stablelm-2-zephyr-1.6b

LM-STUDIO GGUF

stablelm · 1.6B · Q4_K_M

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

35 vs 76

Hardware Fit

61 vs 51

Quality Score

24 vs 87

Hardware

stablelm-2-zephyr-… gemma-3-27b-it-qat

MachineLENOVO 20BUS00700Mac mini

CPUIntel Core™ i5-5300UApple M4 Pro

Cores414

RAM16 GB64 GB

GPUIntel(R) HD Graphics 5500Apple M4 Pro

OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 15.7.4

Archx64arm64

Power Modebalancedbalanced

Performance

stablelm-2-zephyr-… gemma-3-27b-it-qat

Tokens/sec6.58.9

First chunk3080 ms3976 ms

TTFT3.1 s4.0 s

Load timeN/AN/A

Memory usage1.0 GB15.7 GB

Memory %6%25%

HW Fit Score Breakdown

stablelm-2-zephyr-1.6b

Speed

23/50

TTFT

16/20

Memory

22/30

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

Quality

stablelm-2-zephyr-1.6b

Reasoning

2/20

Coding

2/20

Instruction

8/20

Structured

6/15

Math

2/15

Multilingual

4/10

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

gemma-3-27b-it-qat

Reasoning

16/20

Coding

18/20

Instruction

17/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View stablelm-2-zephyr-… details | View gemma-3-27b-it-qat 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