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inclusionAI: Ling-2.6-1T vs Qwen: Qwen3 Coder Next

Last updated at: 2026-05-29

Metric Ling-2.6-1T Ling-2.6-1T none Release: 2026-04-23 Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score 4.5 5.1
Rank #153 #138
Reliability N/A 10.0
Consistency 10.0 9.7
Tests Correct
Attempt pass rate 16.7% 28.3%
Flaky tests 0 1
Total Runs 60 60
Cost per result 0.000 0.159
Total Cost $0.000 $0.008
Input Price $0.075 / 1M $0.110 / 1M
Output Price $0.625 / 1M $0.800 / 1M
Output Tokens 2,434 3,575
Reasoning Tokens 0 0
Response Time (avg) 7.72s 9.05s
Response Time (max) 25.72s 45.14s
Response Time (total) 139.00s 126.72s

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
Ling-2.6-1T 3.4 10.0 0.0% 0 6.55s 777 0
Qwen3 Coder Next 3.6 10.0 0.0% 0 3.31s 1,321 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-1T 5.5 10.0 0.0% 0 10.57s 381 0
Qwen3 Coder Next 5.4 6.9 33.3% 1 2.01s 612 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-1T 3.0 10.0 0.0% 0 23.53s 183 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 45.14s 317 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-1T 10.0 10.0 100.0% 0 1.37s 285 0
Qwen3 Coder Next 6.5 10.0 50.0% 0 1.32s 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-1T 3.0 10.0 0.0% 0 1.04s 27 0
Qwen3 Coder Next 5.3 10.0 33.3% 0 962ms 26 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-1T 5.0 10.0 0.0% 0 20.34s 140 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 1.34s 152 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-1T 6.4 10.0 50.0% 0 5.36s 81 0
Qwen3 Coder Next 6.3 10.0 50.0% 0 7.78s 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-1T 3.1 10.0 0.0% 0 5.36s 131 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 24.34s 571 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-1T 3.0 10.0 0.0% 0 25.72s 429 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.47s 255 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-1T 0.0 0.0 0.0% 0 0ms 0 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 601ms 12 0

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