Back to leaderboard

gemma3:1b

OLLAMA GGUF

gemma3 · 999.89M · Q4_K_M

Good

Feb 28, 2026 · Apple M4

qwen3.6-27b-mtp

LM-STUDIO GGUF

qwen35 · 27B · Q5_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
68 vs 89
Hardware Fit
98 vs 85
Quality Score
55 vs 91

Hardware

gemma3:1b qwen3.6-27b-mtp
MachineMacBook AirASUS
CPUApple M4AMD Ryzen 7 7800X3D 8-Core Processor
Cores1016
RAM32 GB31 GB
GPUApple M4NVIDIA GeForce RTX 4090, Raphael
OSmacOS 26.3cachyos rolling
Archarm64x64
Power Modeunknownperformance

Performance

gemma3:1b qwen3.6-27b-mtp
Tokens/sec39.574.9
First chunkN/A3 ms
TTFT333 ms235 ms
Load time1.6 sN/A
Memory usage1.3 GB21.5 GB
Memory %4%70%

HW Fit Score Breakdown

gemma3:1b

Speed
40/50
TTFT
30/20
Memory
28/30

qwen3.6-27b-mtp

Speed
50/50
TTFT
20/20
Memory
15/30

Quality

gemma3:1b

Reasoning
6/20
Coding
13/20
Instruction
15/20
Structured
12/15
Math
1/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong

qwen3.6-27b-mtp

Reasoning
18/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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