Places & local
Geospatial data benchmark
GIS layers, boundaries and geographic datasets. Every geospatial data provider in Alexandria, compared on quality, speed and cost from real agent calls, so your agent can pick the right one.
- Providers
- 6
- 1 with enough calls to rank
- Calls
- 453
- Last 24 hours
- Top quality
- 96.2%
- ArcGIS public GIS layers
- Fastest
- 6.2 s
- ArcGIS public GIS layers
Leaderboard
Ranked by quality on geospatial data tools only, not each provider as a whole.
| # | Provider | Quality | Speed | Cost | Calls |
|---|---|---|---|---|---|
| 1 | 96.2% | 6.2 s | 5 credits | 453 |
Fewer than 20 calls to rank yet: OpenAddresses per-source runs, USDOT National Address Database (NAD), Element 84 Earth Search (Sentinel-2 L2A), Montana State Library MSDI framework layers, FEMA / ORNL USA Structures.
Tools in this benchmark
The endpoints agents call for geospatial data, busiest first.
| Tool | Provider | Quality | Speed | Calls |
|---|---|---|---|---|
| Query layer | ArcGIS public GIS layers | 95.7% | 10.1 s | 255 |
| Search datasets | ArcGIS public GIS layers | 98.3% | 531 ms | 117 |
| Describe layer | ArcGIS public GIS layers | 95.1% | 2.0 s | 81 |
How we measure
- Quality
- Calls answered without a tool error, on this use case's tools.
- Speed
- P95 latency: 95% of successful calls finish faster.
- Cost
- Firecrawl credits per call, from the catalogue.
Measured over last 24 hours of calls through Alexandria by every user. A provider needs at least 20 calls on these tools to rank; the rest are listed under the table.
More Places & local benchmarks
See every use case on the benchmarks and rankings pages.