starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
ornith-1.5-9b_hybrid-imatrix
LM-STUDIO GGUFqwen35 · F16
Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor
Global Score
35 vs 66
Hardware Fit
100 vs 51
Quality Score
7 vs 73
Hardware
starcoder2:3b ornith-1.5-9b_hybr…
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMicro-Star International Co., Ltd. MS-7C37
CPUCortex-A78AEAMD Ryzen 9 3900X 12-Core Processor
Cores624
RAM7 GB128 GB
GPUIntegrated / UnknownIntel(R) Arc(TM) Pro B70 Graphics
OSUbuntu 22.04.5 LTSMicrosoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
starcoder2:3b ornith-1.5-9b_hybr…
Tokens/sec31.55.4
First chunk392 ms39 ms
TTFT392 ms940 ms
Load time4.8 sN/A
Memory usage1.8 GB10.7 GB
Memory %24%8%
HW Fit Score Breakdown
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
ornith-1.5-9b_hybrid-im…
Speed
5/50
TTFT
16/20
Memory
30/30
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-1.5-9b_hybrid-im…
Reasoning
14/20
Coding
14/20
Instruction
11/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
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npm install -g metrillm@latest$
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Or run without installing: npx metrillm@latest