emerging · 0.2 capability action

Forecasting

Score 21.6 / 100 72 providers +13 via APIs 24 APIs Search apis.io →
Business capabilities this tag reaches
Information Technology Management 2

Providers using this tag (72)

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

Exemplar 1 Complete, well-documented, and agent-ready
Azure Cost ManagementCost ManagementFinOpsCloud CostBilling1 API69.0
Strong 8 Solid coverage with minor gaps
GongSalesRevenue IntelligenceConversationsAnalytics12 APIs64.7SalesloftSalesSales EngagementCadencesCRM1 API63.5EliqEnergyUtilitiesAnalyticsSustainability4 APIs62.1ClariRevenue OperationsPipeline ManagementSales Intelligence2 APIs60.4CubeCompanyFP&AFinancial PlanningFinance1 API60.2AssembledCustomer SupportWorkforce ManagementWFMAI Agents4 APIs57.5Amazon ForecastMachine LearningPredictive AnalyticsTime Series1 API56.2DatarailsCompanyFP&AFinancial PlanningFinance1 API55.3
Developing 16 Usable, with meaningful gaps to close
Atmospore Pollen ForecastsWeatherPollenAllergyEnvironmental Data1 API53.6RELEX SolutionsSupply ChainRetailDemand PlanningInventory2 APIs53.3SolcastSolarEnergyIrradiance1 API52.8DTNWeatherAgricultureEnergyMarket Data37 APIs52.0FullcastCompanyEnterpriseRevenue OperationsSales Planning1 API50.9QuinyxWorkforce ManagementSchedulingHuman ResourcesTime Tracking3 APIs50.4NixtlaCompanyTime SeriesAnomaly Detection1 API48.9Seshat MarketsFinanceFintechCryptoCommodities1 API45.3ComboCurveCompanyVertical SoftwareOil and GasEnergy1 API44.6Runway FinancialCompanyFinancial PlanningFP&A1 API44.2Rainbow.AIWeatherPrecipitationNowcast2 APIs43.5ClimateAICompanyWeatherClimateClimate Intelligence2 APIs42.8BoostupCompanyRevenue IntelligenceSales1 API42.0StormglassAstronomyBioClimateElevation1 API40.8PowernautCompanyEnergyVirtual Power PlantDistributed Energy Resources1 API40.6WeatherbitWeatherHistorical DataAir Quality1 API40.6
Thin 16 Limited public surface area
PredictHQDemand IntelligenceEventMachine Learning4 APIs38.4OpenWeatherAir PollutionAir QualityClimate1 API38.2ColorfulCloudsWeatherAir QualityPrecipitation6 APIs37.1Weather.govWeatherGovernmentUnited States1 API36.8Oracle PlanningBudgetingCloudConsolidationEnterprise17 APIs36.6BackstoryCompanyArtificial IntelligenceRevenue IntelligenceSales1 API36.5MosaicResource ManagementWorkforce PlanningProject ManagementAEC1 API35.5Blue YonderSupply ChainRetailLogistics1 API33.3MeteoSource Air Quality Data APIAir QualityEnvironmental DataWeather1 API32.8SynthefyCompanyFoundation ModelsMachine Learning2 APIs32.1GridCompanyInfrastructureRevenue OperationsSaaS Metrics31.6DecisionLinkCompanyCloud SaasRevenue OperationsCustomer Value Management8 APIs31.1BridgitConstructionConstruction TechnologyWorkforce PlanningWorkforce Management1 API30.5TenzoCompanyRestaurantAnalyticsBusiness Intelligence1 API29.6EmbatCompanyFintechTreasury ManagementPayments1 API28.1National Weather ServiceFederal GovernmentWeather1 API28.0
Emerging 16 Early or largely undocumented
PecanCompanyArtificial IntelligencePredictive AnalyticsMachine Learning25.5WindBorne SystemsCompanyWeatherWeather Data1 API23.4JiravCompanyFinancial PlanningFP&ABudgeting22.7VaretoCompanyEnterpriseFinanceFP&A21.2AvisoCompanyRevenue IntelligenceSalesArtificial Intelligence20.94G ClinicalClinical TrialsLife SciencesRandomizationTrial Supply Management1 API19.7DecisionNextCompanyAnalyticsArtificial IntelligenceMachine Learning19.3LiveFlowCompanyAccountingFinancial ReportingFP&A18.8Verse (autonomous agent)CompanyAI AgentsAutonomous AgentsA2A2 APIs18.6People.aiCompanyRevenue IntelligenceSalesArtificial Intelligence15.9WhatifiCompanyFinancial ModelingScenario Planning14.9SunairioCompanyEnergyWeatherClimate14.6AbacumCompanySoftware-as-a-ServiceFP&AFinancial Planning14.4FLYR LabsCompanyTravel TechnologyAirlinesHospitality2 APIs13.5Duetto ResearchCompanyHospitalityHotelsRevenue Management13.1Scalable CFOCompanyFinanceFintechCFO11.3
Minimal 15 Almost no public developer surface
LyricCompanySupply ChainLogisticsArtificial Intelligence10.5AGToolsCompanyAgricultureAgTechData Analytics9.5Atmo AICompanyWeatherArtificial Intelligence9.1Xfactor.ioCompanyServicesRevenue OperationsArtificial Intelligence8.8Equilibrium EnergyCompanyEnergyPowerArtificial Intelligence8.6AngstromSportsAnalyticsBetting8.4OnPlanCompanyProject ControlsBudgeting7.5IMP SoftwareCompanyEducationEdTechFintech6.7SpatialedgeCompanyArtificial IntelligenceMachine LearningData5.9ClimavisionWeatherWeather IntelligenceNumerical Weather Prediction5.7CausalCompanyFintechFinancial PlanningFP&A4.7FinmarkCompanyCloudFinancial PlanningFintech3.4SoothCompanyArtificial IntelligenceWorld Model3.3ValCtrlCompanyPrediction MarketsFintechTrading3.2BrightFunnelCompanyMarketingAnalyticsAttribution0.0

