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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: GLM 4.7 Flash leads on average score with 4.9 vs 4.7. GLM 4.7 Flash has the lower benchmark cost at $0.004 vs $0.008. GLM 4.7 Flash is faster at 2.86s vs 8.58s, with pass rates of 28.6% vs 36.5%.

Recommended model: GLM 4.7 Flash - It has the best score here (4.9), while costing about 2.4x less than Qwen3 Coder Next.

Last updated at: 2026-06-12

Metric Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03 GLM 4.7 Flash GLM 4.7 Flash none Release: 2026-01-19
Score 4.7 4.9
Rank #153 #145
Reliability 10.0 10.0
Consistency 8.9 8.8
Tests Correct
Attempt pass rate 28.6% 36.5%
Flaky tests 3 3
Total Runs 63 63
Cost per result 0.201 0.056
Total Cost $0.008 $0.004
Input Price $0.110 / 1M $0.060 / 1M
Output Price $0.800 / 1M $0.400 / 1M
Total Input Tokens 47,250 38,745
Output Tokens 3,319 2,521
Reasoning Tokens 0 0
Response Time (avg) 8.58s 2.86s
Response Time (max) 81.80s 7.05s
Response Time (total) 128.68s 40.04s

Generation showcase

Hamster playing table tennis

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

#153 Qwen3 Coder Next

medium
Invalid SVG
Cost
$0.000
Time
300.0s
Tokens
0 tok

#145 GLM 4.7 Flash

none
Invalid SVG
Cost
$0.000
Time
300.0s
Tokens
0 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 3.5 8.1 16.7% 1 8.64s 645 1,252 0
GLM 4.7 Flash 5.2 7.9 41.7% 1 5.51s 555 438 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3 Coder Next 3.7 7.2 22.2% 1 924ms 7,185 336 0
GLM 4.7 Flash 4.3 10.0 0.0% 0 2.54s 7,256 650 0
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 4.28s 20,469 317 0
GLM 4.7 Flash 3.0 10.0 0.0% 0 3.22s 14,325 704 0
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 81.80s 7,758 246 0
GLM 4.7 Flash 7.3 5.8 83.3% 1 4.82s 7,107 196 0
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 638ms 753 25 0
GLM 4.7 Flash 7.7 10.0 66.7% 0 744ms 687 19 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3 Coder Next 6.3 3.4 66.7% 1 1.39s 498 142 0
GLM 4.7 Flash 4.0 10.0 0.0% 0 1.59s 477 134 0
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 7.49s 684 63 0
GLM 4.7 Flash 6.5 10.0 50.0% 0 888ms 636 62 0
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 1.25s 678 671 0
GLM 4.7 Flash 6.4 10.0 33.3% 0 1.20s 609 97 0
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 2.64s 8,364 255 0
GLM 4.7 Flash 2.8 1.6 33.3% 1 7.05s 6,907 212 0
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 399ms 216 12 0
GLM 4.7 Flash 3.0 10.0 0.0% 0 692ms 186 9 0

Quick Compare

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