codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
qwen3-coder:30b-a3b-q4_K_M
OLLAMA GGUFqwen3moe · 30.5B · Q4_K_M
Jun 18, 2026 · Intel Core™ Ultra 9 285HX
Global Score
67 vs 52
Hardware Fit
67 vs 69
Quality Score
67 vs 45
Hardware
codestral:22b qwen3-coder:30b-a3…
MachineNVIDIA NVIDIA_DGX_SparkMicro-Star International Co., Ltd. Titan 18 HX AI A2XWJG
CPUCortex-X925Intel Core™ Ultra 9 285HX
Cores2024
RAM122 GB63 GB
GPUDevice 2e12Intel(R) Graphics, NVIDIA GeForce RTX 5090 Laptop GPU
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home Single Language 10.0.26200
Archarm64x64
Power Modeperformancebalanced
Performance
codestral:22b qwen3-coder:30b-a3…
Tokens/sec17.229.4
First chunk129 ms593 ms
TTFT129 ms593 ms
Load time11.6 s14.2 s
Memory usage18.9 GB42.6 GB
Memory %16%67%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
qwen3-coder:30b-a3b-q4_…
Speed
33/50
TTFT
20/20
Memory
16/30
Quality
codestral:22b
Reasoning
11/20
Coding
17/20
Instruction
9/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Weak Structured Output: Strong Math: Weak Multilingual: Strong
qwen3-coder:30b-a3b-q4_…
Reasoning
16/20
Coding
18/20
Instruction
0/20
Structured
0/15
Math
11/15
Multilingual
0/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest