codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
huihui-qwen3.6-35b-a3b-claude-4.7-opus-abliterated-mtp
LM-STUDIO GGUFqwen35moe · 35B · Q4_K
Jun 13, 2026 · AMD Ryzen 5 5600X 6-Core Processor
Global Score
67 vs 88
Hardware Fit
67 vs 85
Quality Score
67 vs 89
Hardware
codestral:22b huihui-qwen3.6-35b…
MachineNVIDIA NVIDIA_DGX_SparkGigabyte Technology Co., Ltd. B550M AORUS PRO
CPUCortex-X925AMD Ryzen 5 5600X 6-Core Processor
Cores2012
RAM122 GB47 GB
GPUDevice 2e12AD106 [GeForce RTX 4060 Ti]
OSUbuntu 24.04.4 LTScachyos rolling
Archarm64x64
Power Modeperformancelow-power
Performance
codestral:22b huihui-qwen3.6-35b…
Tokens/sec17.237.7
First chunk129 ms18 ms
TTFT129 ms2.9 s
Load time11.6 sN/A
Memory usage18.9 GB26.1 GB
Memory %16%56%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
huihui-qwen3.6-35b-a3b-…
Speed
50/50
TTFT
13/20
Memory
22/30
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
huihui-qwen3.6-35b-a3b-…
Reasoning
19/20
Coding
15/20
Instruction
15/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
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