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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-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Mar 4, 2026 · Intel Gen Intel® Core™ i7-12700K

Global Score
81 vs 80
Hardware Fit
80 vs 60
Quality Score
81 vs 88

Hardware

devstral-small-2-2… qwen3-coder:30b
MachineSystem manufacturerASUS
CPUAMD Ryzen 7 5800X 8-Core ProcessorIntel Gen Intel® Core™ i7-12700K
Cores1620
RAM31 GB96 GB
GPUNavi 44 [Radeon RX 9060 XT]Parsec Virtual Display Adapter, NVIDIA GeForce RTX 2060
OSUbuntu 26.04.1 LTSMicrosoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

devstral-small-2-2… qwen3-coder:30b
Tokens/sec21.514.7
First chunk12 ms796 ms
TTFT212 ms796 ms
Load timeN/A0.2 s
Memory usage15.9 GB17.9 GB
Memory %51%19%

HW Fit Score Breakdown

devstral-small-2-24b-in…

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

qwen3-coder:30b

Speed
14/50
TTFT
19/20
Memory
27/30

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-coder:30b

Reasoning
17/20
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

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