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Qwen: Qwen3 Coder Next vs xAI: Grok 4.20 Multi-Agent Beta

Last updated at: 2026-03-12

Metric Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03 Grok 4.20 Multi-Agent Beta Grok 4.20 Multi-Agent Beta medium Release: 2026-03-12
Rank #56 #47
Avg Score 4.0 4.9
Consistency 10.0 7.1
Cost per result 0.174 97.178
Total Cost $0.007 $4.859
Tests Correct
Attempt pass rate 25.0% 52.1%
Flaky tests 0 6
Total Runs 48 48
Output Tokens 3,026 293,634
Reasoning Tokens 0 291,260
Response Time (avg) 11.68s 9.08s
Response Time (max) 45.14s 35.28s
Response Time (total) 116.76s 127.09s

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Score vs Total Cost

Response Time (avg)

Avg Score vs Response Time (avg)

Total Output Tokens

Avg 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
Qwen3 Coder Next 2.3 10.0 0.0% 0 4.39s 1,315 0
Grok 4.20 Multi-Agent Beta 4.0 4.4 66.7% 2 3.77s 28,392 27,808
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 10.0 10.0 0.0% 0 45.14s 317 0
Grok 4.20 Multi-Agent Beta 10.0 10.0 0.0% 0 0ms 0 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 5.4 10.0 50.0% 0 1.32s 246 0
Grok 4.20 Multi-Agent Beta 9.9 10.0 100.0% 0 5.54s 25,306 25,051
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 4.0 10.0 33.3% 0 962ms 26 0
Grok 4.20 Multi-Agent Beta 10.0 7.2 11.1% 1 24.67s 164,609 163,647
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 10.0 10.0 100.0% 0 1.34s 152 0
Grok 4.20 Multi-Agent Beta 4.0 2.8 66.7% 1 6.40s 15,848 15,746
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 4.5 10.0 0.0% 0 7.71s 63 0
Grok 4.20 Multi-Agent Beta 9.0 10.0 50.0% 0 4.63s 25,457 25,322
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 1.3 10.0 0.0% 0 22.86s 652 0
Grok 4.20 Multi-Agent Beta 6.3 5.1 77.8% 2 5.01s 34,022 33,686
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.47s 255 0
Grok 4.20 Multi-Agent Beta 10.0 10.0 0.0% 0 0ms 0 0

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