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qwen3:1.7b

OLLAMA GGUF

qwen3 · 2.0B · Q4_K_M

Good

Oct 11, 2026 · AMD Ryzen 5 5500

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

Global Score
79 vs 67
Hardware Fit
100 vs 67
Quality Score
70 vs 67

Hardware

qwen3:1.7b codestral:22b
MachineMicrosoft WSLNVIDIA NVIDIA_DGX_Spark
CPUAMD Ryzen 5 5500Cortex-X925
Cores1220
RAM8 GB122 GB
GPUIntegrated / UnknownDevice 2e12
OSUbuntu 26.04.1 LTSUbuntu 24.04.4 LTS
Archx64arm64
Power Modeunknownperformance

Performance

qwen3:1.7b codestral:22b
Tokens/sec191.417.2
First chunk70 ms129 ms
TTFT1.1 s129 ms
Load time4.6 s11.6 s
Memory usage1.6 GB18.9 GB
Memory %21%16%

HW Fit Score Breakdown

qwen3:1.7b

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

codestral:22b

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

Quality

qwen3:1.7b

Reasoning
16/20
Coding
7/20
Instruction
14/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

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

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