AI Server Intelligence Database

Five Deliverables. One Annual License. Full AI Infrastructure Intelligence.

As AI adoption accelerates, organizations face a growing challenge: which servers should they buy, deploy, benchmark, or recommend? The AI Server Intelligence Database by Servers.computer provides structured data, specifications, benchmarking insights, availability tracking, and market intelligence across the global AI server ecosystem.

Annual License · Full Access
$9,500/ year

One-year license to the complete AI Server Intelligence Database — report, CSV datasets, JSON exports, API access, knowledge graph, and monthly intelligence updates.

License Now via PayPal →
[01] What You Receive

Five deliverables. One license. Immediate value.

01PDF
AI Server Intelligence Report 2026

Executive summary, vendor rankings, infrastructure trends, training & inference benchmarks, procurement outlook, pricing trends, and datacenter deployment analysis.

50–100 pages
02CSV / JSON
AI Server Intelligence Database

Structured server profiles with specifications, performance data, pricing history, and availability tracking across the global AI server ecosystem.

1,000+ records
03CSV / JSON
AI Infrastructure Knowledge Graph

Hundreds of thousands of relationships connecting semiconductors, GPUs, servers, racks, datacenters, cloud infrastructure, and AI workloads.

500K+ relationships
04REST API
API Access

Programmatic access to server intelligence, benchmarks, pricing, and knowledge graph for applications, procurement platforms, and AI agents.

9 endpoints
05Data Feed
Monthly Intelligence Updates

Fresh benchmark records, pricing updates, availability changes, vendor tracking, and lifecycle status delivered every month.

Monthly cadence
[02] Download Details

Every dataset, documented and structured.

Download 1 — AI Server Intelligence Report
PDF50–100 pages

Executive summary through datacenter deployment analysis in a single comprehensive document.

  • ·Global AI server market overview
  • ·Vendor rankings
  • ·AI infrastructure trends
  • ·Training benchmarks
  • ·Inference benchmarks
  • ·Procurement outlook
  • ·Pricing trends
  • ·Datacenter deployment analysis
Download 2 — Servers.csv
CSV1,000+ records

Core server profiles with full specifications and deployment metadata.

  • ·server_id — unique identifier
  • ·manufacturer — vendor
  • ·server_model — model
  • ·form_factor — 1U / 2U / 4U
  • ·cpu_model — CPU
  • ·cpu_cores — core count
  • ·gpu_type — GPU
  • ·gpu_count — quantity
  • ·gpu_memory — memory per GPU
  • ·system_ram — RAM
  • ·storage — storage config
  • ·networking — network options
  • ·power_draw — watts
  • ·cooling_type — cooling method
  • ·rack_density — density
  • ·launch_date — release date
  • ·lifecycle_status — active / EOL
Download 3 — Benchmarks.csv
CSV10,000+ records

Performance datapoints linking servers to real-world workload results.

  • ·benchmark_id — unique identifier
  • ·server_id — linked server
  • ·workload — workload type
  • ·model — model tested
  • ·tokens_per_second — throughput
  • ·latency — response time
  • ·throughput — overall throughput
  • ·performance_per_watt — efficiency
  • ·benchmark_date — test date
Download 4 — Pricing.csv
CSVMonthly updates

Historical and current pricing data with availability and lead times.

  • ·pricing_id — unique identifier
  • ·server_id — linked server
  • ·region — geographic market
  • ·date — price date
  • ·estimated_price — price point
  • ·availability — stock status
  • ·lead_time_days — fulfillment time
Download 5 — KnowledgeGraph.csv
CSVHundreds of thousands of relationships

Relationship mapping across the full AI infrastructure stack.

  • ·Source — entity A
  • ·Relationship — connection type
  • ·Target — entity B
[03] API Product

Programmatic access to the full intelligence layer.

Endpoints
  • GET /servers
  • GET /servers/{id}
  • GET /benchmarks
  • GET /pricing
  • GET /knowledge-graph
  • GET /manufacturers
  • GET /gpu-platforms
  • GET /top-servers
  • GET /recommendations
Example Response
{
  "server": "HGX B300",
  "manufacturer": "Supermicro",
  "gpu_count": 8,
  "gpu_memory": "288GB",
  "workload": "LLM Training",
  "ai_score": 96
}
[04] Member Portal

Instant access after PayPal payment.

License Activation

After completing payment at PayPal, customers receive a one-time access code to unlock the member portal at servers.computer/license.

AI-SERVER-8XJ4-2026
Portal Unlocks
  • ·Intelligence Report PDF
  • ·CSV Downloads
  • ·JSON Downloads
  • ·API Key
  • ·Monthly Updates