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codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

llama3.2:latest

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

Global Score
67 vs 76
Hardware Fit
67 vs 100
Quality Score
67 vs 65

Hardware

codestral:22b llama3.2:latest
MachineNVIDIA NVIDIA_DGX_SparkMicro-Star International Co., Ltd. MS-7B79
CPUCortex-X925AMD Ryzen 5 2600X Six-Core Processor
Cores2012
RAM122 GB16 GB
GPUDevice 2e12NVIDIA GeForce GTX 1080
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Famille 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

codestral:22b llama3.2:latest
Tokens/sec17.257.0
First chunk129 ms264 ms
TTFT129 ms264 ms
Load time11.6 s9.7 s
Memory usage18.9 GB2.6 GB
Memory %16%16%

HW Fit Score Breakdown

codestral:22b

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

llama3.2:latest

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

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

llama3.2:latest

Reasoning
11/20
Coding
15/20
Instruction
15/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong

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