emerging · 0.0 capability action

Forecasting

Score 21.2 / 100 68 providers +16 via APIs 25 APIs Search apis.io →

Providers using this tag (68)

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

Exemplar 1 Complete, well-documented, and agent-ready
EliqEnergyUtilitiesAnalyticsSustainability4 APIs67.7
Strong 8 Solid coverage with minor gaps
GongSalesRevenue IntelligenceConversationAnalytics12 APIs62.9SalesloftSalesSales EngagementCadencesCRM1 API60.2AssembledCustomer-SupportWorkforce ManagementWFMAI Agents4 APIs59.2ClariRevenue OperationsPipeline ManagementSales Intelligence2 APIs58.6Atmospore Pollen ForecastsWeatherPollenAllergyEnvironmental Data1 API56.9Amazon ForecastMachine-LearningPredictive AnalyticsTime Series1 API55.7DTNWeatherAgricultureEnergyMarket Data37 APIs55.7SolcastSolarEnergyIrradiance1 API55.7
Developing 18 Usable, with meaningful gaps to close
DatarailsCompanyFP&AFinancial PlanningFinance1 API53.1CubeCompanyFP&AFinancial PlanningFinance1 API52.5FullcastCompanyEnterpriseRevenue OperationsSales Planning1 API50.5RELEX SolutionsSupply ChainRetailDemand PlanningInventory Management2 APIs50.5Cube PlanningCompanyFP&AFinancial PlanningFinance1 API50.1NixtlaCompanyTime SeriesAnomaly Detection1 API49.6Seshat MarketsFinanceFintechCryptoCommodities1 API49.1QuinyxWorkforce ManagementSchedulingHuman ResourcesTime Tracking3 APIs49.0ComboCurveCompanyVertical SoftwareOil and GasEnergy1 API47.3Rainbow.AIWeatherPrecipitationNowcast2 APIs44.6PowernautCompanyEnergyVirtual Power PlantDistributed Energy Resources1 API42.7ClimateAICompanyWeatherClimateClimate Intelligence2 APIs42.3StormglassAstronomyBioClimateElevation1 API41.8Runway FinancialCompanyFinancial PlanningFP&A1 API41.3WeatherbitWeatherHistorical DataAir Quality1 API41.1BoostupCompanyRevenue IntelligenceSales1 API40.6PredictHQDemand IntelligenceEventMachine-Learning4 APIs39.9Weather.govWeatherGovernmentUnited States1 API39.5
Thin 13 Limited public surface area
OpenWeatherAir PollutionAir QualityClimate1 API38.9ColorfulCloudsWeatherAir QualityPrecipitation6 APIs38.4MosaicResource ManagementWorkforce PlanningProject ManagementAEC1 API37.5Oracle PlanningBudgetingCloudConsolidationEnterprise17 APIs36.9MeteoSource Air Quality Data APIAir QualityEnvironmental DataWeather1 API35.0BackstoryCompanyArtificial IntelligenceRevenue IntelligenceSales1 API33.5DecisionLinkCompanyCloud SaasRevenue OperationsCustomer Value Management8 APIs33.3BridgitConstructionConstruction TechnologyWorkforce PlanningWorkforce Management1 API31.7SynthefyCompanyFoundation ModelsMachine-Learning2 APIs31.2GridCompanyInfrastructureRevenue OperationsSaaS Metrics29.8EmbatCompanyFintechTreasury ManagementPayments1 API29.0National Weather ServiceFederal-GovernmentWeather1 API28.8TenzoCompanyRestaurantAnalyticsBusiness Intelligence1 API27.1
Emerging 16 Early or largely undocumented
PecanCompanyArtificial IntelligencePredictive AnalyticsMachine-Learning24.8WindBorne SystemsCompanyWeatherWeather Data1 API23.5JiravCompanyFinancial PlanningFP&ABudgeting23.24G ClinicalClinical TrialsLife SciencesRandomizationTrial Supply Management1 API20.8AvisoCompanyRevenue IntelligenceSalesArtificial Intelligence20.1VaretoCompanyEnterpriseFinanceFP&A19.7DecisionNextCompanyAnalyticsArtificial IntelligenceMachine-Learning19.3LiveFlowCompanyAccountingFinancial ReportingFP&A17.6People.aiCompanyRevenue IntelligenceSalesArtificial Intelligence15.8WhatifiCompanyFinancial ModelingScenario Planning15.4AbacumCompanySoftware-as-a-ServiceFP&AFinancial Planning14.3SunairioCompanyEnergyWeatherClimate14.3FLYR LabsCompanyTravel TechnologyAirlinesHospitality2 APIs14.0Duetto ResearchCompanyHospitalityHotelsRevenue Management13.6Scalable CFOCompanyFinanceFintechCFO12.6AGToolsCompanyAgricultureAgTechData Analytics11.2
Minimal 12 Almost no public developer surface
LyricCompanySupply ChainLogisticsArtificial Intelligence10.7Xfactor.ioCompanyServicesRevenue OperationsArtificial Intelligence9.8Equilibrium EnergyCompanyEnergyPowerArtificial Intelligence8.7OnPlanCompanyProject ControlsBudgeting8.5SpatialedgeCompanyArtificial IntelligenceMachine-LearningData7.1IMP SoftwareCompanyEducationEdTechFintech6.6CausalCompanyFintechFinancial PlanningFP&A6.3ClimavisionWeatherWeather IntelligenceNumerical Weather Prediction5.4BrightFunnelCompanyMarketingAnalyticsAttribution5.0FinmarkCompanyCloudFinancial PlanningFintech5.0SoothCompanyArtificial IntelligenceWorld Model5.0ValCtrlCompanyPrediction MarketsFintechTrading2.0

