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rafw007/qwen3.8-27b-redteam:latest

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Marginal

Oct 2, 2026 · Cortex-X925

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
59 vs 72
Hardware Fit
62 vs 89
Quality Score
58 vs 64

Hardware

rafw007/qwen3.8-27… qwen3-vl:8b
MachineNVIDIA NVIDIA_DGX_SparkHP HP Z8 G4 Workstation
CPUCortex-X925Intel Xeon® Gold 6230
Cores2080
RAM122 GB252 GB
GPUDevice 2e12TU104GL [Quadro RTX 5000]
OSUbuntu 24.04.5 LTSUbuntu 24.04.4 LTS
Archarm64x64
Power Modeperformancelow-power

Performance

rafw007/qwen3.8-27… qwen3-vl:8b
Tokens/sec12.968.2
First chunk442 ms285 ms
TTFT442 ms2.0 s
Load time6.8 s42.4 s
Memory usage19.3 GB7.1 GB
Memory %16%3%

HW Fit Score Breakdown

rafw007/qwen3.8-27b-red…

Speed
12/50
TTFT
20/20
Memory
30/30

qwen3-vl:8b

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

Quality

rafw007/qwen3.8-27b-red…

Reasoning
18/20
Coding
15/20
Instruction
7/20
Structured
1/15
Math
14/15
Multilingual
3/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Weak

qwen3-vl:8b

Reasoning
16/20
Coding
3/20
Instruction
10/20
Structured
11/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate 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