Back to leaderboard

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

mistral:latest

OLLAMA GGUF

llama · 7.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

Global Score
72 vs 73
Hardware Fit
89 vs 100
Quality Score
64 vs 62

Hardware

qwen3-vl:8b mistral:latest
MachineHP HP Z8 G4 WorkstationMicro-Star International Co., Ltd. MS-7B79
CPUIntel Xeon® Gold 6230AMD Ryzen 5 2600X Six-Core Processor
Cores8012
RAM252 GB16 GB
GPUTU104GL [Quadro RTX 5000]NVIDIA GeForce GTX 1080
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Famille 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3-vl:8b mistral:latest
Tokens/sec68.231.7
First chunk285 ms102 ms
TTFT2.0 s102 ms
Load time42.4 s14.3 s
Memory usage7.1 GB4.8 GB
Memory %3%30%

HW Fit Score Breakdown

qwen3-vl:8b

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

mistral:latest

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

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

mistral:latest

Reasoning
8/20
Coding
13/20
Instruction
16/20
Structured
12/15
Math
5/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate 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