APIs with this tag (25)

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 →

Strong 1 Solid coverage with minor gaps
Atmospore MCP ServerHosted Model Context Protocol server exposing the Atmospore pollen forecast capability as four agent tools ...56.9
Developing 9 Usable, with meaningful gaps to close
Workday Adaptive Planning APIAdaptive Planning REST and XML APIs for managing planning data, accounts, dimensions, and custom reports. S...53.3Zoom Workforce Management APIThe Zoom Workforce Management API enables developers to build applications that manage workforce scheduling...53.3Southwest Power Pool Forecasting APIThe Forecasting API operations define the exchange of forecasted ratings, including the 240-hour-ahead fore...49.8Kronos Quant Signal REST APILive REST/JSON API with 32 endpoints for price-path forecasting, market/risk context, accuracy audits, and ...49.1Moody's Analytics Scenario Studio APIProgrammatic access to the Scenario Studio macroeconomic scenario platform, enabling automatic retrieval of...48.7Amazon Billing And Cost Management Forecasting APIGenerate cost and usage forecasts43.8Oracle 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...41.1FreeWheel Publisher (MRM) APIFreeWheel's sell-side APIs for publishers and programmers running on MRM — advertiser and agency management...39.6
Thin 11 Limited public surface area
SAP Ariba Planning Collaboration Buyer APIEnables buyer-side planning and forecast collaboration with suppliers.38.4SAP Ariba Planning Collaboration Supplier APIEnables supplier-side planning and forecast collaboration with buyers.38.4CAISO OASIS Download APIThe Open Access Same-time Information System (OASIS) Download API — CAISO's public wholesale market data in...38.1Oracle Planning REST APIRESTful API for Oracle Planning and Budgeting Cloud Service providing access to planning applications, data...36.9Ternary Forecasting APIBudget forecasting and spend projections35.7Circana Price and Promotion APIPrice and Promotion solutions combine AI models and granular store-level data to optimize pricing strategie...33.4Blue Yonder Demand Planning APIThe Blue Yonder Demand Planning API enables access to demand forecasting models, statistical baselines, and...32.3Synthefy Forecasting APIDirect REST access to Synthefy's foundation models for multivariate time-series forecasting (Migas-1.0), wi...31.2Essential Energy Network Planning and DAPR Feature ServicesAnonymous ArcGIS REST FeatureServer tables and layers publishing Essential Energy's regulated network plann...30.1Carbon Intensity APIOfficial Carbon Intensity forecast API for Great Britain, developed by NESO in partnership with EDF Europe,...29.6Tenzo APIPublic REST API for accessing restaurant analytics data — locations, areas, sales, and forecast data — secu...27.1
Emerging 4 Early or largely undocumented
WindBorne Data APIREST API serving balloon observations, soundings, WeatherMesh point and gridded forecasts, constellation/fl...23.5Autotrader Future Valuations APIReturns predicted vehicle valuations for a specified future date, enabling dealers to forecast vehicle depr...22.7FLYR Hospitality Platform APIThe API tier behind the FLYR Hospitality (Pace Revenue) revenue management platform — Optimize, Insights, P...14.0Cash Projection APICash projection / forecasting product in the Banking and Treasury API group. Reference gated behind portal ...11.2

