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codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

qwen3-coder:30b-a3b-q8_0

OLLAMA GGUF

qwen3moe · 30.5B · Q8_0

Excellent

Jun 18, 2026 · Intel Core™ Ultra 9 285HX

Global Score
67 vs 90
Hardware Fit
67 vs 89
Quality Score
67 vs 90

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/sec17.243.1
First chunk129 ms957 ms
TTFT129 ms957 ms
Load time11.6 s52.0 s
Memory usage18.9 GB33.6 GB
Memory %16%53%

HW Fit Score Breakdown

codestral:22b

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

qwen3-coder:30b-a3b-q8_0

Speed
46/50
TTFT
19/20
Memory
24/30

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-q8_0

Reasoning
17/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View codestral:22b details | View qwen3-coder:30b-a3… details

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