phi:2.7b

OLLAMA GGUF

phi2 · 3B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

deepseek-r1:1.5b

OLLAMA GGUF

qwen2 · 1.8B · Q4_K_M

Good

Jun 26, 2026 · Cortex-A78AE

Global Score

59 vs 60

Hardware Fit

100 vs 90

Quality Score

41 vs 47

Hardware

phi:2.7b deepseek-r1:1.5b

MachineMacBook AirNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super

CPUApple M4Cortex-A78AE

Cores106

RAM32 GB7 GB

GPUApple M4Integrated / Unknown

OSmacOS 26.3Ubuntu 22.04.5 LTS

Archarm64arm64

Power Modebalancedbalanced

Performance

phi:2.7b deepseek-r1:1.5b

Tokens/sec56.634.6

First chunkN/A5314 ms

TTFT110 ms5.3 s

Load time0.4 s5.1 s

Memory usage2.2 GB1.1 GB

Memory %7%15%

HW Fit Score Breakdown

phi:2.7b

Speed

40/50

TTFT

30/20

Memory

30/30

deepseek-r1:1.5b

Speed

50/50

TTFT

10/20

Memory

30/30

Quality

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

deepseek-r1:1.5b

Reasoning

11/20

Coding

6/20

Instruction

7/20

Structured

4/15

Math

14/15

Multilingual

5/10

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

View phi:2.7b details | View deepseek-r1:1.5b details

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$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest