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Qwen: Qwen3 Coder Next vs Z.ai: GLM 4.7 Flash

Summary

Qwen3 Coder Next vs GLM 4.7 Flash benchmark comparison: Qwen3 Coder Next leads on average score with 5.1 vs 4.3. Qwen3 Coder Next has the lower benchmark cost at $0.009 vs $0.054. Qwen3 Coder Next is faster at 8.62s vs 35.10s, with pass rates of 27.0% vs 33.3%.

Recommended model: Qwen3 Coder Next - It has the best score here (5.1), while costing about 6.6x less than GLM 4.7 Flash.

Last updated at: 2026-07-02

Metric Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03 GLM 4.7 Flash GLM 4.7 Flash medium Release: 2026-01-19
Score 5.1 4.3
Rank #135 #162
Reliability 10.0 6.7
Consistency 9.7 6.8
Tests Correct
Attempt pass rate 27.0% 33.3%
Flaky tests 1 8
Total Runs 63 63
Cost per result 0.165 1.337
Total Cost $0.009 $0.054
Input Price $0.110 / 1M $0.060 / 1M
Output Price $0.800 / 1M $0.400 / 1M
Total Input Tokens 47,507 37,206
Output Tokens 3,584 43,754
Reasoning Tokens 0 89,079
Response Time (avg) 8.62s 35.10s
Response Time (max) 45.14s 174.55s
Response Time (total) 129.37s 456.24s

Generation showcase

Hamster playing table tennis

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

#135 Qwen3 Coder Next

none
Invalid SVG
Cost
$0.058
Time
246.3s
Tokens
64,126 tok

#162 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
Qwen3 Coder Next 3.6 10.0 0.0% 0 3.31s 645 1,321 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
Qwen3 Coder Next 4.6 7.9 22.2% 1 2.22s 7,442 621 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
Qwen3 Coder Next 3.0 10.0 0.0% 0 45.14s 20,469 317 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
Qwen3 Coder Next 6.5 10.0 50.0% 0 1.32s 7,758 246 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
Qwen3 Coder Next 5.3 10.0 33.3% 0 962ms 753 26 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
Qwen3 Coder Next 10.0 10.0 100.0% 0 1.34s 498 152 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
Qwen3 Coder Next 6.3 10.0 50.0% 0 7.78s 684 63 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
Qwen3 Coder Next 3.0 10.0 0.0% 0 24.34s 678 571 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
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.47s 8,364 255 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
Qwen3 Coder Next 3.0 10.0 0.0% 0 601ms 216 12 0
GLM 4.7 Flash 3.0 10.0 0.0% 0 11.13s 186 71 1,197

Quick Compare

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