Back to leaderboard

Qwen3-Next-80B:80B

OLLAMA GGUF

qwen3next · 79.7B · unknown

Not Rec.

Aug 18, 2026 · Intel Core™ i7-14700F

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Good

Aug 24, 2026 · Intel Core™ Ultra X7 358H

Global Score
25 vs 78
Hardware Fit
71 vs 59
Quality Score
5 vs 86

Hardware

Qwen3-Next-80B:80B GPT-20B:20b
MachineHP OMEN 35L VALORANT Limited Edition Gaming Desktop PCGMKtec NucBox EVO-T2S
CPUIntel Core™ i7-14700FIntel Core™ Ultra X7 358H
Cores2816
RAM128 GB64 GB
GPUNVIDIA GeForce RTX 5080Intel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Enterprise 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Qwen3-Next-80B:80B GPT-20B:20b
Tokens/sec29.119.6
First chunk815 ms2068 ms
TTFT769 ms9.9 s
Load time56.9 s12.8 s
Memory usage61.7 GB12.9 GB
Memory %48%20%

HW Fit Score Breakdown

Qwen3-Next-80B:80B

Speed
29/50
TTFT
17/20
Memory
25/30

GPT-20B:20b

Speed
26/50
TTFT
3/20
Memory
30/30

Quality

Qwen3-Next-80B:80B

Reasoning
0/20
Coding
0/20
Instruction
5/20
Structured
0/15
Math
0/15
Multilingual
0/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor

GPT-20B:20b

Reasoning
18/20
Coding
18/20
Instruction
11/20
Structured
14/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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