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qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

hf.co/ornith-ai/Ornith-1.0-9B-GGUF:Q4_K_M

OLLAMA GGUF

qwen35 · 8.95B · unknown

Good

Aug 26, 2026 · Apple M1 Pro

Global Score
68 vs 61
Hardware Fit
59 vs 95
Quality Score
72 vs 46

Hardware

qwen2.5-coder:7b hf.co/ornith-ai/Or…
MachineASUSMacBook Pro
CPUIntel Gen Intel® Core™ i7-13700KApple M1 Pro
Cores2410
RAM64 GB16 GB
GPUNVIDIA GeForce RTX 3070Apple M1 Pro
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.6.2
Archx64arm64
Power Modeunknownbalanced

Performance

qwen2.5-coder:7b hf.co/ornith-ai/Or…
Tokens/sec34.422.2
First chunk1991 ms352 ms
TTFT2.0 s352 ms
Load time40.6 s2.9 s
Memory usage5.0 GB6.9 GB
Memory %8%43%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed
38/50
TTFT
12/20
Memory
9/30

hf.co/ornith-ai/Ornith-…

Speed
48/50
TTFT
20/20
Memory
27/30

Quality

qwen2.5-coder:7b

Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

hf.co/ornith-ai/Ornith-…

Reasoning
15/20
Coding
14/20
Instruction
3/20
Structured
1/15
Math
13/15
Multilingual
0/10
Reasoning: Strong Coding: Adequate Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor

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