ornith-1.5-9b_hybrid-imatrix
LM-STUDIO GGUFqwen35 · F16
Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor
gpt-oss:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Jul 3, 2026 · AMD RYZEN AI MAX+ 395
Global Score
66 vs 94
Hardware Fit
51 vs 91
Quality Score
73 vs 95
Hardware
ornith-1.5-9b_hybr… gpt-oss:20b
MachineMicro-Star International Co., Ltd. MS-7C37Framework Desktop (AMD Ryzen AI Max 300 Series)
CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD RYZEN AI MAX+ 395
Cores2432
RAM128 GB64 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsAMD Radeon(TM) 8060S Graphics
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro for Workstations 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
ornith-1.5-9b_hybr… gpt-oss:20b
Tokens/sec5.448.0
First chunk39 ms357 ms
TTFT940 ms2.3 s
Load timeN/A0.2 s
Memory usage10.7 GB16.4 GB
Memory %8%26%
HW Fit Score Breakdown
ornith-1.5-9b_hybrid-im…
Speed
5/50
TTFT
16/20
Memory
30/30
gpt-oss:20b
Speed
50/50
TTFT
11/20
Memory
30/30
Quality
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
gpt-oss:20b
Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
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