Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 1 Complete, well-documented, and agent-ready

Dynatrace Davis AI APIThe Dynatrace Davis AI API provides access to the Davis predictive and causal AI platform service for custo...84.9

Strong 1 Solid coverage with minor gaps

FlightAware AeroAPIAeroAPI is FlightAware's query-based REST API for accessing aviation data on demand. It exposes 60+ endpoin...59.1

Developing 2 Usable, with meaningful gaps to close

SAP HANA Predictive Analysis Library (PAL) APIIn-database machine learning and statistical algorithms library providing clustering, classification, regre...49.3 Dell OpenManage Enterprise SupportAssist APIRESTful API for the OpenManage Enterprise SupportAssist plug-in that enables proactive and predictive monit...48.4

Thin 1 Limited public surface area

Lokavant Clinical Trial Intelligence PlatformLokavant is Roivant's clinical-trial intelligence operating unit. Its platform ingests data via 21+ source ...37.3

Emerging 2 Early or largely undocumented

Overhaul ETA APIPredictive estimated-time-of-arrival service used to identify delivery delays in advance and optimise routi...22.9 UBIX ModelSpace APIAPI for the UBIX ModelSpace module enabling programmatic management of AI/ML models including creation, tra...20.1

Companies reaching this through an API (6)

These companies publish an API, specification or operation carrying “Predictive Analytics” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Dell Servers FlightAware Overhaul Roivant Sciences SAP HANA UBIX Labs

Score breakdown

Frequency

49.3

log-scaled weighted occurrences

Breadth

1.4

spread across providers

Quality lift

23.1

mean composite of providers using it

Cohesion

3.4

strength of nearest seed neighbor

Where this tag comes from

Provider tag59

Api tag7

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

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https://apis.io/mcp

Tools for tags

7 MCP tools reach this

find_tagsBrowse and filter every tag in the catalog.
get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This tag

curl "https://apis.io/api/v1/tags/predictive-analytics"

All tags

curl "https://apis.io/api/v1/tags?limit=25"

As a scored cohort

curl "https://apis.io/api/v1/cohorts/tag/predictive-analytics"

The distribution (Pro)

curl "https://apis.io/api/v1/cohorts/tag/predictive-analytics/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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Predictive Analytics

Providers using this tag (59)

APIs with this tag (7)