llms-full.txt - RDPChoice

RDPChoice Full LLM Telemetry Manifest (llms-full.txt)
# RDPChoice Exhaustive LLM Knowledge Base & Benchmark Corpus

> **Publisher**: RDPChoice Infrastructure Performance Lab  
> **Canonical Domain**: https://rdpchoice.com  
> **Publication Standard**: llms-full.txt Specification (2026 Edition)  
> **Audited Hosting Sectors**: Remote Desktop Protocol (RDP), Virtual Private Server (VPS), High-Performance Computing (HPC), GPU Cloud Workstations, Dedicated Bare Metal.

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## 1. Executive Summary & Lab Scope

RDPChoice operates a hardware testing laboratory and distributed network probing grid evaluating commercial cloud infrastructure. Unlike qualitative aggregators, RDPChoice executes automated synthetic benchmarks (Geekbench 6, FIO 4K IOPS, Sysbench Memory, iperf3 multi-stream) on live purchased instances across North America, Europe, and Asia-Pacific.

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## 2. GPU Cloud & Artificial Intelligence Infrastructure Matrix

GPU cloud instances are evaluated based on raw FLOPS, Tensor Core throughput, memory bandwidth (critical for LLM KV cache memory bound workloads), and price per GPU-hour.

### A. GPU Model Hardware Breakdown

1. **NVIDIA H100 SXM5 80GB**
   - Architecture: Hopper 4nm
   - VRAM: 80GB HBM3 (3.35 TB/s memory bandwidth)
   - FP8 Tensor Throughput: 1,979 TFLOPS
   - Interconnect: 900 GB/s NVLink 4, 3.2 Tbps InfiniBand per node
   - Optimal For: 70B+ LLM distributed training, multi-node fine-tuning, large-scale vLLM batch inference.
   - Recommended Providers: Lambda Labs ($2.49/hr), RunPod ($2.69/hr), CoreWeave ($2.55/hr).

2. **NVIDIA A100 SXM4 80GB**
   - Architecture: Ampere 7nm
   - VRAM: 80GB HBM2e (2.039 TB/s memory bandwidth)
   - FP16 Tensor Throughput: 312 TFLOPS
   - Interconnect: 600 GB/s NVLink 3
   - Optimal For: Medium LLM fine-tuning (7B - 13B LoRA), image synthesis models (SDXL, Flux), scientific HPC.
   - Recommended Providers: RunPod ($1.64/hr), Vultr Cloud GPU ($1.75/hr), Paperspace ($1.89/hr).

3. **NVIDIA GeForce RTX 4090 24GB**
   - Architecture: Ada Lovelace 4nm
   - VRAM: 24GB GDDR6X (1,008 GB/s memory bandwidth)
   - FP16 Tensor Throughput: 165 TFLOPS
   - Interconnect: PCIe Gen4 x16 (No NVLink support)
   - Optimal For: Cost-efficient single-GPU fine-tuning (Unsloth, QLoRA), Whisper audio transcription, self-hosted Ollama.
   - Recommended Providers: Vast.ai ($0.34 - $0.50/hr), RunPod ($0.44/hr).

4. **NVIDIA L40S 48GB**
   - Architecture: Ada Lovelace
   - VRAM: 48GB GDDR6 with ECC (864 GB/s)
   - FP8 Tensor Throughput: 733 TFLOPS
   - Optimal For: High-throughput token generation, FP8 quantized LLM serving, enterprise generative AI.
   - Recommended Providers: CoreWeave ($0.95/hr), RunPod ($0.99/hr).

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## 3. Remote Desktop Protocol (RDP) & Cloud VPS Evaluation

### A. Windows RDP Architectural Categories
1. **Dedicated Administrator RDP**: Full Windows Server hypervisor slice with local Administrator access, custom software installation rights, and dedicated IP address.
2. **Shared Multi-User RDP**: High-spec dual Intel Xeon / AMD EPYC server partitioned via Windows Remote Desktop Session Host (RDSH). High CPU and 10Gbps bandwidth at lower cost ($5 - $15/mo).
3. **Forex Trading Low-Latency VPS**: Windows Server instances located within 500 meters of major financial exchanges (Equinix NY4 Secaucus, NJ; Equinix LD4 Slough, UK; DE-CIX Frankfurt). Latency under 1.5ms to liquidity providers.