Companies reaching this through an API (16)

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 Blue Yonder California ISO Circana Essential Energy FreeWheel Media M&T Bank Moody's Corporation National Grid ESO Oracle Financial Applications SAP Ariba Southwest Power Pool Ternary Workday Zoom

Score breakdown

Frequency
54.2
log-scaled weighted occurrences
Breadth
1.9
spread across providers
Quality lift
35.8
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Budgeting 12 co-occurrences FP&A 10 co-occurrences Financial Planning 12 co-occurrences Revenue Intelligence 8 co-occurrences Weather 15 co-occurrences Revenue Operations 8 co-occurrences Forecast 7 co-occurrences Conversation Intelligence 5 co-occurrences

Where this tag comes from

Provider tag68
Api tag25
Openapi tag3
Openapi op tag9

Cohort brief

Auto-generated

The 66 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
66
all scored
Mean Kin Score
32.3
+8.4 vs catalog 23.9
Mean Agent Readiness
19
+7 vs catalog 12
Spread
2–67.7
median 33.4 · σ 17.9
How the 66 split by band
Exemplar 1Strong 8Developing 18Thin 13Emerging 15Minimal 11
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 30.4 19.8 +10.6 66
Access Clarity 36.5 26.5 +10 66
Developer Ergonomics 32.5 23.4 +9.1 66
Operational Transparency 20.8 13.9 +6.9 66
Contract Governance 10.4 6.4 +4 66
Discoverability 64.5 61.2 +3.3 66

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) 20% 10% +10
MCP server (first-party) 27% 13% +14
Agent Skills 0% 0% 0
OAuth scopes 20% 11% +9
Security 100% 96% +4
Arazzo workflows 8% 2% +6
Governance rules 18% 14% +4

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 Eliq 67.7
  2. 2 Gong 62.9
  3. 3 Salesloft 60.2
  4. 4 Assembled 59.2
  5. 5 Clari 58.6
  6. 6 Atmospore Pollen Forecasts 56.9
  7. 7 Amazon Forecast 55.7
  8. 8 DTN 55.7
  9. 9 Solcast 55.7
  10. 10 Datarails 53.1
Top by Agent Readiness
  1. 1 Datarails 59.2
  2. 2 Fullcast 53.8
  3. 3 Gong 46.1
  4. 4 RELEX Solutions 45.5
  5. 5 Salesloft 44.6
  6. 6 Clari 41.8
  7. 7 Eliq 41.2
  8. 8 Atmospore Pollen Forecasts 40.2
  9. 9 Runway Financial 37.3
  10. 10 Cube 36.4
All 68 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 16 September 2026, across 27514 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

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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/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"

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