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qwen2.5-0.5b-instruct

LM-STUDIO GGUF

qwen2 · 0.5B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

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
53 vs 81
Hardware Fit
89 vs 80
Quality Score
38 vs 81

Hardware

qwen2.5-0.5b-instr… devstral-small-2-2…
MachineLENOVO 20BUS00700System manufacturer
CPUIntel Core™ i5-5300UAMD Ryzen 7 5800X 8-Core Processor
Cores416
RAM16 GB31 GB
GPUIntel(R) HD Graphics 5500Navi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 26.04.1 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen2.5-0.5b-instr… devstral-small-2-2…
Tokens/sec13.221.5
First chunk1339 ms12 ms
TTFT1.3 s212 ms
Load timeN/AN/A
Memory usage0.4 GB15.9 GB
Memory %2%51%

HW Fit Score Breakdown

qwen2.5-0.5b-instruct

Speed
41/50
TTFT
20/20
Memory
28/30

devstral-small-2-24b-in…

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

Quality

qwen2.5-0.5b-instruct

Reasoning
5/20
Coding
4/20
Instruction
10/20
Structured
11/15
Math
3/15
Multilingual
5/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

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