yi-coder:9b

OLLAMA GGUF

llama · 8.8B · Q4_0

Good

Mar 6, 2026 · Apple M4

gemma4:26b

OLLAMA GGUF

gemma4 · 25.8B · Q4_K_M

Not Rec.

Apr 3, 2026 · Apple M4

Global Score

70 vs 33

Hardware Fit

89 vs 50

Quality Score

62 vs 25

Hardware

yi-coder:9b gemma4:26b

MachineMacBook AirMac mini

CPUApple M4Apple M4

Cores1010

RAM32 GB24 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

yi-coder:9b gemma4:26b

Tokens/sec19.420.0

First chunk287 ms941 ms

TTFT287 ms30.0 s

Load time0.7 s0.2 s

Memory usage9.6 GB20.3 GB

Memory %30%85%

HW Fit Score Breakdown

yi-coder:9b

Speed

39/50

TTFT

20/20

Memory

30/30

gemma4:26b

Speed

42/50

TTFT

0/20

Memory

8/30

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

gemma4:26b

Reasoning

14/20

Coding

1/20

Instruction

6/20

Structured

3/15

Math

0/15

Multilingual

1/10

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

View yi-coder:9b details | View gemma4:26b 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