starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
Ornith-1.5-35B-A3B-NVFP4-Q5K-mtp:latest
OLLAMA GGUFqwen35moe · 35.5B · NVFP4
Aug 23, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
35 vs 82
Hardware Fit
100 vs 81
Quality Score
7 vs 82
Hardware
starcoder2:3b Ornith-1.5-35B-A3B…
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMicro-Star International Co., Ltd. MS-7E51
CPUCortex-A78AEAMD Ryzen 7 9700X 8-Core Processor
Cores616
RAM7 GB31 GB
GPUIntegrated / UnknownNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSUbuntu 22.04.5 LTSMicrosoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
starcoder2:3b Ornith-1.5-35B-A3B…
Tokens/sec31.567.9
First chunk392 ms216 ms
TTFT392 ms216 ms
Load time4.8 s12.6 s
Memory usage1.8 GB24.1 GB
Memory %24%78%
HW Fit Score Breakdown
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
Ornith-1.5-35B-A3B-NVFP…
Speed
50/50
TTFT
20/20
Memory
11/30
Quality
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
Ornith-1.5-35B-A3B-NVFP…
Reasoning
14/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest