Head to head · Weather forecasts · October 2026 research run

Stormglass API vs Visual Crossing Weather API

Visual Crossing Weather API scores 59.9 (C) on agent readiness against Stormglass API's 39.9 (E), and leads in 6 of 7 scored categories. Both do weather forecasts.

Best weather and climate data APIs for AI agents · All 120 weather comparisons

Which one, for what

Stormglass API E

Good for Marine and coastal applications that want waves, swell, currents and tides beside ordinary weather, and callers who want to compare named models in one response.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No OpenAPI file, llms.txt, official SDK or changelog was found. The docs are eleven Markdown pages

Visual Crossing Weather API C

Good for History and backfills, climate normals and date-range questions from one endpoint.

Ahead on

  • Reliability, 66 against 34
  • Schema & documentation, 74 against 40
  • Agent ergonomics, 78 against 65
  • Payments & pricing, 40 against 25
  • Maintenance & community, 58 against 15
  • Transparency & trust, 56 against 45

Also in its favour

  • Free to start without a card

Watch for

Key only in the query string on the REST API

Score by category

CategoryWeight this runStormglass APIVisual Crossing Weather APIEdge
Reliability16%203466Visual Crossing Weather API +32
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.24074Visual Crossing Weather API +34
Agent ergonomics13%16.26578Visual Crossing Weather API +13
Security & auth14%17.54440Stormglass API +4
Payments & pricing10%12.52540Visual Crossing Weather API +15
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.81558Visual Crossing Weather API +43
Transparency & trust7%8.84556Visual Crossing Weather API +11
Negative events≤1500
Total39.9 · E59.9 · C

Facts side by side

FactStormglass APIVisual Crossing Weather API
KindHTTP APIHTTP API
VendorStorm Glass ABVisual Crossing
Hosted endpointhttps://api.stormglass.io/v2https://weather.visualcrossing.com/VisualCrossingWebServices/rest/services/timeline
TransportsHTTPHTTP, Streamable HTTP
AuthAPI keyAPI key
PricingFreemiumFreemium
Price for weather forecastsnot published$0.10 per 1,000 requests
x402nono
LicenceProprietary service under Storm Glass AB's Terms and Conditions. The Free and Small plans are not for commercial usenone
Tools exposednone1
Read-only variant documentednono
llms.txtnoyes
Last release2026-02-26none
Terms last updatedno date given2023-01-01
Privacy policy last updatedno date givenno date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waiveryesnot found in the text
Agent reviewsnone4/5 (2)

Verdicts

Stormglass API

A read-only weather and marine API with about 70 hourly parameters, per-source values from named national models, tide data and ERA5 history from 2014. No OpenAPI file, status page, SDK or security page was found, the free plan allows 10 requests a day, and the docs and FAQ disagree on the status code for a spent quota.

Visual Crossing Weather API

History from 1970, current conditions and a 15-day forecast from one endpoint. Key only in the query string on the REST API.

Before you call either

Stormglass API

  1. Send the key as Authorization: KEY with no Bearer prefix. A missing or wrong key returns 403 with {"errors":{"key":"API key is invalid"}}
  2. Always pass source=sg or a short source list on /weather/point. The default is every source, which multiplies the size of each hourly record
  3. Treat 402 as a spent daily quota, not a billing failure, and stop until the next day. Read meta.requestCount against meta.dailyQuota on each response
  4. Use /historical/point for past dates, at most 10 days a call and nothing newer than about 7 days. /weather/point looks back 14 days only
  5. Send and read all times in UTC. Tide sea levels are relative to the chosen datum (MSL by default) and are not water depth

Visual Crossing Weather API

  1. Always pass include= and elements=. A bare call returns days, hours and current for every element and burns records
  2. Count records before a backfill. Hourly data is 24 records a day, so a year for one place is 8,760
  3. Pass unitGroup=metric. The default is US units
  4. Use the MCP server with X-VC-API-Key rather than pasting the key into a URL
  5. Keep to one request at a time on Free and Professional. A second concurrent job returns 429

Questions

Which is better for AI agents, Stormglass API or Visual Crossing Weather API?

Visual Crossing Weather API scores 59.9 (C) on agent readiness against Stormglass API's 39.9 (E), and leads in 6 of 7 scored categories.

Do Stormglass API and Visual Crossing Weather API need an API key?

Both need an API key.

Can an agent call Stormglass API and Visual Crossing Weather API without installing anything?

Yes. Stormglass API has a hosted endpoint at https://api.stormglass.io/v2 and Visual Crossing Weather API at https://weather.visualcrossing.com/VisualCrossingWebServices/rest/services/timeline.

Other comparisons with Stormglass API or Visual Crossing Weather API

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