Neural Lab
Experimental inference testing on consumer hardware. Validating the edge of local intelligence.
Active Lab Fleet
Neon Futurebenchmarking
GPU: NVIDIA RTX 5070 (12GB)
VRAM: 12GB GDDR7
CPU: Intel Core Ultra 5
RAM: 96GB DDR5
"Next-gen efficiency testing. DLSS 4.0 validation."
Silicon Maxbenchmarking
GPU: Apple M4 Max
VRAM: Shared
CPU: M4 Max
RAM: 64GB Unified
"High-performance mobile inference. 64GB UMA limit testing."
The Veteranonline
GPU: NVIDIA GTX 1080
VRAM: 8GB GDDR5X
CPU: Intel Core i7-8700K
RAM: 64GB DDR4
"Testing older architecture efficiency and quantized small models."
Mobile Commandonline
GPU: NVIDIA RTX 4050 Laptop (6GB)
VRAM: 6GB GDDR6
CPU: AMD Ryzen 5 7535
RAM: 16GB DDR5
"Entry-level laptop inference testing. Hybrid GPU mode."
Compact Strikeronline
GPU: NVIDIA RTX 4060 Laptop (8GB)
VRAM: 8GB GDDR6
CPU: Intel Core i7-13620H
RAM: 32GB DDR5
"Mid-range laptop inference. Hybrid GPU mode leaves VRAM fully available."
Silicon Minionline
GPU: Apple M4 (10-core)
VRAM: Shared
CPU: M4
RAM: 16GB Unified
"Unified memory architecture testing. CoreML optimizations."
Xenon Interceptoronline
GPU: NVIDIA RTX 5060 Laptop
VRAM: 8GB GDDR6
CPU: Intel Core Ultra 9 275HX
RAM: 32GB DDR5
"High-refresh inference. AlienFX enabled."
G15 Workhorseonline
GPU: NVIDIA RTX 4060 Laptop
VRAM: 8GB GDDR6
CPU: Intel Core i7-13650HX
RAM: 16GB DDR5
"Standard gaming laptop baseline. Validation unit."
Latest In-House Benchmarks
| Date | Rig | Model | Quantization | Performance |
|---|---|---|---|---|
| 2026-02-15 | Neon Future | Gemma-3-4.3B | Q4_K_M | 141.8 t/s |
| 2026-02-15 | Neon Future | Gemma-3-4.3B (32k Context) | Q4_K_M | 122.7 t/s |
| 2026-02-15 | Neon Future | Gemma-3-4.3B (64k Context) | Q4_K_M | 109.5 t/s |
| 2026-02-11 | Silicon Mini | Llama-3.1-8B | Default (Q4) | 21.4 t/s |
| 2026-02-10 | Xenon Interceptor | Llama-3.1-8B | Q4_K_M | 36.6 t/s |
| 2026-02-08 | Xenon Interceptor | Llama-3.1-8B | Q4_K_M | 38.0 t/s |
| 2026-02-04 | Xenon Interceptor | Llama-3.1-8B | Q4_K_M | 36.3 t/s |
| 2026-02-04 | Xenon Interceptor | Qwen-2.5-Coder-7B | Q4_K_M | 45.8 t/s |
| 2026-02-04 | Xenon Interceptor | DeepSeek-R1-8B | Q4_K_M | 38.3 t/s |
| 2026-02-01 | The Veteran | Gemma-3-4.3B | Q4_K_M | 46.3 t/s |
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