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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

slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

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

Hardware

qwen2.5-coder:1.5b slim-rpcache-ornit…
MachineLENOVO 20U30029MBASUS
CPUIntel Core™ i5-10210UAMD Ryzen 7 7800X3D 8-Core Processor
Cores816
RAM15 GB31 GB
GPUCometLake-U GT2 [UHD Graphics]NVIDIA GeForce RTX 4090, Raphael
OSPop 24.04 LTScachyos rolling
Archx64x64
Power Modelow-powerperformance

Performance

qwen2.5-coder:1.5b slim-rpcache-ornit…
Tokens/sec21.852.3
First chunk499 ms11 ms
TTFT499 ms177 ms
Load time4.4 sN/A
Memory usage1.5 GB25.6 GB
Memory %10%84%

HW Fit Score Breakdown

qwen2.5-coder:1.5b

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

slim-rpcache-ornith-1.0…

Speed
50/50
TTFT
20/20
Memory
8/30

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

slim-rpcache-ornith-1.0…

Reasoning
16/20
Coding
16/20
Instruction
14/20
Structured
14/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Strong 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