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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

devstral-small-2-24b-instruct-2512

LM-STUDIO GGUF

mistral3 · 24B · IQ4_XS

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
74 vs 81
Hardware Fit
42 vs 80
Quality Score
87 vs 81

Hardware

qwen3-next:80b-a3b… devstral-small-2-2…
MachineDell Inc. PowerEdge R820System manufacturer
CPUIntel Xeon® E5-4650 v2AMD Ryzen 7 5800X 8-Core Processor
Cores8016
RAM256 GB31 GB
GPUMicrosoft Basic Display AdapterNavi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 26.04.1 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3-next:80b-a3b… devstral-small-2-2…
Tokens/sec3.921.5
First chunk2089 ms12 ms
TTFT2.1 s212 ms
Load time73.3 sN/A
Memory usage46.9 GB15.9 GB
Memory %18%51%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

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

devstral-small-2-24b-in…

Speed
35/50
TTFT
20/20
Memory
25/30

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

devstral-small-2-24b-in…

Reasoning
16/20
Coding
17/20
Instruction
17/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak 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