.337
Total Cost $0.026 $0.054
Input Price $0.075 / 1M $0.060 / 1M
Output Price $0.625 / 1M $0.400 / 1M
Total Input Tokens 7,599 37,206
Output Tokens 39,954 43,754
Reasoning Tokens 0 89,079
Response Time (avg) 55.10s 35.10s
Response Time (max) 143.82s 174.55s
Response Time (total) 881.55s 456.24s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#148 Ring-2.6-1T

none
No showcase result has been generated for this model yet.
Cost
$0.000
Time
-
Tokens
0 tok

#159 GLM 4.7 Flash

medium
Invalid SVG
Cost
$0.000
Time
186.2s
Tokens
12,112 tok

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) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 9.2 8.4 91.7% 1 43.33s 810 5,575 0
GLM 4.7 Flash 4.7 5.9 41.7% 2 14.95s 555 1,122 6,110
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 5.3 10.0 33.3% 0 143.82s 834 5,036 0
GLM 4.7 Flash 3.2 7.4 11.1% 1 55.33s 3,106 4,981 22,387
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 0ms 0 0 0
GLM 4.7 Flash 2.8 2.1 33.3% 1 65.57s 17,185 2,585 20,648
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 45.87s 2,712 1,529 0
GLM 4.7 Flash 6.3 10.0 50.0% 0 1.51s 7,107 584 2,755
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 5.3 7.2 44.4% 1 73.40s 873 17,728 0
GLM 4.7 Flash 3.5 4.4 33.3% 2 174.55s 643 33,000 25,394
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 4.3 10.0 0.0% 0 15.63s 561 846 0
GLM 4.7 Flash 3.6 9.7 0.0% 0 18.14s 318 18 2,138
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 9.8 10.0 100.0% 0 27.36s 774 2,004 0
GLM 4.7 Flash 6.2 5.8 66.7% 1 2.97s 636 388 2,181
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 7.7 10.0 66.7% 0 31.47s 792 3,469 0
GLM 4.7 Flash 2.9 7.2 11.1% 1 12.93s 521 781 5,255
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 0ms 0 0 0
GLM 4.7 Flash 10.0 10.0 100.0% 0 15.95s 6,949 224 1,014
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 243 3,767 0
GLM 4.7 Flash 3.0 10.0 0.0% 0 11.13s 186 71 1,197

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