Best Real Estate Analytics Software (2026): Top 10 Compared

HouseCanary is a US residential data and analytics company. Its Property Explorer valuation and comp tool reconciles public records, comparable sales and property condition into an automated valuation for more than 122 million properties. HouseCanary states that it measures the base AVM against MLS listing and purchase benchmarks every two days.

Property Explorer shows images of the subject property and candidate comps, compares AVM to after-repair value, tests several valuation methods and produces shareable value reports. Image recognition rates condition from recent photos, and a Value by 6 Conditions view prices the property at every grade from C1 to C6. Neighbourhood heatmaps and comp grids support comparative market analyses for agents.

Beyond single properties, the plan comparison lists Market Insights, a buy-box property search called Acquisition Explorer, Portfolio Monitoring, HPI and RPI data, MSA and ZIP analytics and nationwide bulk price and rental forecasts. CanaryAI, a generative assistant, is included on every plan. Teams adds SSO, SOC 2 reports on request and monitoring for 50 properties.

PropStream is a nationwide residential property data platform used by investors, wholesalers and agents. Its plan comparison lists more than 160 million public records covering on- and off-market properties, combined with MLS records and private data sources.

Property records show ownership, characteristics, sales history, MLS details, mortgage information, liens, foreclosure status and tax information. More than 165 search filters narrow a market by property details, ownership, liens, MLS status and pre-foreclosure. A heat map visualises market trends and property values, and a demographics layer shows population and income data by neighbourhood.

For analysis, the Run Comps tool selects comparables from public records and MLS data and generates a PDF report, and an automated valuation model estimates value. Calculators cover rental ROI, fix and flip, rehab costs, ADUs and buy-and-hold cash flow. An AI search converts plain-language requests into filtered searches, and an Intelligence Assistant answers questions about a property, including ARV and comps.

Plans differ mainly by monthly saves and exports, from 25,000 on Essentials to 100,000 on Elite, and by team seats.

Rentometer is a US rent data service that states it processes more than 10 million rental records a year. Its core product is a QuickView rent estimate showing the average and median rent for any address.

Pro Reports go further, combining rent estimates, historical trends, a rent analysis summary, nearby comps on a map and public record data. Paid plans add CSV downloads of rent comps and access through iOS and Android apps.

The Pro plan widens the tool from single lookups to portfolio work. A Batch Processor uploads and analyses many properties at once, Market Updates email refreshed reports on a schedule, and report branding produces client-ready output. Pro also includes a deal analysis worksheet, Atlas Market Insights, a custom rent estimate link for lead generation and API access.

Rentometer publishes a separate API pricing page for developers and refers enterprise rent data requests to its data team.

RentCast is a residential rental data platform for investors and property managers. It provides rent estimates for single-family homes, condos, townhomes, apartments and multifamily properties across most of the United States.

Each estimate shows nearby rental comps with rents, features and location, and users can change the search radius and look-back period to refine the result. Rental market insights show average rents and listing statistics for any US ZIP code, and historical rent trends are available by property type.

The portfolio dashboard tracks rental properties in one view. Real-time rent alerts and scheduled market updates report changes, and they can be shared with clients or owners. PDF and online reports carry the user's name, contact details and logo.

For developers, RentCast sells API access to more than 150 million property records, valuation estimates, active listings and market trends, with per-request pricing for usage beyond each tier and an MCP server listed on the API page.

AirDNA is a short-term rental data company covering Airbnb and similar listings. It states coverage of more than 15 million active listings across more than 120,000 markets, with history from 2014.

The Free plan includes a limited Rentalizer revenue calculator, limited market insights and a browse view of for-sale properties with their estimated short-term rental earnings. The Market Research plan adds a customisable Rentalizer with unlimited searches and full control of comps, historical revenue, occupancy and rate data by market, custom comparable sets, future demand data showing which nights are booked and at what rates, and lists of top markets and properties filtered by bedroom count, price tier and amenities. It also includes five AI-generated Rentalizer Agent underwriting reports.

Property Manager plans add competitor tracking, review and policy monitoring, lead identification and branded revenue forecasts for owner pitches. AirDNA also sells API access, an advanced dashboard and property-level data for lenders, funds, hotels and tourism boards.

Reonomy, an Altus Group business, is a commercial real estate property and ownership data platform. It states coverage of more than 53 million US commercial properties, 68 million property transactions, 5.2 million companies and 30 million owner and contact records.

