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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

qwen2.5-7b-instruct

LM-STUDIO MLX

qwen2 · 7B · 4bit

Excellent

Mar 3, 2026 · Apple M4

Global Score
81 vs 84
Hardware Fit
80 vs 97
Quality Score
81 vs 78

Hardware

devstral-small-2-2… qwen2.5-7b-instruct
MachineSystem manufacturerMacBook Air
CPUAMD Ryzen 7 5800X 8-Core ProcessorApple M4
Cores1610
RAM31 GB32 GB
GPUNavi 44 [Radeon RX 9060 XT]Apple M4
OSUbuntu 26.04.1 LTSmacOS 26.3
Archx64arm64
Power Modeperformancebalanced

Performance

devstral-small-2-2… qwen2.5-7b-instruct
Tokens/sec21.524.4
First chunk12 ms464 ms
TTFT212 ms464 ms
Load timeN/AN/A
Memory usage15.9 GB4.0 GB
Memory %51%13%

HW Fit Score Breakdown

devstral-small-2-24b-in…

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

qwen2.5-7b-instruct

Speed
47/50
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

qwen2.5-7b-instruct

Reasoning
14/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate 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