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qwen3-coder:latest

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

devstral-small-2-24b-instruct-2512

LM-STUDIO GGUF

mistral3 · 24B · IQ4_XS

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
76 vs 81
Hardware Fit
51 vs 80
Quality Score
87 vs 81

Hardware

qwen3-coder:latest devstral-small-2-2…
MachineDell Inc. Inspiron 15 3530System manufacturer
CPUIntel Gen Intel® Core™ i7-1355UAMD Ryzen 7 5800X 8-Core Processor
Cores1216
RAM31 GB31 GB
GPURaptor Lake-P [Iris Xe Graphics]Navi 44 [Radeon RX 9060 XT]
OScachyos rollingUbuntu 26.04.1 LTS
Archx64x64
Power Modelow-powerperformance

Performance

qwen3-coder:latest devstral-small-2-2…
Tokens/sec7.621.5
First chunk2037 ms12 ms
TTFT2.0 s212 ms
Load time8.7 sN/A
Memory usage18.9 GB15.9 GB
Memory %61%51%

HW Fit Score Breakdown

qwen3-coder:latest

Speed
13/50
TTFT
18/20
Memory
20/30

devstral-small-2-24b-in…

Speed
35/50
TTFT
20/20
Memory
25/30

Quality

qwen3-coder:latest

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

devstral-small-2-24b-in…

Reasoning
16/20
Coding
17/20
Instruction
17/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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