Data comes from direct integrations with all 3,100 US county assessors, Secretary of State filings and census data, plus partnerships with Cotality and ICE. Each record includes square footage, asset class, year built, lot size, occupants and a full transaction history covering sales, debt, liens and refinances. More than 200 filters narrow the universe to a target list, and demographic and market data support the analysis.

The ownership layer is the main distinction. Reonomy's models resolve LLCs and holding structures to the actual owner, show portfolios across parcels and corporate relationships, and rank phone, email and mailing contacts by reliability.

Reonomy lists brokers and leasing teams, investors, lenders, developers, appraisers and research teams as typical users. Bulk CSV feeds of 10,000 or more records and an API returning up to one million properties per request are available.

CompStak is a commercial real estate comps provider. It states that its data comes from more than 40,000 CRE professionals and that analysts verify each comp before it enters the platform, with more than 4 million verified comps across 105 markets.

CompStak Exchange runs on a give-to-get model. Brokers, appraisers and researchers submit lease or sale comps in any format, including spreadsheets, PDFs or photos of deal sheets. Each verified comp earns credits, with more for first, recent and complete submissions, and credits unlock other comps. Submissions are anonymous.

Lease comps show what the tenant actually pays: starting rent, escalations, free rent, tenant improvements, term and net effective rent. Sale comps show price, price per square foot, cap rate, NOI and the true buyer and seller behind each recorded entity. Loan and CMBS data covers lender, loan-to-value and maturity.

CompStak One adds analytics, portfolios and AI market summaries for office, retail, industrial, flex and multifamily, with multifamily data from RealPage. One Connect adds Agent Connect for ChatGPT, Claude and Copilot and a Rent Predictor for office and industrial space.

Placer.ai is a location analytics company that measures visits to places. Its analytics platform covers retail, commercial real estate, civic, CPG, restaurants, healthcare, finance and other sectors, and its commercial real estate solution is positioned for leasing and acquisitions.

For real estate users, the platform shows visitor trends for a property, a chain or an industry, which supports site selection, tenant evaluation and co-tenancy decisions. Free public tools include chain analysis, industry trends, point-of-interest visits over the last month, return-to-office trends, a Placer 100 index of retail and dining brands and migration patterns.

Data can be shared in reports within contractual limits and exported from the platform. An API and feed products let teams combine Placer.ai data with their own systems, and a data marketplace adds in-house and partner datasets.

Pricing is quoted. The FAQ states that there are no one-time reports and no full-suite trial, that students and researchers can use the free edition, and that enterprise-wide licences are available.

Yardi Matrix is the market intelligence product of Yardi, delivered through the Matrix Portal and a Claude connector. It covers multifamily, including affordable housing, student housing and single-family rentals in build-to-rent communities, as well as self storage, office, industrial and vacant land.

Multifamily records include ownership, rents and occupancy at property level. Affordable housing can be searched by affordability type, AMI percentage splits and compliance periods. Build-to-rent coverage includes monthly updates on rents, supply pipeline, rent growth and occupancy. Office data includes lease expirations and escalations, and self storage data includes competitor rents, occupancy and unit types.

For acquisitions and underwriting, Yardi Matrix shows full ownership including LLC transparency and senior contacts, loan maturities, sales histories and in-place construction, permanent and CMBS loans. Development users can review the pipeline to judge supply and demand around a site.

Short- and long-range rent and occupancy forecasts are provided at market and submarket level, and benchmarking compares actual revenue and expenses against an aggregate comparison set.

Cherre is a real estate data management and insights platform for investment and asset managers. It ingests data from internal systems such as ERP, deal management and leasing platforms through pre-built connectors, from third-party managers through a Submission Portal and from service providers through secure SFTP.

Ingested data is standardised and mapped to Cherre's data model, then joined to its Data Fabric of public data: property characteristics, recorder and deed records, valuations, tax and assessments, liens and mortgages, boundaries, demographics and points of interest. Cherre states that it resolves more than 3.3 billion addresses and can link records by identifier or geospatial layer, from parcel to submarket.

The API retrieves data from every connected dataset in one query, supports PostGIS geospatial queries and aggregate functions, and can sit on a BigQuery warehouse for large pulls. A library of dashboards covers asset and portfolio management reporting, and market data from the Connections Catalog can be layered in for benchmarking.