APIs with this tag (24)

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
Azure Cost Management Providers APIThe tenant- and scope-level Cost Management surface that is not a managed resource: Query, Forecast, Dimens...69.0
Strong 2 Solid coverage with minor gaps
Workday Adaptive Planning APIAdaptive Planning REST and XML APIs for managing planning data, accounts, dimensions, and custom reports. S...57.0Zoom Workforce Management APIThe Zoom Workforce Management API enables developers to build applications that manage workforce scheduling...55.8
Developing 7 Usable, with meaningful gaps to close
Atmospore MCP ServerHosted Model Context Protocol server exposing the Atmospore pollen forecast capability as four agent tools ...53.6Moody's Analytics Scenario Studio APIProgrammatic access to the Scenario Studio macroeconomic scenario platform, enabling automatic retrieval of...48.3Southwest Power Pool Forecasting APIThe Forecasting API operations define the exchange of forecasted ratings, including the 240-hour-ahead fore...45.2Amazon Billing And Cost Management Forecasting APIGenerate cost and usage forecasts44.9FreeWheel Publisher (MRM) APIFreeWheel's sell-side APIs for publishers and programmers running on MRM — advertiser and agency management...41.3Oracle Planning REST APIAPIs for Planning and Budgeting Cloud Service including data management, business rules, and planning opera...41.2Weatherbit Weather Forecast APIProvides accurate weather forecasts using high-resolution global and regional weather models. Includes 16-d...40.6
Thin 8 Limited public surface area
CAISO OASIS Download APIThe Open Access Same-time Information System (OASIS) Download API — CAISO's public wholesale market data in...36.8Oracle Planning REST APIRESTful API for Oracle Planning and Budgeting Cloud Service providing access to planning applications, data...36.6Ternary Forecasting APIBudget forecasting and spend projections34.3Circana Price and Promotion APIPrice and Promotion solutions combine AI models and granular store-level data to optimize pricing strategie...34.1Blue Yonder Demand Planning APIThe Blue Yonder Demand Planning API enables access to demand forecasting models, statistical baselines, and...33.3Synthefy Forecasting APIDirect REST access to Synthefy's foundation models for multivariate time-series forecasting (Migas-1.0), wi...32.1Tenzo APIPublic REST API for accessing restaurant analytics data — locations, areas, sales, and forecast data — secu...29.6Essential Energy Network Planning and DAPR Feature ServicesAnonymous ArcGIS REST FeatureServer tables and layers publishing Essential Energy's regulated network plann...28.2
Emerging 6 Early or largely undocumented
WindBorne Data APIREST API serving balloon observations, soundings, WeatherMesh point and gridded forecasts, constellation/fl...23.4Autotrader Future Valuations APIReturns predicted vehicle valuations for a specified future date, enabling dealers to forecast vehicle depr...20.1Verse A2A AgentAgent2Agent surface declared by the card at https://api.verse-me.com/.well-known/agent.json (version 2.0.0,...18.6Verse Expertise APIThe REST paths the agent card names on api.verse-me.com, with no OpenAPI behind them: free reads GET /exper...18.6FLYR Hospitality Platform APIThe API tier behind the FLYR Hospitality (Pace Revenue) revenue management platform — Optimize, Insights, P...13.5Cash Projection APICash projection / forecasting product in the Banking and Treasury API group. Reference gated behind portal ...11.5

