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qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
68 vs 78
Hardware Fit
100 vs 74
Quality Score
54 vs 79

Hardware

qwen2.5-coder:1.5b huihui-devstral-sm…
MachineLENOVO 20U30029MBSystem manufacturer
CPUIntel Core™ i5-10210UAMD Ryzen 7 5800X 8-Core Processor
Cores816
RAM15 GB32 GB
GPUCometLake-U GT2 [UHD Graphics]AMD Radeon RX 9060 XT
OSPop 24.04 LTSMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

qwen2.5-coder:1.5b huihui-devstral-sm…
Tokens/sec21.817.5
First chunk499 ms20 ms
TTFT499 ms279 ms
Load time4.4 sN/A
Memory usage1.5 GB15.6 GB
Memory %10%49%

HW Fit Score Breakdown

qwen2.5-coder:1.5b

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

huihui-devstral-small-2…

Speed
29/50
TTFT
20/20
Memory
25/30

Quality

qwen2.5-coder:1.5b

Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Strong

huihui-devstral-small-2…

Reasoning
16/20
Coding
17/20
Instruction
15/20
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