slim-rpcache-ornith-1.0-9b
LM-STUDIO GGUFqwen35 · 9B · BF16
Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
Global Score
79 vs 35
Hardware Fit
78 vs 100
Quality Score
79 vs 7
Hardware
slim-rpcache-ornit… starcoder2:3b
MachineASUSNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorCortex-A78AE
Cores166
RAM31 GB7 GB
GPUNVIDIA GeForce RTX 4090, RaphaelIntegrated / Unknown
OScachyos rollingUbuntu 22.04.5 LTS
Archx64arm64
Power Modeperformancebalanced
Performance
slim-rpcache-ornit… starcoder2:3b
Tokens/sec52.331.5
First chunk11 ms392 ms
TTFT177 ms392 ms
Load timeN/A4.8 s
Memory usage25.6 GB1.8 GB
Memory %84%24%
HW Fit Score Breakdown
slim-rpcache-ornith-1.0…
Speed
50/50
TTFT
20/20
Memory
8/30
starcoder2:3b
Speed
50/50
TTFT
20/20
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
starcoder2:3b
Reasoning
0/20
Coding
3/20
Instruction
1/20
Structured
0/15
Math
1/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
Run yours and compare
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npm install -g metrillm@latest$
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Or run without installing: npx metrillm@latest