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laguna-xs-2.1

OLLAMA GGUF
Excellent

Aug 1, 2026 · AMD RYZEN AI MAX+ 395

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
84 vs 66
Hardware Fit
100 vs 51
Quality Score
77 vs 73

Hardware

laguna-xs-2.1 ornith-1.5-9b_hybr…
MachineAZW GTR ProMicro-Star International Co., Ltd. MS-7C37
CPUAMD RYZEN AI MAX+ 395AMD Ryzen 9 3900X 12-Core Processor
Cores3224
RAM125 GB128 GB
GPURadeon 8060SIntel(R) Arc(TM) Pro B70 Graphics
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

laguna-xs-2.1 ornith-1.5-9b_hybr…
Tokens/sec65.95.4
First chunk281 ms39 ms
TTFT281 ms940 ms
Load time9.9 sN/A
Memory usage30.1 GB10.7 GB
Memory %24%8%

HW Fit Score Breakdown

laguna-xs-2.1

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

ornith-1.5-9b_hybrid-im…

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

Quality

laguna-xs-2.1

Reasoning
8/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
11/15
Multilingual
10/10
Reasoning: Weak Coding: Strong Instruction Following: Strong 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
View laguna-xs-2.1 details | View ornith-1.5-9b_hybr… 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