☁️ Cloud & AI Service Mapper¶
Status: 💡 Idea Priority: 📌 Important (Tier 1) Category: 🛠️ Free Tool / 🎬 Content Created: 2026-04-11 Part of: Free Tools Section Planned URL: aguidetocloud.com/service-mapper/
The Problem¶
"What's the Azure equivalent of AWS S3?" and "How does Azure OpenAI compare to Anthropic API?" — two of the most commonly searched questions in cloud and AI. Microsoft has a static docs page but no interactive tool. For AI platforms, there's nothing at all.
The Solution¶
A two-in-one interactive comparison tool with two tabs:
Tab 1: ☁️ Cloud Service Mapper (Azure ↔ AWS ↔ GCP)¶
Interactive 3-column comparison table. Search by service name or capability. Filter by category (Compute, Storage, AI/ML, Database, Networking, Security, DevOps, Analytics, IoT, etc.).
| Azure | AWS | GCP |
|---|---|---|
| Azure VMs | EC2 | Compute Engine |
| Azure Blob Storage | S3 | Cloud Storage |
| Azure SQL | RDS | Cloud SQL |
| Azure OpenAI | Bedrock | Vertex AI |
| ... | ... | ... |
Tab 2: 🤖 AI Platform Mapper (Azure AI ↔ OpenAI ↔ Anthropic ↔ Google ↔ xAI ↔ Meta)¶
Compare AI platforms side-by-side:
| Capability | Azure AI Foundry | OpenAI API | Anthropic API | Google AI | xAI (Grok) | Meta (Llama) |
|---|---|---|---|---|---|---|
| Chat models | GPT-4o, Claude | GPT-4o | Claude 3.5/4 | Gemini | Grok | Llama 3.3 |
| Embedding | text-embedding-3 | text-embedding-3 | — | text-embedding | — | — |
| Image gen | DALL-E 3 | DALL-E 3 | — | Imagen 3 | Aurora | — |
| Agent framework | Copilot Studio / Foundry | Assistants API | — | Agent Space | — | — |
| Enterprise features | Data residency, RBAC, DLP | Team workspace | — | Vertex AI | — | — |
Key Features¶
- Search by service name OR capability — "I need object storage" → shows all 3 cloud options
- Category filtering — Compute, Storage, AI, Database, etc.
- Quick descriptions — one-liner per service explaining what it does
- Pricing links — deep links to official pricing pages
- Mobile-friendly — responsive card layout on small screens
- Data-driven — TOML data files (same pattern as Licensing Simplifier)
- 100% client-side — zero cost
Why This Is Gold¶
- Evergreen SEO — people search "Azure vs AWS services" and "OpenAI vs Anthropic" constantly
- Unique AI comparison — nobody has an interactive AI platform mapper
- Great for presales — show customers how Azure compares during workshops
- Content loop — Tool → blog post → YouTube video comparing platforms
- Ties to your audience — IT admins evaluating cloud + AI platforms
Tech Stack¶
- Hugo template + TOML data files + client-side JS
- Two data files:
data/cloud_services.toml+data/ai_platforms.toml - CSS: own accent colour (suggest sky blue
#0EA5E9) - Estimated effort: 1-2 sessions
Data Sources¶
- Microsoft Learn — Azure vs AWS services
- Google Cloud — Compare AWS/Azure to GCP
- Official pricing pages for each platform
- Official AI API documentation for each provider
Say "build the Cloud Service Mapper" to start building.