Back to leaderboard

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
66 vs 64
Hardware Fit
51 vs 69
Quality Score
73 vs 62

Hardware

ornith-1.5-9b_hybr… qwen3.5:4b
MachineMicro-Star International Co., Ltd. MS-7C37LENOVO 20U30029MB
CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Core™ i5-10210U
Cores248
RAM128 GB15 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsCometLake-U GT2 [UHD Graphics]
OSMicrosoft Windows 11 Pro 10.0.26200Pop 24.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

ornith-1.5-9b_hybr… qwen3.5:4b
Tokens/sec5.47.4
First chunk39 ms1815 ms
TTFT940 ms1.8 s
Load timeN/A10.9 s
Memory usage10.7 GB3.5 GB
Memory %8%23%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
Memory
30/30

qwen3.5:4b

Speed
19/50
TTFT
20/20
Memory
30/30

Quality

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

qwen3.5:4b

Reasoning
15/20
Coding
14/20
Instruction
6/20
Structured
12/15
Math
6/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Weak Multilingual: Strong
View ornith-1.5-9b_hybr… details | View qwen3.5:4b 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