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codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
67 vs 61
Hardware Fit
67 vs 69
Quality Score
67 vs 58

Hardware

codestral:22b qwen3.5:4b
MachineNVIDIA NVIDIA_DGX_SparkGigabyte Technology Co., Ltd. H170M-D3H
CPUCortex-X925Intel Core™ i5-6500
Cores204
RAM122 GB16 GB
GPUDevice 2e12GP104 [GeForce GTX 1070]
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archarm64x64
Power Modeperformancelow-power

Performance

codestral:22b qwen3.5:4b
Tokens/sec17.235.7
First chunk129 ms438 ms
TTFT129 ms5.1 s
Load time11.6 s40.1 s
Memory usage18.9 GB5.5 GB
Memory %16%35%

HW Fit Score Breakdown

codestral:22b

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

qwen3.5:4b

Speed
50/50
TTFT
11/20
Memory
8/30

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

qwen3.5:4b

Reasoning
18/20
Coding
1/20
Instruction
8/20
Structured
8/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong
View codestral:22b details | View qwen3.5:4b 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