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qwen3-next:80b-a3b-instruct-q4_K_M

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Good

Aug 18, 2026 · Intel Xeon® E5-2637 v3

nemotron-3.5-lightning:latest

OLLAMA GGUF

nemotron_h_moe · 32.9B · Q4_K_M

Not Rec.

Aug 17, 2026 · Cortex-X925

Global Score
78 vs 87
Hardware Fit
51 vs 80
Quality Score
89 vs 90

Hardware

qwen3-next:80b-a3b… nemotron-3.5-light…
MachineDell Inc. Precision Tower 7910ASUSTeK COMPUTER INC. GX10
CPUIntel Xeon® E5-2637 v3Cortex-X925
Cores1620
RAM96 GB122 GB
GPUNVIDIA GeForce RTX 3090, NVIDIA GeForce RTX 3060Device 2e12
OSMicrosoft Windows 10 Pro 10.0.19045Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen3-next:80b-a3b… nemotron-3.5-light…
Tokens/sec8.784.1
First chunk1251 ms371 ms
TTFT1.3 s30.0 s
Load time61.6 s0.3 s
Memory usage48.3 GB24.9 GB
Memory %50%20%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

Speed
9/50
TTFT
17/20
Memory
25/30

nemotron-3.5-lightning:…

Speed
50/50
TTFT
0/20
Memory
30/30

Quality

qwen3-next:80b-a3b-inst…

Reasoning
18/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

nemotron-3.5-lightning:…

Reasoning
19/20
Coding
17/20
Instruction
17/20
Structured
13/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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