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Elephant vs Qwen: Qwen3 Coder Next

Last updated at: 2026-04-14

Metric Elephant Elephant medium Release: 2026-04-14 Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score 5.2 5.1
Rank #77 #83
Consistency 9.6 9.7
Tests Correct
Attempt pass rate 29.6% 25.9%
Flaky tests 1 1
Total Runs 54 54
Cost per result 0.000 0.188
Total Cost $0.000 $0.008
Input Price $0.000 / 1M $0.150 / 1M
Output Price $0.000 / 1M $0.800 / 1M
Output Tokens 2,596 3,617
Reasoning Tokens 0 0
Response Time (avg) 1.27s 10.18s
Response Time (max) 3.70s 45.14s
Response Time (total) 22.82s 122.13s

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 1.19s 815 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
Elephant 5.1 3.3 33.3% 1 1.30s 365 0
Qwen3 Coder Next 7.3 3.7 66.7% 1 3.14s 585 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 3.70s 562 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
Elephant 6.5 10.0 50.0% 0 979ms 246 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
Elephant 3.0 10.0 0.0% 0 925ms 24 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
Elephant 4.3 10.0 0.0% 0 920ms 105 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
Elephant 9.8 10.0 100.0% 0 987ms 82 0
Qwen3 Coder Next 4.8 10.0 0.0% 0 7.71s 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant 3.7 10.0 0.0% 0 867ms 166 0
Qwen3 Coder Next 3.2 10.0 0.0% 0 22.86s 652 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 2.83s 231 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.47s 255 0

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