yi-coder:9b

OLLAMA GGUF

llama · 8.8B · Q4_0

Good

Mar 6, 2026 · Apple M4

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

LM-STUDIO GGUF

qwen35moe · 35B

Not Rec.

Aug 19, 2026 · Apple M4 Max

Global Score

70 vs 88

Hardware Fit

89 vs 80

Quality Score

62 vs 92

Hardware

yi-coder:9b qwen3.6-35b-a3b-cl…

MachineMacBook AirMacBook Pro

CPUApple M4Apple M4 Max

Cores1016

RAM32 GB128 GB

GPUApple M4Apple M4 Max

OSmacOS 26.3macOS 26.5.2

Archarm64arm64

Power Modebalancedbalanced

Performance

yi-coder:9b qwen3.6-35b-a3b-cl…

Tokens/sec19.476.7

First chunk287 ms29 ms

TTFT287 ms30.0 s

Load time0.7 sN/A

Memory usage9.6 GB23.9 GB

Memory %30%19%

HW Fit Score Breakdown

yi-coder:9b

Speed

39/50

TTFT

20/20

Memory

30/30

qwen3.6-35b-a3b-claude-…

Speed

50/50

TTFT

0/20

Memory

30/30

Quality

yi-coder:9b

Reasoning

12/20

Coding

16/20

Instruction

13/20

Structured

7/15

Math

7/15

Multilingual

7/10

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

qwen3.6-35b-a3b-claude-…

Reasoning

19/20

Coding

18/20

Instruction

17/20

Structured

14/15

Math

14/15

Multilingual

10/10

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

View yi-coder:9b 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