yi-coder:9b

OLLAMA GGUF

llama · 8.8B · Q4_0

Good

Mar 6, 2026 · Apple M4

phi:2.7b

OLLAMA GGUF

phi2 · 3B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

Global Score

70 vs 59

Hardware Fit

89 vs 100

Quality Score

62 vs 41

Hardware

yi-coder:9b phi:2.7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

yi-coder:9b phi:2.7b

Tokens/sec19.456.6

First chunk287 msN/A

TTFT287 ms110 ms

Load time0.7 s0.4 s

Memory usage9.6 GB2.2 GB

Memory %30%7%

HW Fit Score Breakdown

yi-coder:9b

Speed

39/50

TTFT

20/20

Memory

30/30

phi:2.7b

Speed

40/50

TTFT

30/20

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

phi:2.7b

Reasoning

7/20

Coding

4/20

Instruction

9/20

Structured

11/15

Math

8/15

Multilingual

2/10

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

View yi-coder:9b details | View phi:2.7b 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