Realie vs Restb.ai
A side-by-side comparison of Realie and Restb.ai, two Real Estate tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
At a glance
| Attribute | Realie | Restb.ai |
|---|---|---|
| Category | Real Estate | Real Estate |
| Pricing (differs) | FREEMIUM | PAID |
| License | Proprietary | Proprietary |
| Deployment | Cloud | Cloud |
| Platforms (differs) | API, Web | API |
| Model support | — | — |
| Vendor (differs) | Realie | Restb.ai |
| Capabilities (differs) |
|
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The honest brief
Realie
Undercuts incumbent property-data APIs that start near $350/mo — a free tier and paid plans from $50/mo, with sub-10ms lookups and bulk S3 delivery.
- Free tier available
- 3,100+ counties across all 50 states
- AVM and comparables included
- MCP access from Claude, Cursor, VS Code
- US-only coverage
- Newer and smaller than legacy data vendors
- Public-record data can lag county updates
Restb.ai
Purpose-built computer vision for real estate imagery — room, feature, condition, and architectural-style detection — rather than generic image tagging.
- Reads millions of listing photos daily
- Turns photos into structured property data
- Used by AVMs, iBuyers, MLSs, and insurers
- Image captioning for SEO and accessibility
- Enterprise, contact-sales pricing
- API-only — no end-user app
- Accuracy varies with photo quality
When to pick which
Both cover Property data API.
Pick Realie if you need MCP server and Property valuation.
- MCP server (secondary capability)
- Property valuation (secondary capability)
Pick Restb.ai if you need Image classification and Object detection.
- Image classification (primary capability)
- Object detection (primary capability)
Realie leans on Property data API as a headline capability; Restb.ai treats it as secondary.
- Property data API (primary capability)
They also differ on:
- Pricing
- FREEMIUM · PAID
- Platforms
- API, Web · API