codellama:7b

OLLAMA GGUF

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score

63 vs 66

Hardware Fit

97 vs 51

Quality Score

49 vs 73

Hardware

codellama:7b ornith-1.5-9b_hybr…

MachineMacBook AirMicro-Star International Co., Ltd. MS-7C37

CPUApple M4AMD Ryzen 9 3900X 12-Core Processor

Cores1024

RAM32 GB128 GB

GPUApple M4Intel(R) Arc(TM) Pro B70 Graphics

OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

codellama:7b ornith-1.5-9b_hybr…

Tokens/sec23.65.4

First chunkN/A39 ms

TTFT297 ms940 ms

Load time0.9 sN/A

Memory usage12.6 GB10.7 GB

Memory %39%8%

HW Fit Score Breakdown

codellama:7b

Speed

37/50

TTFT

30/20

Memory

30/30

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

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

ornith-1.5-9b_hybrid-im…

Reasoning

14/20

Coding

14/20

Instruction

11/20

Structured

15/15

Math

9/15

Multilingual

10/10

Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

View codellama:7b details | View ornith-1.5-9b_hybr… details

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