emerging · 1.0 capability resource

Predictions

Score 21.7 / 100 17 providers +40 via APIs 51 APIs Search apis.io →
Workflows using this tag
Microsoft Azure Tag an Existing Resource Group · Microsoft Azure Microsoft Azure Provision a Region-Specific Deployment · Microsoft Azure Microsoft Azure Audit Subscription Resources · Microsoft Azure Microsoft Azure Deploy Template to a New Resource Group · Microsoft Azure Microsoft Azure Resource Group Lifecycle Tag and Inventory · Microsoft Azure Microsoft Azure Select Subscription and List Resource Groups · Microsoft Azure Microsoft Azure Find Resources by Type and Inspect Their Group · Microsoft Azure Microsoft Azure Deployment Status and Resulting Resources · Microsoft Azure
Business capabilities this tag reaches
Information & Data Management 7 Financial Crime Management 1 Drug Discovery Management 1 Data & Reference Information Services 1 Customer Service Management 1 AI Model Services 1
Variants seen in the corpus: PredictionPredictions

Providers using this tag (17)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Strong 2 Solid coverage with minor gaps
Developing 4 Usable, with meaningful gaps to close
Thin 5 Limited public surface area
Emerging 3 Early or largely undocumented
Minimal 2 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (49)

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 7 Complete, well-documented, and agent-ready
Strong 12 Solid coverage with minor gaps
Developing 13 Usable, with meaningful gaps to close
Thin 12 Limited public surface area
Emerging 3 Early or largely undocumented
Minimal 2 Almost no public developer surface

Companies reaching this through an API (40)

These companies publish an API, specification or operation carrying “Predictions” 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.

Altimate AI Amazon Fraud Detector API.market Astrology API Boltz Chicago Transit Authority Clarivate DTN FASHN AI Feedly Flowise Forethought FXMacroData Google TensorFlow Google Vertex AI Green Screens AI Hugging Face Transformers Kata.ai Kintsugi Health Kumo.AI Lucidworks Major League Baseball Manage BGL MBTA Microsoft Azure ModelRush Phenom PredictionIO Pruna AI Qlik Sense Renaissance Replicate Salesforce Salesforce Einstein ServiceNow Sportmonks Terabase Energy Twitch University of Geneva Wombo

Score breakdown

Frequency
54.3
log-scaled weighted occurrences
Breadth
0.4
spread across providers
Quality lift
35.7
mean composite of providers using it
Cohesion
6.1
strength of nearest seed neighbor

Related tags

Models 14 co-occurrences Deployment 9 co-occurrences Feedback 5 co-occurrences Weather 5 co-occurrences Schedule 6 co-occurrences Inference 6 co-occurrences Datasets 8 co-occurrences Machine Learning 24 co-occurrences

Where this tag comes from

Provider tag17
Api tag49
Openapi tag34
Openapi op tag75

Work with this as data

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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

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This tag
curl "https://apis.io/api/v1/tags/predictions"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/predictions"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/predictions/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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