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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

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
68 vs 81
Hardware Fit
59 vs 100
Quality Score
72 vs 73

Hardware

qwen2.5-coder:7b gemma3n:latest
MachineASUSSupermicro AS -2015HS-TNR
CPUIntel Gen Intel® Core™ i7-13700KAMD EPYC 9654P 96-Core Processor
Cores2464
RAM64 GB128 GB
GPUNVIDIA GeForce RTX 3070GH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.3 LTS
Archx64x64
Power Modeunknownperformance

Performance

qwen2.5-coder:7b gemma3n:latest
Tokens/sec34.4108.7
First chunk1991 ms333 ms
TTFT2.0 s333 ms
Load time40.6 s4.5 s
Memory usage5.0 GB8.6 GB
Memory %8%7%

HW Fit Score Breakdown

qwen2.5-coder:7b

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

gemma3n:latest

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

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

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate 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