Back to leaderboard

slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
79 vs 72
Hardware Fit
78 vs 89
Quality Score
79 vs 64

Hardware

slim-rpcache-ornit… qwen3-vl:8b
MachineASUSHP HP Z8 G4 Workstation
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Xeon® Gold 6230
Cores1680
RAM31 GB252 GB
GPUNVIDIA GeForce RTX 4090, RaphaelTU104GL [Quadro RTX 5000]
OScachyos rollingUbuntu 24.04.4 LTS
Archx64x64
Power Modeperformancelow-power

Performance

slim-rpcache-ornit… qwen3-vl:8b
Tokens/sec52.368.2
First chunk11 ms285 ms
TTFT177 ms2.0 s
Load timeN/A42.4 s
Memory usage25.6 GB7.1 GB
Memory %84%3%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed
50/50
TTFT
20/20
Memory
8/30

qwen3-vl:8b

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

Quality

slim-rpcache-ornith-1.0…

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

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
View slim-rpcache-ornit… details | View qwen3-vl:8b details

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