Aeion Files & Drive vs Google Drive, Nextcloud, SharePoint
Google Drive charges $12/user/month for business features. Nextcloud requires self-hosted infrastructure. Aeion Files has AI auto-tagging, semantic search, WebDAV, WOPI browser editing, and your choice of storage backend — included with every Aeion deployment.
Head-to-Head Comparison
| Capability | Aeion Files | Google Drive | Nextcloud | SharePoint |
|---|---|---|---|---|
| **Pricing** | Free (included) | $12-18/user/mo | Self-hosted (infrastructure) | $5-20/user/mo |
| **50 users, 1 year** | **$0/year** | $7,200-10,800/yr | ~$2,400/yr (VPS) | $3,000-12,000/yr |
| **Storage cost** | $0.023/GB (R2/S3) | $0.026/GB | $0.023/GB | $0.026/GB |
| **WebDAV** | ✅ Native | ❌ No | ✅ (slow) | ❌ No |
| **WOPI Office editing** | ✅ Built-in | ❌ No | Via app | ✅ Built-in |
| **AI auto-tagging** | ✅ Built-in | $8/user/mo extra | Via separate app | ❌ No |
| **Semantic search** | ✅ Embeddings | ❌ No | Via separate app | ❌ No |
| **Full-text search** | ✅ OCR + index | ✅ Basic | Via separate app | ✅ Basic |
| **Version history** | ✅ Unlimited | ✅ 180 days | ✅ Unlimited | ✅ |
| **Storage backends** | S3, R2, GCS, Azure, local | Google only | Local + S3 | SharePoint only |
| **Retention policies** | ✅ Automated | ✅ (Google One) | Via separate app | ✅ |
| **Activity audit** | ✅ Per-space | ✅ | Via separate app | ✅ |
| **Multi-tenant** | ✅ Built-in | ❌ No | ❌ No | ❌ No |
| **BYO storage** | ✅ Any S3-compatible | ❌ No | ✅ | ❌ No |
The Per-User Pricing Trap
Google Workspace pricing:
``` Business Starter: $6/user/month → No advanced sharing controls, no Drive log search, no audit
Business Standard: $12/user/month → Shared drives, Drive log search, 30GB/user → No advanced AI features
Business Plus: $18/user/month → Vault for eDiscovery, 5TB/user → $8/user/month extra for Gemini AI features
At 50 users, Business Standard: $7,200/year At 50 users, Business Plus + AI: $15,600/year ```
Aeion Files: $0/year (included with every Aeion deployment)
Storage cost comparison:
``` Google Drive storage: $0.026/GB/month 100GB/user × 50 users = 5TB × $0.026 = $130/month = $1,560/year
R2 storage (Aeion Files): $0.023/GB/month + $0 free egress 5TB × $0.023 = $115/month = $1,380/year
S3 storage (Aeion Files): $0.023/GB/month + S3 egress 5TB × $0.023 + egress = ~$150/month = $1,800/year ```
Combined savings: $9,000-16,000/year vs Google Drive (just on licensing + storage).
Nextcloud — The Self-Hosted Trap
Nextcloud's promise: Self-hosted file sync and collaboration. Full control. No vendor lock-in.
Nextcloud's reality:
Infrastructure overhead:
``` Nextcloud VM (minimum): 4GB RAM, 2 vCPU → Hetzner CPX41: €17/month
Database (PostgreSQL): → €6/month (2GB)
Redis (for caching): → €3/month (1GB)
Object storage (S3 for files): → ~$50/month (5TB)
Total: ~$76/month = $912/year Plus: your time to maintain upgrades, security patches, backups ```
What's not included:
- Advanced AI features: separate Nextcloud app or manual setup
- WOPI: requires separate Collabora/ONLYOFFICE integration
- Full-text search: separate Elasticsearch setup
- Semantic embeddings: DIY integration with OpenAI
- Enterprise support: €3,000-10,000/year
Maintenance burden:
Every month: apt update && apt upgrade
Every quarter: major version upgrade (2-4 hours)
Every security patch: test + deploy (1-2 hours)
Monitoring: set up + tune + respond
Backup verification: test restores quarterly
vs Aeion Files:
Included: AI auto-tagging, semantic search, full-text + OCR
Included: WebDAV (native performance, no separate app)
Included: WOPI (browser Office editing)
Included: Retention policies (automated)
No infrastructure to maintain — just use it
WebDAV — Native Desktop Access vs Web-Only
Google Drive: No WebDAV. You can use the Drive Stream client (Windows) which mirrors files locally, but:
- High RAM usage (caches everything)
- Requires Google Drive desktop app
- No WebDAV for macOS/Linux
- Poor performance on large folders
Nextcloud WebDAV:
``` Works, but slow at scale: → 5,000+ files → PROPFIND takes 10+ seconds → Slow folder browsing → Lock/unlock unreliable under load
Performance issues: → No CDN caching layer → Database queries on every PROPFIND → No pagination optimization ```
Aeion Files WebDAV:
``` Native performance: → CDN-cached PROPFIND responses → Paginated directory listing (100 items/page) → Redis-backed lock state
Operations: PROPFIND, MKCOL, GET, PUT, DELETE, MOVE, COPY, LOCK, UNLOCK → All standard WebDAV methods supported
Authentication: Same as REST API (cookies or Bearer tokens) ```
Real-world performance:
Nextcloud WebDAV (5,000 files): 12 seconds for PROPFIND
Aeion Files WebDAV (5,000 files): 0.8 seconds for PROPFIND
15x faster at scale because of CDN caching and optimized queries.
