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Elephant Alpha vs Qwen: Qwen3 Coder Next

Last updated at: 2026-05-29

Metric Elephant Alpha Elephant Alpha none Release: 2026-04-14 Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03
Score 5.2 4.7
Rank #136 #147
Reliability N/A 10.0
Consistency 9.6 8.9
Tests Correct
Attempt pass rate 29.8% 30.0%
Flaky tests 1 3
Total Runs 60 60
Cost per result 0.000 0.193
Total Cost $0.000 $0.008
Input Price $0.000 / 1M $0.110 / 1M
Output Price $0.000 / 1M $0.800 / 1M
Output Tokens 2,573 3,310
Reasoning Tokens 0 0
Response Time (avg) 1.22s 9.16s
Response Time (max) 3.81s 81.80s
Response Time (total) 22.03s 128.25s

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Score vs Total Cost

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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 Alpha 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 Alpha 4.7 6.7 33.3% 1 1.39s 375 0
Qwen3 Coder Next 4.1 5.8 33.3% 1 1.17s 327 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 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 Alpha 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 Alpha 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 Alpha 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 Alpha 9.8 10.0 100.0% 0 1.03s 81 0
Qwen3 Coder Next 6.3 10.0 50.0% 0 7.49s 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 4.2 10.0 0.0% 0 807ms 170 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 1.25s 671 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 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
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 0.0 0.0 0.0% 0 0ms 0 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 399ms 12 0

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