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qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

codestral:latest

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
72 vs 76
Hardware Fit
89 vs 91
Quality Score
64 vs 69

Hardware

qwen3-vl:8b codestral:latest
MachineHP HP Z8 G4 WorkstationGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUIntel Xeon® Gold 6230Intel Core™ i5-14400F
Cores8016
RAM252 GB32 GB
GPUTU104GL [Quadro RTX 5000]NVIDIA GeForce RTX 5060 Ti
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3-vl:8b codestral:latest
Tokens/sec68.227.4
First chunk285 ms86 ms
TTFT2.0 s86 ms
Load time42.4 s7.2 s
Memory usage7.1 GB12.6 GB
Memory %3%40%

HW Fit Score Breakdown

qwen3-vl:8b

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

codestral:latest

Speed
43/50
TTFT
20/20
Memory
28/30

Quality

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

codestral:latest

Reasoning
11/20
Coding
17/20
Instruction
11/20
Structured
13/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate 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