ornith-1.5-9b_hybrid-imatrix
LM-STUDIO GGUFqwen35 · F16
Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor
devstral:24b
OLLAMA GGUFllama · 23.6B · Q4_K_M
Sep 15, 2026 · Intel Core™ i5-14400F
Global Score
66 vs 80
Hardware Fit
51 vs 79
Quality Score
73 vs 80
Hardware
ornith-1.5-9b_hybr… devstral:24b
MachineMicro-Star International Co., Ltd. MS-7C37Gigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Core™ i5-14400F
Cores2416
RAM128 GB32 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsNVIDIA GeForce RTX 5060 Ti
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
ornith-1.5-9b_hybr… devstral:24b
Tokens/sec5.420.2
First chunk39 ms137 ms
TTFT940 ms137 ms
Load timeN/A9.6 s
Memory usage10.7 GB14.2 GB
Memory %8%45%
HW Fit Score Breakdown
ornith-1.5-9b_hybrid-im…
Speed
5/50
TTFT
16/20
Memory
30/30
devstral:24b
Speed
33/50
TTFT
20/20
Memory
26/30
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
devstral:24b
Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
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