Back to leaderboard

qwen3.5:122b-a10b

OLLAMA GGUF

qwen35moe · 125.1B · Q4_K_M

Excellent

Mar 12, 2026 · AMD RYZEN AI MAX+ 395

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score
80 vs 90
Hardware Fit
52 vs 79
Quality Score
92 vs 94

Hardware

qwen3.5:122b-a10b GPT-20B:20b
MachineAZW GTR ProHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD RYZEN AI MAX+ 395AMD Ryzen 9 9955HX3D 16-Core Processor
Cores3232
RAM125 GB31 GB
GPURadeon 8060SAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

qwen3.5:122b-a10b GPT-20B:20b
Tokens/sec19.136.6
First chunk467 ms722 ms
TTFT467 ms4.7 s
Load time30.0 s0.3 s
Memory usage89.3 GB13.1 GB
Memory %72%42%

HW Fit Score Breakdown

qwen3.5:122b-a10b

Speed
18/50
TTFT
20/20
Memory
14/30

GPT-20B:20b

Speed
46/50
TTFT
6/20
Memory
27/30

Quality

qwen3.5:122b-a10b

Reasoning
19/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

GPT-20B:20b

Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View qwen3.5:122b-a10b details | View GPT-20B:20b 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