emerging · 0.8 market domain

FinOps

Score 23.1 / 100 97 providers 45 APIs Search apis.io →
Variants seen in the corpus: FinOpsfinops

Providers using this tag (96)

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

Exemplar 1 Complete, well-documented, and agent-ready
falArtificial IntelligenceGenerative AIGenerative MediaImage-Generation12 APIs69.7
Strong 9 Solid coverage with minor gaps
AffindaArtificial IntelligenceDocument ProcessingIntelligent Document ProcessingIDP16 APIs64.7DoiTCompanyCloud Cost ManagementCloud Intelligence2 APIs64.7PostmanAI Agent BuilderAI AgentsAPI CatalogAPI Client39 APIs64.5AWS BraketQuantum ComputingQPUSimulatorHybrid Jobs5 APIs61.8EdgeeCompanyArtificial IntelligenceLLMAI Gateway2 APIs59.4Red HatCloudContainersEnterpriseHybrid Cloud75 APIs59.1CoreStackCloud GovernanceCloud Cost ManagementCloud Security Posture Management2 APIs57.2DatadogAnalyticsDashboardsMonitoringPlatform290 APIs57.1SoracomIoTCellularLPWANSIM45 APIs55.8
Developing 26 Usable, with meaningful gaps to close
MezmoObservabilityLogsTelemetryTelemetry Pipeline21 APIs53.7PaidCompanyArtificial IntelligenceBillingMonetization22 APIs53.4VantageBudgetsCloud PricingCost ManagementCosts25 APIs51.7Amazon Compute OptimizerCost OptimizationMachine-LearningResource Recommendations21 APIs51.1TigeraCompanyKubernetesNetworkingNetwork Security7 APIs50.8ChoreoAi AppsAPI ManagementCI/CDCloud-Native16 APIs49.1LangWatchArtificial IntelligenceLLMLLM ObservabilityLLM Evaluation28 APIs47.2BlockdaemonBlockchainWeb3StakingValidators11 APIs47.0CAST AIAuto-ScalingCloud InfrastructureCost OptimizationDevOps17 APIs46.6HarnessDevOpsGitOpsInternal Developer PortalLifecycle17 APIs46.0RevefiDataData QualityData Observability6 APIs45.4CycloidAsset InventoryCI/CDCloud Cost ManagementCloud Management8 APIs45.0ArcheraCompanyDeveloper ToolsCloud Cost Management10 APIs44.9AmberfloUsage-Based BillingMeteringAI Cost Management10 APIs44.8Amazon Billing And Cost ManagementBillingCost ManagementCost ExplorerBudgets10 APIs44.4CloudZeroBudgetsCloud Cost ManagementCost AllocationCost Optimization12 APIs44.4StiggPricingBillingEntitlements9 APIs44.4DensifyCloud CostContainer OptimizationKubernetes7 APIs44.0AlphausCompanyCloud Cost ManagementCloud15 APIs43.3DevtronCompanyDevOpsKubernetesCI/CD28 APIs43.3Spot by NetAppCloud OptimizationKubernetesAzure10 APIs43.2FinoutBudgetsCosts6 APIs41.9Unravel Data SystemsData ObservabilityDataOpsDatabricks1 API41.8SchematicBillingEntitlementsFeature FlagsFeature Management20 APIs41.0SpaceliftInfrastructure as CodeDevOpsPlatform Engineering2 APIs40.9VantageCloud CostCost ManagementCloud Optimization44 APIs40.0
Thin 30 Limited public surface area
CloudHealthCloud CostCloud GovernanceCloud ManagementCost Optimization8 APIs38.6Harness Cloud Cost ManagementAnomaly DetectionBudgetsCloud Cost Management6 APIs37.9KionCloud OperationsComplianceCosts25 APIs37.1OrbBillingUsage-Based BillingMeteringSubscription11 APIs36.9Snow SoftwareCloud License ManagementIT Asset ManagementSaaS Management31 APIs36.9Spot by FlexeraAuto-ScalingCloud InfrastructureContainersCost Optimization32 APIs36.5HyperlineBillingSubscriptionUsage-BasedMetering7 APIs36.3MemesioMemesMediaImage-GenerationContent42 APIs36.0PaigoBillingUsage-Based BillingMeteringInvoicing8 APIs35.4TernaryCloud Cost ManagementCost OptimizationGoogle Cloud6 APIs35.0nOpsCosts2 APIs34.6MetronomeBillingMeteringPricing18 APIs34.0FinOps FoundationBudgetsCosts3 APIs33.0CloudQueryCloud InfrastructureCloud Asset InventoryCSPMCloud Governance26 APIs32.1North.CloudCloud Cost ManagementGCPCost Optimization1 API32.0Env0Infrastructure as CodeDevOpsCloud12 APIs31.4M3terUsage-Based BillingMeteringBilling58 APIs31.4AnodotArtificial IntelligenceAnomaly DetectionBusiness MonitoringCloud Cost Management9 APIs31.3InfracostCloud CostInfrastructureTerraform2 APIs31.1SoftwareOneMarketplaceSoftware ProcurementCloud ManagementLicense Management8 APIs31.0PerfectScaleKubernetesCost Optimization4 APIs29.1GridCompanyInfrastructureRevenue OperationsSaaS Metrics29.0Carrot LabsCompanyArtificial IntelligenceAIOps1 API28.4UnravelData ObservabilityDataOpsCost Optimization1 API28.4AmnicCloud Cost ObservabilityCloud Cost ManagementCost Optimization1 API27.8ScalrGitOpsInfrastructure as CodeKubernetes26 APIs27.7OptScaleCost OptimizationCloudKubernetes9 APIs27.5Unravel DataCompanyDataData Observability27.1PaletteCompanyAi AppsSales CompensationCommission Management26.7SequenceBillingUsage-Based BillingRevenue RecognitionMetering6 APIs26.6
Emerging 25 Early or largely undocumented
io.netArtificial IntelligenceGPUDecentralized ComputeDePIN8 APIs26.1ScenarioArtificial IntelligenceGame AssetsGame DevelopmentGenerative AI5 APIs25.9OpenCostCloud Cost ManagementCNCFKubernetes4 APIs24.9GetnetPaymentsAcquirerBrazilLatAm19 APIs24.5CloudabilityCloud Cost ManagementCost OptimizationMulti-Cloud7 APIs24.3PointfiveCompanyCloud SaasCloud Cost Optimization23.9StormForgeCloud Cost OptimizationDevOpsKubernetes2 APIs23.7OrbUsage-Based Billing10 APIs23.4BlackLineCompanyFintechAccounting7 APIs21.9AlgoliaSearchDiscoveryRecommendationsPersonalization11 APIs20.0ScaleOpsAzureCost OptimizationGCP1 API20.0Strategic BlueCompanyCloud Cost ManagementRate Optimization18.1FOCUS (FinOps Open Cost and Usage Specification)BillingCost and UsageOpen Standard1 API17.6Cloud Ex MachinaCompanyInfrastructureCloud17.5CloudChiprAzureCloud Cost ManagementCost Optimization1 API17.0FullseamCompanyAccountingFinance16.4CerteroCloud ManagementHardware Asset ManagementIT Asset Management6 APIs15.4KomiserCloud CostGovernanceMulti-Cloud1 API15.2JetstreamCompanyCybersecurityAI GovernanceAI Security14.8BinadoxSaaS ManagementShadow ITSpend OptimizationCloud Cost1 API14.7CloudNuroCloud FinOpsComplianceCost OptimizationLicense Management7 APIs14.4AuxiliusCompanyHealthcareBiopharmaClinical Trials13.2ProsperOpsCloud Cost Optimization1 API12.3SedaiCloud Optimization1 API11.4BlocksCompanyCloudCost Optimization11.3
Minimal 5 Almost no public developer surface
CondorsoftwareCompanyLife SciencesClinical TrialsFinancial Intelligence10.5ZalosCompanyArtificial IntelligenceAgentsFinance9.1ClusterkCompanyCloudCloud ComputingCost Optimization5.0Ruka.aiCompanyArtificial IntelligenceAI AgentsAutomation5.0payflowsCompanyFinanceProcurementTreasury2.0

APIs with this tag (44)

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
fal Usage and Billing APIProgrammatic access to usage metrics, per-model spend, GPU-second consumption, and invoicing history. Surfa...69.7
Strong 11 Solid coverage with minor gaps
Affinda Usage APIRetrieve daily credits consumption for the organization across all workspaces and document types. Used for ...64.7DoiT APIProgrammatic access to the DoiT Cloud Intelligence platform: Cloud Analytics reports and queries, allocatio...64.7DoiT MCP ServerOfficial DoiT Model Context Protocol server. A remote Streamable HTTP endpoint at https://mcp.doit.com/mcp ...64.7Postman Billing APIThe Billing API exposes account billing information, seat allocation, and resource usage so finance and Fin...64.5AWS Braket Tags APITag quantum tasks, hybrid jobs, and spending limits for cost allocation, IAM ABAC, and resource organizatio...61.8Red Hat Cost Management APIAPI for tracking and analyzing costs associated with Red Hat OpenShift clusters and cloud infrastructure, p...59.1Red Hat Resource Optimization APIAPI for analyzing resource utilization and providing optimization recommendations for RHEL systems, helping...59.1CoreStack External APIREST API covering the whole CoreStack governance surface — authorization, identity and RBAC, guardrail poli...57.2CoreStack MCP ServerHosted, unified Model Context Protocol server exposing 100 documented tools across five domains — Common/Au...57.2Datadog Cloud Cost Management APIThe Cloud Cost Management API allows you to set up, edit, and delete Cloud Cost Management accounts for AWS...57.1Soracom Billing APIRetrieve usage charges (monthly bills, daily bill items, per-SIM and per-bill-item summaries), export bills...55.8
Developing 8 Usable, with meaningful gaps to close
Mezmo Usage APIQuery log usage by app, host, or tag via /v1/usage/{type} and detailed byte-based consumption via /v2/usage...53.7Calico Cloud Usage APIA read-only REST API on the Calico Cloud SaaS management plane that returns the same vCPU usage and managed...50.8Blockdaemon Management APIProgrammatic access to current period Compute Unit usage, request usage, and organization audit logs. Power...47.0Blockdaemon Staking Reporting APIStandardized staking-reward and yield-reporting API delivering historical and current stake, validator stat...47.0Harness Cloud Cost Management APICloud cost management APIs for cost recommendations, AutoStopping rules, commitment orchestration, cost cat...46.0Amberflo Cost Tracking APIThe Amberflo Cost Tracking API provides AI and cloud cost management capabilities including cloud provider ...44.8CloudZero Budgets APIThe Budgets API manages cost-and-usage budgets, alerts, thresholds, and actuals tracking. Endpoints under /...44.4Densify Public Cloud APIThe Densify Public Cloud REST API exposes optimization analysis, recommendations, account and instance inve...44.0
Thin 6 Limited public surface area
Memesio finops APIThe finops API from Memesio — 1 operation(s) for finops.36.0Env0env0 is an infrastructure-as-code automation platform providing cost estimation, policy enforcement, and se...31.4Anodot Cloud Cost Management APIThe Anodot Cloud Cost Management API provides programmatic access to cloud cost data, anomaly detection for...31.3SoftwareOne Cloud Spend Optimization APIAPIs for tracking and optimizing cloud spend across AWS, Azure, and Google Cloud environments. Provides usa...31.0SuperPenguin AI Spend IntelligenceThe SuperPenguin platform tracks and attributes AI spend per request, per customer, per feature, and per pr...28.4Unravel REST APIREST APIs for querying and collecting data from an Unravel instance — application details, recommendations ...28.4
Emerging 18 Early or largely undocumented
IO Sub-API Key Management APIAdministrative API for creating scoped sub-API keys with per-model restrictions and per-key credit limits, ...26.1Scenario Usage APIRetrieve unified compute-unit consumption for an account, filtered by date range, project, or model. Comput...25.9Getnet Merchant Reporting APIStandardized merchant report retrieval API that simplifies multi-country reconciliation. Surfaces capture, ...24.5Cloudability API v1 (Legacy)The legacy v1 API remains available for older integrations covering cost reporting and dimensions. Apptio r...24.3Cloudability API v3The Cloudability v3 API is the modern REST interface for the platform. It exposes resource-oriented endpoin...24.3Cloudability Reporting APIThe Reporting endpoints under v3 build cost-and-usage queries against Cloudability's normalized billing dat...24.3StormForge CLICommand-line interface for interacting with the StormForge platform to manage clusters, workloads, and opti...23.7StormForge Optimize LiveStormForge Optimize Live is a Kubernetes resource rightsizing product that uses machine learning to automat...23.7Algolia Usage APIReturns per-application usage metrics (operations, records, search volume) for cost and quota tracking.20.0ScaleOps Platform APIThe ScaleOps Platform API provides programmatic access to Kubernetes cost optimization features including w...20.0FOCUS (FinOps Open Cost and Usage Specification)FOCUS defines a common normalized data schema for cloud and technology billing data. The specification is d...17.6CloudChipr APICloudChipr publishes a developer API Reference at docs.cloudchipr.com/reference covering the same multi-clo...17.0CerteroX CloudCerteroX Cloud delivers FinOps cost optimization, usage observability, and governance across AWS, Microsoft...15.4KomiserOpen-source cloud cost inspector providing cost visibility, optimization recommendations, security checks, ...15.2Binadox APIBinadox is a SaaS spend management and optimization platform providing usage monitoring, license optimizati...14.7CloudNuro ChargebackFinancial accountability and SaaS/cloud cost allocation across departments and cost centers.14.4ProsperOpsProsperOps provides autonomous cloud cost optimization through AI-driven management of AWS Reserved Instanc...12.3SedaiSedai is an AI-driven autonomous cloud optimization platform using reinforcement learning to continuously a...11.4

