codellama:7b
OLLAMA GGUFllama · 7B · Q4_0
Mar 1, 2026 · Apple M4
Qwen3.8-27B-Opus-Distill-IQ3_XXS:latest
OLLAMA GGUFqwen35 · 27.3B · IQ3_XXS
Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
63 vs 73
Hardware Fit
97 vs 98
Quality Score
49 vs 62
Hardware
codellama:7b Qwen3.8-27B-Opus-D…
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 Qwen3.8-27B-Opus-D…
Tokens/sec23.661.4
First chunkN/A381 ms
TTFT297 ms381 ms
Load time0.9 s0.2 s
Memory usage12.6 GB12.2 GB
Memory %39%39%
HW Fit Score Breakdown
codellama:7b
Speed
37/50
TTFT
30/20
Memory
30/30
Qwen3.8-27B-Opus-Distil…
Speed
50/50
TTFT
20/20
Memory
28/30
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
Qwen3.8-27B-Opus-Distil…
Reasoning
17/20
Coding
18/20
Instruction
8/20
Structured
0/15
Math
13/15
Multilingual
6/10
Reasoning: Strong Coding: Strong Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Adequate
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest