Back to leaderboard

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

gemma4:26b-nvfp4

OLLAMA GGUF

nvfp4

Not Rec.

May 25, 2026 · Apple M4 Pro

Global Score
71 vs 85
Hardware Fit
56 vs 80
Quality Score
78 vs 87

Hardware

qwen3.5:9b gemma4:26b-nvfp4
MachineSystem manufacturerMacBook Pro
CPUAMD Ryzen 5 5500Apple M4 Pro
Cores1214
RAM16 GB48 GB
GPUNVIDIA GeForce RTX 3060Apple M4 Pro
OSMicrosoft Windows 11 IoT Enterprise LTSC 10.0.26100macOS 26.4.1
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3.5:9b gemma4:26b-nvfp4
Tokens/sec5.365.7
First chunk1624 ms233 ms
TTFT1.6 s30.0 s
Load time4.0 s5.0 s
Memory usage7.9 GB15.2 GB
Memory %50%32%

HW Fit Score Breakdown

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

gemma4:26b-nvfp4

Speed
50/50
TTFT
0/20
Memory
30/30

Quality

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

gemma4:26b-nvfp4

Reasoning
17/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate 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