Score breakdown

Frequency
57.2
log-scaled weighted occurrences
Breadth
2.7
spread across providers
Quality lift
40.9
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Cost Optimization 28 co-occurrences Cloud Cost Management 20 co-occurrences Multi-Cloud 14 co-occurrences Cloud Cost 9 co-occurrences Budgets 11 co-occurrences GCP 8 co-occurrences Costs 8 co-occurrences Usage-Based Billing 8 co-occurrences

Where this tag comes from

Api tag45
Provider tag79
Openapi tag1
Openapi op tag1

Cohort brief

Auto-generated

The 96 providers in the APIs.io catalog tagged FinOps, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
96
of 97 on the roster
Mean Kin Score
34.1
+13.4 vs catalog 20.7
Mean Agent Readiness
19.2
+9.5 vs catalog 9.7
Spread
2–69.7
median 33.5 · σ 15.3
How the 96 split by band
Exemplar 1Strong 9Developing 26Thin 30Emerging 25Minimal 5
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 38.2 17.5 +20.7 96
Access Clarity 37 22.3 +14.7 96
Developer Ergonomics 32.1 17.9 +14.2 96
Discoverability 68.4 60.4 +8 96
Operational Transparency 17.8 11.3 +6.5 96
Contract Governance 12.5 6.4 +6.1 96

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) 24% 16% +8
MCP server (first-party) 14% 7% +7
Agent Skills 0% 0% 0
OAuth scopes 11% 9% +2
Security 99% 88% +11
Arazzo workflows 8% 2% +6
Governance rules 43% 13% +30

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 fal 69.7
  2. 2 Affinda 64.7
  3. 3 DoiT 64.7
  4. 4 Postman 64.5
  5. 5 AWS Braket 61.8
  6. 6 Edgee 59.4
  7. 7 Red Hat 59.1
  8. 8 CoreStack 57.2
  9. 9 Datadog 57.1
  10. 10 Soracom 55.8
Top by Agent Readiness
  1. 1 DoiT 74.4
  2. 2 Red Hat 52.3
  3. 3 Archera 51.3
  4. 4 CoreStack 50.9
  5. 5 Tigera 50.2
  6. 6 Stigg 42.4
  7. 7 Datadog 38.3
  8. 8 Paid 37.2
  9. 9 fal 36.6
  10. 10 Postman 36.5
This roster declares 97 members; 96 resolve to a provider in the catalog and 96 carry a score (100%). The figures above describe the scored members only.Generated from the catalog build of 25 August 2026, across 26891 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

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

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