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inclusionAI: Ling-2.6-flash vs Z.ai: GLM 5V Turbo

Summary

Ling-2.6-flash vs GLM 5V Turbo benchmark comparison: GLM 5V Turbo leads on average score with 5.8 vs 5.0. Ling-2.6-flash has the lower benchmark cost at $0.001 vs $0.052. GLM 5V Turbo is faster at 2.99s vs 9.34s, with pass rates of 31.8% vs 38.1%.

Recommended model: Ling-2.6-flash - Its score stays close to the best score here (5.0 vs 5.8), while costing about 104.5x less than GLM 5V Turbo.

Last updated at: 2026-06-04

Metric Ling-2.6-flash Ling-2.6-flash none Release: 2026-04-21 GLM 5V Turbo GLM 5V Turbo none Release: 2026-04-01
Score 5.0 5.8
Rank #138 #109
Reliability 10.0 10.0
Consistency 9.2 10.0
Tests Correct
Attempt pass rate 31.8% 38.1%
Flaky tests 2 0
Total Runs 63 63
Cost per result 0.005 0.645
Total Cost $0.001 $0.052
Input Price $0.010 / 1M $1.200 / 1M
Output Price $0.030 / 1M $4.000 / 1M
Total Input Tokens 40,718 37,100
Output Tokens 2,878 1,766
Reasoning Tokens 0 0
Response Time (avg) 9.34s 2.99s
Response Time (max) 35.34s 6.51s
Response Time (total) 177.48s 62.74s

Generation showcase

Hamster playing table tennis

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

#138 Ling-2.6-flash

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

#109 GLM 5V Turbo

none
Cost
$0.042
Time
177.3s
Tokens
10,434 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
Ling-2.6-flash 6.8 8.1 58.3% 1 11.81s 726 573 0
GLM 5V Turbo 4.8 10.0 25.0% 0 3.13s 555 281 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ling-2.6-flash 5.3 10.0 33.3% 0 11.21s 813 381 0
GLM 5V Turbo 5.5 10.0 33.3% 0 3.13s 7,256 360 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 35.34s 20,818 1,069 0
GLM 5V Turbo 3.0 10.0 0.0% 0 6.51s 12,708 276 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ling-2.6-flash 6.5 10.0 50.0% 0 8.48s 8,004 246 0
GLM 5V Turbo 10.0 10.0 100.0% 0 3.81s 7,107 204 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 4.95s 810 24 0
GLM 5V Turbo 5.3 10.0 33.3% 0 2.09s 687 24 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ling-2.6-flash 4.0 10.0 0.0% 0 1.45s 540 109 0
GLM 5V Turbo 4.6 10.0 0.0% 0 2.22s 477 114 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ling-2.6-flash 9.8 10.0 100.0% 0 5.52s 732 81 0
GLM 5V Turbo 6.5 10.0 50.0% 0 1.97s 636 60 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ling-2.6-flash 2.9 7.2 11.1% 1 6.51s 729 151 0
GLM 5V Turbo 5.3 10.0 33.3% 0 2.40s 609 210 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 18.80s 7,324 229 0
GLM 5V Turbo 10.0 10.0 100.0% 0 4.86s 6,879 222 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 1.06s 222 15 0
GLM 5V Turbo 3.0 10.0 0.0% 0 2.23s 186 15 0

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