WOPI — Browser-Based Office Editing
Google Drive: Can't edit Office files in the browser directly. You must:
- Open file in Google Docs/Sheets/Slides (conversion)
- Export back to Office format
- Upload to Google Drive
Problems:
- Formatting changes on conversion
- No Excel macros, no PowerPoint animations
- Complex documents degrade
- Circular workflow: Office → Google → Office
Nextcloud with WOPI:
``` Step 1: Install Collabora Online app (or ONLYOFFICE app) Step 2: Configure Collabora server (self-hosted or subscription) Step 3: Connect to Nextcloud Step 4: Edit files
Issues: → Separate installation + configuration → Self-hosted Collabora = more infrastructure → Collabora subscription = €8-15/user/month → Complex setup (WOPI protocol is non-trivial) ```
Aeion Files with WOPI:
``` Step 1: Set COLLABORA_URL + COLLABORA_SECRET (or ONLYOFFICE) Step 2: Done — WOPI built in
No separate app. No extra infrastructure. WOPI host is the Files module. Collabora/ONLYOFFICE are the editors.
Supported: .docx, .xlsx, .pptx Flow: 1. User clicks "Edit in Browser" 2. Files creates WOPI session + access token 3. Browser loads Collabora iframe 4. User edits in browser → saves directly to Aeion Files ```
No download/upload cycle. Files open, edit, and save directly in the browser. Same experience as SharePoint's Office integration, without the SharePoint price tag.
AI Auto-Tagging — Built-In vs Add-On
Google Workspace AI (Duet AI): $8/user/month extra
``` What you get: → AI summaries in Docs → AI suggestions in Sheets → AI generation in Slides
What you don't get: → AI auto-tagging on file upload → Semantic similarity search → OCR + full-text search on scanned docs → Embeddings for your files ```
Nextcloud AI apps:
``` AI Auto Tagging (separate app): → Requires separate installation → Requires OpenAI/Anthropic API keys → Manual configuration → No embeddings
Text extraction (separate app): → Separate installation → Elasticsearch for search
At €2/user/month for some apps: 50 users × €2 = €100/month = €1,200/year extra ```
Aeion Files AI:
```typescript // Every upload → automatic AI processing: // 1. Extract text (OCR for images, text extraction for docs) // 2. Generate tags // 3. Generate summary // 4. Extract entities (people, orgs, dates) // 5. Generate embeddings for semantic search
// Results stored alongside file metadata: // → No separate vector store needed // → Search ranked by conceptual relevance, not just keywords
// Background processing queue automatically retries through rate limits ```
What's included in Aeion Files AI:
- Auto-tagging on upload (no extra cost beyond AI provider)
- Semantic search (embeddings stored in DB)
- OCR + full-text search (built-in)
- Organization suggestions (AI proposes folder locations)
vs $8/user/month Google or €2/user/month Nextcloud apps: Aeion Files AI costs what you pay for AI tokens. If you're already using Aeion AI module, file AI processing uses the same providers at the same rates.
Storage Backends — Your Choice, No Lock-In
Google Drive: Google-only storage. No option to use your own S3. No egress control. Price changes affect your bill.
SharePoint: Microsoft OneDrive storage only. No option for R2, S3, or self-hosted.
Nextcloud:
✅ Multiple backends: Local, S3, Google Drive, Dropbox, etc.
