Back to leaderboard

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
71 vs 66
Hardware Fit
56 vs 51
Quality Score
78 vs 73

Hardware

qwen3.5:9b ornith-1.5-9b_hybr…
MachineSystem manufacturerMicro-Star International Co., Ltd. MS-7C37
CPUAMD Ryzen 5 5500AMD Ryzen 9 3900X 12-Core Processor
Cores1224
RAM16 GB128 GB
GPUNVIDIA GeForce RTX 3060Intel(R) Arc(TM) Pro B70 Graphics
OSMicrosoft Windows 11 IoT Enterprise LTSC 10.0.26100Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3.5:9b ornith-1.5-9b_hybr…
Tokens/sec5.35.4
First chunk1624 ms39 ms
TTFT1.6 s940 ms
Load time4.0 sN/A
Memory usage7.9 GB10.7 GB
Memory %50%8%

HW Fit Score Breakdown

qwen3.5:9b

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

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
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

ornith-1.5-9b_hybrid-im…

Reasoning
14/20
Coding
14/20
Instruction
11/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate 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