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codellama:7b

OLLAMA GGUF

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

nvidia/nemotron-3-nano-omni

LM-STUDIO GGUF

nemotron_h_moe · 30B · Q4_K_M

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
63 vs 80
Hardware Fit
97 vs 81
Quality Score
49 vs 80

Hardware

codellama:7b nvidia/nemotron-3-…
MachineMacBook AirMicro-Star International Co., Ltd. MS-7E51
CPUApple M4AMD Ryzen 7 9700X 8-Core Processor
Cores1016
RAM32 GB31 GB
GPUApple M4NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

codellama:7b nvidia/nemotron-3-…
Tokens/sec23.655.4
First chunkN/A32 ms
TTFT297 ms336 ms
Load time0.9 sN/A
Memory usage12.6 GB24.3 GB
Memory %39%78%

HW Fit Score Breakdown

codellama:7b

Speed
37/50
TTFT
30/20
Memory
30/30

nvidia/nemotron-3-nano-…

Speed
50/50
TTFT
20/20
Memory
11/30

Quality

codellama:7b

Reasoning
6/20
Coding
7/20
Instruction
12/20
Structured
13/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

nvidia/nemotron-3-nano-…

Reasoning
15/20
Coding
17/20
Instruction
17/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong 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