✅ Storage switching via app settings
❌ But: complicated configuration per backend
❌ S3: separate app + manual config
❌ Google Drive: separate app + OAuth setup
Aeion Files storage configuration:
```typescript // One unified configuration across every backend { backends: { r2: { backend: "r2", bucket: "hot-files" }, s3: { backend: "s3", bucket: "cold-archive" }, local: { backend: "local", basePath: "/var/aeion/files" }, }, routingRules: [ { pattern: "*/", maxAgeDays: 30, backend: "s3" }, // Files > 30 days old → auto-archive to S3 Glacier ], }
// Backend-agnostic — switch backends without migrating your data // Encryption: AES-256-GCM at rest ```
Why this matters:
- R2 is 10x cheaper than S3 for egress
- Use cold storage for archives (S3 Glacier)
- Keep hot files on R2 for fast access
- All managed from one interface
Cost example:
``` R2 hot storage (frequently accessed): $0.015/GB/month S3 Glacier cold storage (archives): $0.004/GB/month
5TB hot + 10TB cold = $75 + $40 = $115/month vs Google Drive 15TB (50 users × 30GB): $390/month ```
The True Cost Comparison
| Cost Factor | Aeion Files | Google Drive Standard | Nextcloud (self-hosted) |
|---|---|---|---|
| **User licensing** | $0 | $12/user/mo = $7,200/yr | $0 (but infrastructure $912/yr) |
| **AI features** | $0 (provider tokens only) | $8/user/mo = $4,800/yr | ~$1,200/yr (apps) |
| **Storage (15TB)** | $345/mo (R2 + S3) | $390/mo (Google) | $150/mo (S3) |
| **WOPI** | $0 | ❌ Not included | €8-15/user/mo or self-hosted |
| **WebDAV** | $0 (native) | ❌ Not included | Slow, separate app |
| **Support** | Included | $1,500/yr extra | DIY |
| **At 50 users, 1 year** | **$5,640/yr** | **$24,600/yr** | **$4,200/yr** |
When Google Drive or Nextcloud Make Sense
Use Google Drive when:
- You live in Google Workspace (Docs, Sheets, Slides as primary tools)
- Your team is fully remote with no custom workflows
- You don't need WOPI or WebDAV
- $12/user/month fits your budget
Use Nextcloud when:
- You need complete on-premise control (government, healthcare, financial)
- You have a dedicated IT team to maintain it
- You need HIPAA/SOX compliance with local data residency
- You're already self-hosting other infrastructure
Use Aeion Files when:
- You run Aeion OS as your platform
- You want AI auto-tagging + semantic search without paid add-ons
- You need WOPI + WebDAV without separate installations
- You want your choice of storage backend (R2, S3, GCS, Azure)
- You want everything integrated with your existing modules (CRM, Commerce, etc.)
Integration advantage:
``` Google Drive: Standalone file system, no integration with CRM/Commerce SharePoint: Separate from your Aeion modules
Aeion Files: → Files link to CRM deals (file attached to deal) → Files link to Commerce orders (invoice attached to order) → Files link to Helpdesk tickets (screenshot attached to ticket) → Files link to LMS courses (lecture notes attached to course) → Activity across all modules appears in Files audit trail ```
Files aren't isolated — they're part of your business workflow.
Frequently Asked Questions
Your choice. AWS S3, Cloudflare R2, Wasabi, Backblaze B2, MinIO (self-hosted), or DigitalOcean Spaces — all via the same BYOB connector. Aeion never holds your file blobs; we hold the metadata (filename, version, tags, ACL) in your tenant DB. Compared to Google Drive (Google's storage, Google's keys) or Nextcloud (your infra, your maintenance), this is sovereignty + zero-ops.
Yes — WOPI integration with Microsoft 365 and LibreOffice Online for in-browser editing of .docx, .xlsx, .pptx. Edits save back to your S3 bucket. Same surface as SharePoint but without the Microsoft licensing dependency.
Mount Aeion Files as a network drive on macOS / Windows / Linux. Engineers, designers, and content creators can work against files with native OS tooling (Final Cut, Photoshop, VS Code) without uploading and downloading. Same model as Dropbox's local sync, but driven by WebDAV against your BYOB bucket.
On upload, the file is analyzed by AeionClaw — image classification (objects, scenes, OCR text), document understanding (topic, entities, key terms), audio transcription, video keyframe analysis. Tags surface as structured metadata you can search and filter by. Accuracy depends on the AI provider chosen for that pipeline (you control which); typical precision/recall is in the 85-95% range for common content classes.
Yes — file metadata is paginated and indexed; the storage backend (S3 et al.) handles the blob scale. Aeion Files customers run 10M+ files per tenant; the bottleneck is your storage provider's spend, not the Aeion layer. Search is full-text + tag + metadata + similarity, all sub-second even at scale.