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Elephant vs Qwen: Qwen3 Coder Next

Last updated at: 2026-04-14

Metric Elephant Elephant none Release: 2026-04-14 Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03
Score 5.2 4.7
Rank #81 #88
Consistency 9.6 8.7
Tests Correct
Attempt pass rate 31.5% 27.8%
Flaky tests 1 3
Total Runs 54 54
Cost per result 0.000 0.240
Total Cost $0.000 $0.008
Input Price $0.000 / 1M $0.150 / 1M
Output Price $0.000 / 1M $0.800 / 1M
Output Tokens 2,573 3,241
Reasoning Tokens 0 0
Response Time (avg) 1.23s 10.75s
Response Time (max) 3.81s 81.80s
Response Time (total) 22.16s 129.01s

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
Elephant 6.6 10.0 50.0% 0 963ms 610 0
Qwen3 Coder Next 3.5 8.1 16.7% 1 8.64s 1,252 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant 6.4 3.3 66.7% 1 1.39s 375 0
Qwen3 Coder Next 4.7 1.6 66.7% 1 1.69s 300 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant 3.0 10.0 0.0% 0 3.81s 731 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 4.28s 317 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant 6.5 10.0 50.0% 0 1.04s 246 0
Qwen3 Coder Next 6.5 10.0 50.0% 0 81.80s 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant 3.0 10.0 0.0% 0 927ms 24 0
Qwen3 Coder Next 5.3 10.0 33.3% 0 638ms 25 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant 4.0 10.0 0.0% 0 854ms 106 0
Qwen3 Coder Next 6.3 3.4 66.7% 1 1.39s 142 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant 9.8 10.0 100.0% 0 1.03s 81 0
Qwen3 Coder Next 4.8 10.0 0.0% 0 7.34s 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant 3.3 10.0 0.0% 0 849ms 170 0
Qwen3 Coder Next 3.1 10.0 0.0% 0 2.30s 641 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant 3.0 10.0 0.0% 0 2.79s 230 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.64s 255 0

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