Companies reaching this through an API (13)

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

Amazon Billing And Cost Management Autotrader California ISO Circana Essential Energy FreeWheel Media M&T Bank Moody's Oracle Financials Southwest Power Pool Ternary Workday Zoom

Score breakdown

Frequency
54.4
log-scaled weighted occurrences
Breadth
1.9
spread across providers
Quality lift
37.9
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Budgeting 11 co-occurrences FP&A 9 co-occurrences Financial Planning 11 co-occurrences Weather 16 co-occurrences Revenue Intelligence 8 co-occurrences Forecast 8 co-occurrences Revenue Operations 8 co-occurrences Conversation Intelligence 5 co-occurrences

Where this tag comes from

Provider tag72
Api tag24
Openapi tag2
Openapi op tag7

Cohort brief

Auto-generated

The 70 providers in the APIs.io catalog tagged Forecasting, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
70
all scored
Mean Kin Score
31.5
+8.6 vs catalog 22.9
Mean Agent Readiness
19.2
+7.3 vs catalog 11.9
Spread
3.2–69
median 31.9 · σ 18.4
How the 70 split by band
Exemplar 1Strong 8Developing 16Thin 16Emerging 15Minimal 14
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 36.4 26.5 +9.9 70
Contract Quality 26.8 17.6 +9.2 70
Developer Ergonomics 32 23.2 +8.8 70
Operational Transparency 20.6 13.7 +6.9 70
Discoverability 62.2 58.1 +4.1 70
Contract Governance 9.7 6.3 +3.4 70

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 26% 14% +12
MCP server (first-party) 26% 12% +14
Agent Skills 0% 0% 0
OAuth scopes 20% 11% +9
Security 100% 98% +2
Arazzo workflows 7% 2% +5
Governance rules 19% 14% +5

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Azure Cost Management 69
  2. 2 Gong 64.7
  3. 3 Salesloft 63.5
  4. 4 Eliq 62.1
  5. 5 Clari 60.4
  6. 6 Cube 60.2
  7. 7 Assembled 57.5
  8. 8 Amazon Forecast 56.2
  9. 9 Datarails 55.3
  10. 10 Atmospore Pollen Forecasts 53.6
Top by Agent Readiness
  1. 1 Clari 58
  2. 2 Datarails 56.7
  3. 3 Fullcast 53.8
  4. 4 Runway Financial 53.5
  5. 5 Gong 46.1
  6. 6 RELEX Solutions 45.5
  7. 7 PredictHQ 44.6
  8. 8 Salesloft 44.2
  9. 9 Eliq 42.9
  10. 10 Atmospore Pollen Forecasts 37.7
All 72 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 5 October 2026, across 29093 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

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

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

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

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.