deepseek-coder:6.7b

OLLAMA GGUF

llama · 7B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

qwen3.6-35b-a3b-claude-4.7-opus-reasoning-distilled-apex

LM-STUDIO GGUF

qwen35moe · 35B

Excellent

Jul 5, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score

57 vs 84

Hardware Fit

98 vs 79

Quality Score

39 vs 86

Hardware

deepseek-coder:6.7b qwen3.6-35b-a3b-cl…

MachineMacBook AirASUS

CPUApple M4AMD Ryzen 7 7800X3D 8-Core Processor

Cores1016

RAM32 GB31 GB

GPUApple M4NVIDIA GeForce RTX 4090, Raphael

OSmacOS 26.3cachyos rolling

Archarm64x64

Power Modebalancedperformance

Performance

deepseek-coder:6.7b qwen3.6-35b-a3b-cl…

Tokens/sec24.1147.6

First chunkN/A3 ms

TTFT251 ms164 ms

Load time0.9 sN/A

Memory usage12.6 GB25.1 GB

Memory %39%82%

HW Fit Score Breakdown

deepseek-coder:6.7b

Speed

38/50

TTFT

30/20

Memory

30/30

qwen3.6-35b-a3b-claude-…

Speed

50/50

TTFT

20/20

Memory

9/30

Quality

deepseek-coder:6.7b

Reasoning

4/20

Coding

14/20

Instruction

9/20

Structured

6/15

Math

1/15

Multilingual

5/10

Reasoning: Poor Coding: Adequate Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Weak

qwen3.6-35b-a3b-claude-…

Reasoning

18/20

Coding

17/20

Instruction

14/20

Structured

14/15

Math

13/15

Multilingual

10/10

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

View deepseek-coder:6.7b details | View qwen3.6-35b-a3b-cl… 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