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Elephant Alpha vs Qwen: Qwen3 Coder Next

Last updated at: 2026-06-03

Metric Elephant Alpha Elephant Alpha medium Release: 2026-04-14 Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score 5.3 5.1
Rank #134 #138
Reliability N/A 10.0
Consistency 9.7 9.7
Tests Correct
Attempt pass rate 31.7% 28.3%
Flaky tests 1 1
Total Runs 60 60
Cost per result 0.000 0.159
Total Cost $0.000 $0.008
Input Price $0.000 / 1M $0.110 / 1M
Output Price $0.000 / 1M $0.800 / 1M
Total Input Tokens 33,744 44,864
Output Tokens 2,596 3,575
Reasoning Tokens 0 0
Response Time (avg) 1.27s 9.05s
Response Time (max) 3.70s 45.14s
Response Time (total) 22.82s 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) Input Tokens Output Tokens Reasoning Tokens
Elephant Alpha 6.6 10.0 50.0% 0 1.19s 726 815 0
Qwen3 Coder Next 3.6 10.0 0.0% 0 3.31s 645 1,321 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Elephant Alpha 4.0 6.7 16.7% 1 1.30s 813 365 0
Qwen3 Coder Next 5.4 6.9 33.3% 1 2.01s 4,799 612 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Elephant Alpha 3.0 10.0 0.0% 0 3.70s 14,046 562 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 45.14s 20,469 317 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Elephant Alpha 6.5 10.0 50.0% 0 979ms 8,004 246 0
Qwen3 Coder Next 6.5 10.0 50.0% 0 1.32s 7,758 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Elephant Alpha 3.0 10.0 0.0% 0 925ms 810 24 0
Qwen3 Coder Next 5.3 10.0 33.3% 0 962ms 753 26 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Elephant Alpha 4.3 10.0 0.0% 0 920ms 540 105 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 1.34s 498 152 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Elephant Alpha 9.8 10.0 100.0% 0 987ms 732 82 0
Qwen3 Coder Next 6.3 10.0 50.0% 0 7.78s 684 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Elephant Alpha 5.3 10.0 33.3% 0 868ms 729 166 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 24.34s 678 571 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Elephant Alpha 3.0 10.0 0.0% 0 2.83s 7,344 231 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.47s 8,364 255 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Elephant Alpha 3.0 10.0 0.0% 0 0ms 0 0 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 601ms 216 12 0

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