Back to leaderboard

laguna-xs-2.1

OLLAMA GGUF
Excellent

Aug 1, 2026 · AMD RYZEN AI MAX+ 395

qwen3.5-9b-64k:latest

OLLAMA GGUF

qwen35 · 9.0B · Q4_K_M

Good

Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H

Global Score
84 vs 75
Hardware Fit
100 vs 68
Quality Score
77 vs 78

Hardware

laguna-xs-2.1 qwen3.5-9b-64k:lat…
MachineAZW GTR ProMicro-Star International Co., Ltd. Stealth GS77 12UH
CPUAMD RYZEN AI MAX+ 395Intel Gen Intel® Core™ i9-12900H
Cores3220
RAM125 GB32 GB
GPURadeon 8060SIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPU
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

laguna-xs-2.1 qwen3.5-9b-64k:lat…
Tokens/sec65.912.6
First chunk281 ms586 ms
TTFT281 ms586 ms
Load time9.9 s15.0 s
Memory usage30.1 GB8.1 GB
Memory %24%26%

HW Fit Score Breakdown

laguna-xs-2.1

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

qwen3.5-9b-64k:latest

Speed
18/50
TTFT
20/20
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

qwen3.5-9b-64k:latest

Reasoning
14/20
Coding
15/20
Instruction
14/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View laguna-xs-2.1 details | View qwen3.5-9b-64k:lat… 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