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qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX

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

Global Score
85 vs 74
Hardware Fit
100 vs 42
Quality Score
79 vs 87

Hardware

qwen2.5:7b qwen3-next:80b-a3b…
MachineMACHENIKE L16PDell Inc. PowerEdge R820
CPUIntel Gen Intel® Core™ i9-12900HXIntel Xeon® E5-4650 v2
Cores2480
RAM32 GB256 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUMicrosoft Basic Display Adapter
OSMicrosoft Windows 11 专业版 10.0.26300Microsoft Windows Server 2022 Datacenter 10.0.20348
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5:7b qwen3-next:80b-a3b…
Tokens/sec52.13.9
First chunk41 ms2089 ms
TTFT41 ms2.1 s
Load time2.1 s73.3 s
Memory usage4.4 GB46.9 GB
Memory %14%18%

HW Fit Score Breakdown

qwen2.5:7b

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

qwen3-next:80b-a3b-inst…

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

Quality

qwen2.5:7b

Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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

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