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

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

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

Global Score
74 vs 86
Hardware Fit
42 vs 78
Quality Score
87 vs 89

Hardware

qwen3-next:80b-a3b… Kimi-48B:48B
MachineDell Inc. PowerEdge R820GMKtec NucBox EVO-T2S
CPUIntel Xeon® E5-4650 v2Intel Core™ Ultra X7 358H
Cores8016
RAM256 GB64 GB
GPUMicrosoft Basic Display AdapterIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3-next:80b-a3b… Kimi-48B:48B
Tokens/sec3.923.1
First chunk2089 ms752 ms
TTFT2.1 s752 ms
Load time73.3 s22.2 s
Memory usage46.9 GB25.5 GB
Memory %18%40%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

Speed
3/50
TTFT
9/20
Memory
30/30

Kimi-48B:48B

Speed
31/50
TTFT
20/20
Memory
27/30

Quality

qwen3-next:80b-a3b-inst…

Reasoning
18/20
Coding
19/20
Instruction
12/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

Kimi-48B:48B

Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
13/15
Multilingual
9/10
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