Back to leaderboard

qwen3-coder-next:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

qwen3:0.6b

OLLAMA GGUF

qwen3 · 751.63M · Q4_K_M

Good

Apr 29, 2026 · Intel Core™ i5-8350U

Global Score
82 vs 61
Hardware Fit
71 vs 85
Quality Score
87 vs 51

Hardware

qwen3-coder-next:l… qwen3:0.6b
MachineAZW GTR ProLENOVO 20L7CTO1WW
CPUAMD RYZEN AI MAX+ 395Intel Core™ i5-8350U
Cores328
RAM125 GB23 GB
GPUAMD Radeon 8060SKaby Lake-R GT2 [UHD Graphics 620]
OSUbuntu 24.04.4 LTSFedora Linux 43
Archx64x64
Power Modeperformancelow-power

Performance

qwen3-coder-next:l… qwen3:0.6b
Tokens/sec34.527.0
First chunk262 ms597 ms
TTFT262 ms8.7 s
Load time16.4 s1.8 s
Memory usage56.8 GB0.9 GB
Memory %46%4%

HW Fit Score Breakdown

qwen3-coder-next:latest

Speed
34/50
TTFT
20/20
Memory
17/30

qwen3:0.6b

Speed
50/50
TTFT
5/20
Memory
30/30

Quality

qwen3-coder-next:latest

Reasoning
18/20
Coding
18/20
Instruction
13/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

qwen3:0.6b

Reasoning
14/20
Coding
0/20
Instruction
9/20
Structured
12/15
Math
9/15
Multilingual
7/10
Reasoning: Adequate Coding: Poor Instruction Following: Weak Structured Output: Strong Math: Adequate Multilingual: Adequate

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest