solar:10.7b

OLLAMA GGUF

llama · 11B · Q4_0

Good

Mar 2, 2026 · Apple M4

starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score

63 vs 39

Hardware Fit

87 vs 100

Quality Score

52 vs 13

Hardware

solar:10.7b starcoder2:3b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

solar:10.7b starcoder2:3b

Tokens/sec15.849.4

First chunkN/AN/A

TTFT353 ms155 ms

Load time0.4 s0.4 s

Memory usage6.6 GB3.0 GB

Memory %21%9%

HW Fit Score Breakdown

solar:10.7b

Speed

27/50

TTFT

30/20

Memory

30/30

starcoder2:3b

Speed

40/50

TTFT

30/20

Memory

30/30

Quality

solar:10.7b

Reasoning

8/20

Coding

8/20

Instruction

11/20

Structured

14/15

Math

4/15

Multilingual

7/10

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

starcoder2:3b

Reasoning

0/20

Coding

2/20

Instruction

5/20

Structured

2/15

Math

2/15

Multilingual

2/10

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

View solar:10.7b details | View starcoder2:3b 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