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

LM-STUDIO GGUF

mistral3 · 24B · IQ4_XS

Excellent

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

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.0B · Q4_K_M

Excellent

Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H

Global Score
81 vs 85
Hardware Fit
80 vs 100
Quality Score
81 vs 79

Hardware

devstral-small-2-2… qwen3.5:9b
MachineSystem manufacturerMicro-Star International Co., Ltd. Stealth GS77 12UH
CPUAMD Ryzen 7 5800X 8-Core ProcessorIntel Gen Intel® Core™ i9-12900H
Cores1620
RAM31 GB32 GB
GPUNavi 44 [Radeon RX 9060 XT]Intel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPU
OSUbuntu 26.04.1 LTSMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

devstral-small-2-2… qwen3.5:9b
Tokens/sec21.541.4
First chunk12 ms162 ms
TTFT212 ms162 ms
Load timeN/A8.1 s
Memory usage15.9 GB5.9 GB
Memory %51%19%

HW Fit Score Breakdown

devstral-small-2-24b-in…

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

qwen3.5:9b

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

Quality

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

qwen3.5:9b

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