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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

qwen3.5-4b-super-coder

LM-STUDIO GGUF

qwen35 · 4B · Q4_0

Excellent

Oct 24, 2026 · Intel Core™ i3-9100F

Global Score
81 vs 83
Hardware Fit
80 vs 96
Quality Score
81 vs 77

Hardware

devstral-small-2-2… qwen3.5-4b-super-c…
MachineSystem manufacturerGigabyte Technology Co., Ltd. H310M S2 2.0
CPUAMD Ryzen 7 5800X 8-Core ProcessorIntel Core™ i3-9100F
Cores164
RAM31 GB16 GB
GPUNavi 44 [Radeon RX 9060 XT]Virtual Desktop Monitor, NVIDIA GeForce GTX 1650
OSUbuntu 26.04.1 LTSМайкрософт Windows 10 Pro 10.0.19045
Archx64x64
Power Modeperformancebalanced

Performance

devstral-small-2-2… qwen3.5-4b-super-c…
Tokens/sec21.515.3
First chunk12 ms33 ms
TTFT212 ms686 ms
Load timeN/AN/A
Memory usage15.9 GB3.6 GB
Memory %51%22%

HW Fit Score Breakdown

devstral-small-2-24b-in…

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

qwen3.5-4b-super-coder

Speed
46/50
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

qwen3.5-4b-super-coder

Reasoning
16/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate 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