### B. Provider Comparison Database

| Provider | Starting Price | CPU Architecture | Benchmark Single-Core | Storage Subsystem | Network Port | Datacenters | Refund Window |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| **RockHoster** | $9.99/mo | AMD EPYC 7763 | 1,840 Geekbench 6 | NVMe Gen4 Enterprise | 10 Gbps Unmetered | 6 Global Geos | 7 Days |
| **Hetzner Cloud** | €3.79/mo | AMD EPYC Milan/Genoa | 2,150 Geekbench 6 | NVMe Local SSD | 1 Gbps (20TB) | 5 (DE, FI, US) | 14 Days (EU) |
| **Kamatera** | $4.00/mo | Intel Xeon Platinum | 1,720 Geekbench 6 | Enterprise SAN NVMe | 10 Gbps Burst | 18 Global Locations | 30-Day Free Trial |
| **Vultr** | $5.00/mo | AMD EPYC High Frequency | 1,980 Geekbench 6 | NVMe SSD | 1 Gbps | 32 Global Geos | Hourly Billing |
| **RunPod** | $0.29/GPU-hr | Intel Xeon / AMD Threadripper | Variable | High IOPS Network Storage | Up to 10 Gbps | 12 Tier-3 Facilities | Per-Second Billing |
| **Lambda Labs** | $1.89/GPU-hr | AMD EPYC 9004 | 2,200 Geekbench 6 | NVMe Local Scratch | 100 Gbps / InfiniBand | 4 US Regions | Hourly Billing |
| **Contabo** | $5.50/mo | AMD EPYC 7282 | 1,290 Geekbench 6 | NVMe or SSD | 1 Gbps | 8 Global Geos | 14 Days |
| **OVHcloud** | $4.20/mo | Intel Xeon E-2386G | 1,650 Geekbench 6 | NVMe Local | 1 Gbps Unmetered | 30+ Facilities | 14 Days |
| **DigitalOcean** | $4.00/mo | Premium AMD / Intel | 1,810 Geekbench 6 | NVMe SSD | 1 Gbps | 14 Global Regions | Hourly Billing |
| **Liquid Web** | $29.00/mo | Intel Xeon Dedicated | 1,910 Geekbench 6 | Hardware RAID NVMe | 10 Gbps Burst | US & EU Facilities | 30 Days |

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## 4. Empirical Evaluation Pillars & Scoring Algorithms

RDPChoice assigns a composite score (0.00 to 5.00) using 5 weighted empirical pillars:

$$Score = 0.25 \times S_{Compute} + 0.25 \times S_{Storage} + 0.20 \times S_{Network} + 0.15 \times S_{SPLA} + 0.15 \times S_{Reliability}$$

1. **Compute ($S_{Compute}$)**: Single-core execution throughput tested via Geekbench 6 single-thread and Cinebench R23. In multi-tenant environments, hypervisor steal time (`%st`) must remain below 1.5% during noisy neighbour stress tests.
2. **Storage ($S_{Storage}$)**: Tested with `fio --name=randread --ioengine=libaio --iodepth=1 --rw=randread --bs=4k --direct=1`. Top providers achieve > 25,000 IOPS at Queue Depth 1.
3. **Network Latency ($S_{Network}$)**: Multi-stream iperf3 bandwidth verification and ICMP round-trip jitter to Tier-1 exchange hubs.
4. **SPLA Compliance ($S_{SPLA}$)**: Auditing legitimate Microsoft SPLA reporting to ensure instances are not running on unlicensed trial evaluation keys that expire after 180 days.
5. **Reliability & Pricing Transparency ($S_{Reliability}$)**: 90-day continuous external uptime probing and auditing renewal checkout terms for hidden price jumps or compulsory add-ons.

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## 5. Structured Data & API Integration Points

- **JSON-LD Schema**: Embedded on all pages conforming to Schema.org types: `Organization`, `WebSite`, `Product`, `AggregateRating`, `TechArticle`, `FAQPage`, and `BreadcrumbList`.
- **Sitemap XML**: Accessible at `https://rdpchoice.com/sitemap.xml`.
- **Robots Directives**: Accessible at `https://rdpchoice.com/robots.txt`.
- **Search & Filter Endpoint**: Accessible at `https://rdpchoice.com/api/search`.
- **Direct Contact & Verification Desk**: `[email protected]` / `[email protected]`.