Ambee Competitors & Alternatives

Looking for the best Climate Risk Data provider for your business? Better play the field. Discover data-driven solutions for Air Safety Analysis, Climate Modeling, and Demand Forecasting. Find reviews for Ambee left by Datarade users, and compare Ambee’s data products and performance to the most popular competitors and alternatives. CustomWeather, Ambios Network, Meteosource Weather API, and The Climate Data Factory are the top competitors and alternatives to Ambee.

Top Competitors & Alternatives to Ambee

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CustomWeather

4.97 Reviews
Coverage
USA
UK
+247
E
E. B.
Dewey
5.0

Strong data coverage and quality. Ended up licensing hourly and daily weather data in the United States. Strong historical coverage. Team was easy to work with and moved quickly to deliver the data in the format we needed.

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Ambios Network

Coverage
USA
UK
+18
Ambios Network delivers hyper-local, real-time outdoor air quality data from a rapidly growing sensor network across the US and Europe. Backed by leading investors, our calibrated, high-resolution data powers smarter decisions for cities, researchers, and innovators.
3,000+
Sensors
100%
1st Party
20
Countries
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Meteosource Weather API

Coverage
USA
UK
+247
At an affordable price, you will receive accurate and reliable data that you can easily implement into your website or application. We also help you optimise weather-dependent activities.
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The Climate Data Factory

Coverage
USA
UK
+248
We help organisation integrate fit-for-purpose enhanced climate data in their projects, services, and applications, to better anticipate climate risks in the context of strategic or regulatory requirements by leveraging the latest developments in climate science.
1000's
Assets covered
100%
Compliant
17
Client's countries
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Weather Source

Coverage
USA
UK
+247
Weather Source’s mission is to make hyper-local weather and climate data accessible around the globe and across industries.
Grid
Globally Uniform
Schema
Statistically Consistent
Quality
Analytics-Grade Data
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Meteomatics

Coverage
USA
UK
+247
Meteomatics weather API delivers fast, direct, simple access to an extensive range of global weather and environmental data. A single API endpoint to access weather and earth data covering the globe, from weather forecasts, observations. Plus Web Feature Services and Web Map Services
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APISCRAPY

4.97 Reviews
Coverage
USA
UK
+248
V
Verified Buyer
5.0

APISCRAPY has been a game-changer for our real estate data scraping automation. The AI-driven platform effortlessly converts web data into a polished, ready-to-use API, providing us with accurate and comprehensive information in the required format/s. What truly sets APISCRAPY apart is their ability to stick to the deadlines and the support during the entire tenure of the project. From the initial discussion till the seamless integration, their expertise and responsiveness is highly appreciated. The user-friendly interface streamlined the entire process, enhancing our operational efficiency. APISCRAPY is undeniably a valuable partner for any business seeking a reliable and efficient web scraping solution.

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Caeli

Coverage
USA
UK
+247
Caeli provides near realtime high resolution satellite data that provides insight into the air quality worldwide. With our algorithms we're able to give insights in 100x100m. Our worldwide data provides insight into the values of gas in finely meshed areas and also shows local sources of pollution.
Validated
Powerful Satellites
100%
Worldwide Coverage
100x100m
High Resolution
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Marcus Weather

Coverage
USA
UK
+248
Global Weather and Satellite data streams for the offset of weather based risk in the global commodities industry

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Frequently asked questions about Ambee’s alternatives & competitors

What’s the competitive advantage of Ambee?

The Ambee Advantage: Where Nature Meets Data At Ambee, we understand that the atmosphere is not only dynamic but inherently biased and incomplete when observed from any single vantage point. Most environmental data providers stop at aggregation. We go significantly further, building a data infrastructure that is resilient, deeply validated, and intelligently constructed from the best available inputs. Purpose-built data architecture Ambee’s environmental data platform is grounded in the principle that no single data source is sufficient. Satellites miss local variation, ground stations are sparse, and models often fail to capture regional behavior or climate modalities. That’s why Ambee leverages and unifies all available sensor networks, including Ambee’s proprietary network , which are then augmented with satellites, radar, and various models, to create a suite of temporally and spatially complete global datasets. Strategic source selection at every level Ambee selects the best available source for each environmental parameter, tailored to both geography and signal type. For example, ECMWF, NOAA, and HRRR are prioritized for North America, ICON is used for German coverage, and CAMS provides optimal precision across Europe. This geographic specialization ensures regional accuracy without compromising global continuity. Most critically, Ambee optimizes source selection at the parameter level. Satellite systems that excel at detecting particulate matter are used specifically for PM2.5. Vegetation-aware indices that power our pollen data. Intelligent calibration and gap resolution Real-world data is incomplete by nature. Ambee’s pipeline is designed to identify, address, and resolve those gaps in real time. Missing values are filled using companion datasets and ground-based validations.. Raw satellite data is calibrated against the nearest ground station using dynamic models that adjust for local conditions, urban heat effects, land use, and seasonal variability. This continuous learning system allows our satellite-derived data to inherit the precision of station-based observation, even in regions with minimal infrastructure. The calibration model is updated hourly, ensuring that accuracy improves over time and adapts to changing conditions. Resilience and redundancy built in Our infrastructure is engineered for reliability. If a data source fails or degrades, our system automatically reroutes using secondary sources or trained fallback models. Cross-pollutant substitution and temporal interpolation ensure continuity, while final integrity checks at the pipeline level validate consistency before delivery. Built for enterprise performance Ambee’s platform is designed to meet the demands of enterprise-grade applications. Data is delivered via our linearly scalable API-ready formats, including JSON, CSV, and map tiles, or as flat files delivered via major cloud providers..

What are the best alternatives to Ambee?

CustomWeather, Ambios Network, Meteosource Weather API, The Climate Data Factory, Weather Source, Meteomatics, APISCRAPY, Caeli, Marcus Weather, and WeatherLogistics