Picterra vs Raptor Maps: Complete Comparison (2026)
An in-depth comparison of Picterra and Raptor Maps to help you choose the right tool for your business.
Last updated: November 2026
Picterra
6.3/10
Swiss GeoAI platform for training no-code deep learning detectors on satellite, aerial, and drone imagery, used for infrastructure inspection, land monitoring, and supply chain compliance.
Raptor Maps
5.8/10
Raptor Maps is solar asset management software that turns drone, robotic and sensor inspection data into a map-based digital twin for solar owners, O&M providers and EPCs.
Feature-by-Feature Comparison
| Feature | | |
|---|---|---|
| Scores | ||
| Overall Rating | 6.3/10 | 5.8/10 |
| Analytics | 7/10 | 8/10 |
| Cost | 4/10 | 4/10 |
| Customization | 8/10 | 5/10 |
| Ease of Use | 7/10 | 6/10 |
| Integration | 7/10 | 6/10 |
| Scalability | 8/10 | 8/10 |
| Security | 4/10 | 5/10 |
| Support | 5/10 | 6/10 |
| Pricing | ||
| Free plan | No | No |
| Cheapest paid plan | Contact for pricing | Contact for pricing |
| Estimated cost for 10 users | Contact for pricing | Contact for pricing |
| Features | ||
| GIS and Mapping | ||
| Drone Inspection | ||
| Inspection Automation | ||
| Offline Field App | Not listed | |
| Digital Twin | Not listed | |
| SCADA and IoT Integration | Not listed | |
| Inspection Checklists | Not listed | |
| Asset Registry | Not listed | |
Which One Should You Choose?
Why choose Picterra
- Higher Customization score (8/10 vs 5/10)
- Higher Ease of Use score (7/10 vs 6/10)
Why choose Raptor Maps
- Higher Analytics score (8/10 vs 7/10)
- Higher Security score (5/10 vs 4/10)
- Better fit for energy companies (9/10 vs 6/10)
Pros & Cons
Picterra
Pros
- Users with no machine learning background can train custom detectors by annotating imagery in the browser.
- Accepts many imagery types: satellite, aerial, drone, multispectral, thermal, SAR, and height maps.
- Works with ArcGIS Pro and ArcGIS Image servers, has REST and Python APIs, and supports FME automation for scheduled detection runs.
- Auto-scaling cloud processing supports analysis across large areas, up to country scale.
- Results can be shared by link with people who do not have a Picterra account.
Cons
- No public pricing; the product is sold through sales and custom quotes.
- Recent marketing focuses on agriculture and EUDR compliance, so infrastructure inspection gets less product attention.
- No work orders, asset registry, sensor monitoring, or offline field app.
- Very few independent user reviews and no public security certifications.
- An aggregator notes that results depend heavily on the quality of the input imagery.
Raptor Maps
Pros
- Built only for solar, so defect detection and reporting are tailored to PV modules and balance-of-system equipment.
- Solar Sentry autonomous drones can launch missions from SCADA alerts or after storms without anyone travelling to the site.
- The mobile app works offline, which helps technicians at remote solar sites with poor signal.
- An OAuth-based API exposes farms, inspections and anomalies for use in other systems.
- Well funded, with a $35M Series C in late 2024 from Maverix and existing investors.
Cons
- No public pricing; every purchase goes through a demo and sales.
- Limited to solar PV and unsuitable for other asset types.
- Almost no independent user reviews on G2 or SourceForge.
- No published security certifications such as SOC 2 were found.
Not sold on either?
Air Inspection Automation (AiA)Our product
Plans DJI drone inspection missions for power line towers from LiDAR scans: it finds the towers, places photo stops, checks clearance, and splits the route into battery flights.
Made by the team behind b stack radar. Shown here because it fits this topic. It is not part of our rankings. How we rank tools
Frequently Asked Questions
Picterra scores higher on our AI Software criteria: 6.3/10 against 5.8/10 for Raptor Maps. The largest gap is in Customization: 8/10 for Picterra and 5/10 for Raptor Maps.
No, neither Picterra nor Raptor Maps lists a free plan.
Raptor Maps is the better fit for energy companies: we rate it 9/10 for them, against 6/10 for Picterra.
