emerging · 2.2

Simulation

Score 21.0 / 100 116 providers 35 APIs Search apis.io →
Variants seen in the corpus: Simulationsimulation

Providers using this tag (116)

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

Exemplar 1 Complete, well-documented, and agent-ready
PlaidFinancialFintechOpen BankingBank Accounts71 APIs68.7
Strong 4 Solid coverage with minor gaps
DwollaPaymentsACHBank TransfersFintech19 APIs61.8AmigoCompanyArtificial IntelligenceHealthcareAI Agents2 APIs58.8Google Quantum AIQuantum ComputingQuantumHardwareNISQ1 API58.7Terabase EnergySolarrenewable-energyenergy-modelingutility-scale-solar2 APIs58.3
Developing 18 Usable, with meaningful gaps to close
CovalCompanyAI AgentsVoice AITesting20 APIs53.9Deutsche BörseFinancialMarket DataStocksDerivatives12 APIs51.8Amazon SimSpace WeaverDefenseDigital TwinSpatial Simulation1 API51.2BondCompanyUnited StatesBanking as a ServiceEmbedded Finance9 APIs50.8ScorecardCompanyArtificial IntelligenceAgentsEvaluation1 API49.2RiotCybersecuritysecurity-awarenesshuman-risk-managementphishing-simulation2 APIs47.7SandboxAQCompanyArtificial IntelligenceSecurityCryptography1 API47.1Amazon RoboMakerRobotics1 API46.9WayflyerCompanyE-CommerceFintechEmbedded Finance2 APIs46.6BluejayCompanyArtificial IntelligenceAI AgentsVoice AI1 API45.8SlopeCompanyFintechPaymentsEmbedded Finance1 API45.8AgiBotCompanyRoboticsHumanoid RobotsEmbodied AI3 APIs44.6Dassault Systèmes3DEXPERIENCEPLMProduct Lifecycle ManagementCAD1 API43.2Cashfree PaymentsPaymentsPayoutsUPIIndia3 APIs41.6Cosmo TechCompanyDigital TwinArtificial Intelligence7 APIs41.2LorumCompanyFintechPaymentsBanking1 API39.9Fifth Third BancorpBankingUnited StatesEmbedded FinanceBanking as a Service1 API39.8Polymath RoboticsRoboticsAutonomyIndustrial VehiclesOff-Highway1 API39.3
Thin 17 Limited public surface area
SimScaleCAECFDFEA1 API37.4CovalArtificial IntelligenceAgentsVoice AI1 API35.9AspenTechIndustrial IoTProcess OptimizationManufacturingEnergy1 API35.4Cove.ToolCompanyBuilding PerformanceEnergy ModelingDaylight Analysis4 APIs35.4WisePaymentsFXCross-BorderBanking1 API35.3Rockwell AutomationIndustrial AutomationManufacturingPLCSCADA5 APIs34.9Lead BankBankingSponsor BankEmbedded FinanceBanking as a Service1 API34.6AI HabitatArtificial IntelligenceEmbodied AIRobotics1 API34.1LabsterCompanyEducationEdTechVirtual Labs33.3TenderlyWeb3BlockchainSmart ContractsEthereum6 APIs32.9RescaleCompanyHigh Performance ComputingCloud2 APIs32.5Riverlanequantum-computingquantum-error-correctionDecodersscientific-computing1 API31.9AlchemyWeb3BlockchainRPCNFT12 APIs30.9PathmindCompanyArtificial IntelligenceMachine-LearningReinforcement Learning1 API30.0AnsysEngineeringCAECFD2 APIs29.4Autodesk Maya3D GraphicsAnimationGame DevelopmentModeling5 APIs28.2HoverflyMockingTesting1 API27.5
Emerging 39 Early or largely undocumented
SimudyneCompanyAgent-Based ModelingSynthetic Data1 API25.9Maxim AIArtificial IntelligenceLLMAgentsObservability1 API25.8Parallel DomainCompanyArtificial IntelligenceSynthetic Data25.8NewtonArtificial IntelligenceLinux FoundationPhysics1 API24.5Pendle FinanceDeFiYield TradingYield StrippingPrincipal Tokens9 APIs24.3ThunesFintechCross-BorderPaymentsFX1 API23.9QuantinuumQuantum ComputingTrapped IonQuantum HardwareQuantum Software9 APIs22.1Habitat LabArtificial IntelligenceEmbodied AIResearchRobotics1 API21.6Klang GamesCompanyConsumerGamingGame Development1 API21.2ABB RoboticsRoboticsIndustrial RoboticsIndustrial AutomationManufacturing4 APIs20.2Interplay LearningCompanyEdtechSkilled TradesTraining19.7PasqalQuantum ComputingNeutral AtomQuantumQPU8 APIs19.5Breathe Battery TechnologiesCompanyBatteryBattery SimulationElectric Vehicles1 API18.7SIMULIA (Dassault Systemes)FEACFDElectromagnetics5 APIs18.0LecturioCompanyAi Enterprise SoftwareEducationEdTech17.9Genesis AICompanyEnterprise; AiRoboticsArtificial Intelligence17.7ColibriCompanyQuantum ComputingDeep TechSDK17.0General IntuitionCompanyArtificial IntelligenceMachine-LearningFoundation Models16.8HyperganicCompanyDeep TechAdditive Manufacturing3D Printing15.4NtopologyCompanyEngineeringComputational DesignGenerative Design14.7MoonLake AICompanyArtificial IntelligenceWorld Models1 API14.5CircuitLabCompanyElectronicsCircuit SimulationSchematic Capture14.4WaymoAutonomous VehiclesSelf-DrivingRobotaxiRide-Hailing14.3buynomicsCompanyRevenue Growth ManagementPricingPricing Optimization13.3Gamma TechnologiesCompanyEngineering SoftwareCAE13.3NearaCompanyUtilitiesEnergyDigital Twin13.3Applied IntuitionCompanyAutonomyPhysical AIAutonomous Vehicles13.1PolaronCompanyMaterials ScienceArtificial IntelligenceMachine-Learning13.0CenosCompanyEngineeringElectromagnetics12.6MachinationsCompanyGame DesignGame Economy12.5LatoCompanyArtificial IntelligenceAgentsMarket Research12.3Open 3D Foundation3D EngineGamingLinux Foundation1 API12.3General IntuitionCompanyArtificial IntelligenceWorld ModelsAI Agents12.2ImprobableCompanyVenture BuilderMetaverseGaming11.9Loft DynamicsCompanyInfrastructureAviationFlight Simulation11.9World Golf TourCompanyGolfGamingSports11.4IntrinsicIndustrial RoboticsRoboticsAutomationManufacturing11.3COMSOLMultiphysicsEngineeringCAE11.1Beyond MathCompanyArtificial IntelligencePhysics SimulationMachine-Learning11.0
Minimal 37 Almost no public developer surface
1QBitCompanyQuantum ComputingOptimizationMachine-Learning10.8Unitree RoboticsRoboticsQuadruped RobotsHumanoid RobotsRobot Dog10.3Thea EnergyCompanyEnergyFusion EnergyNuclear Fusion10.0Praxis LabsCompanyLearningLeadership DevelopmentCorporate Training9.5AaruCompanyArtificial IntelligencePrediction9.4GeopipeCompany3DDigital TwinsGeospatial9.3PhysicsxCompanyArtificial IntelligenceMachine-LearningEngineering8.7Generative EngineeringCompanyEngineering ServicesGenerative Design8.5SimrCompanySimOpsSimulation Operations8.5RiiicoCompanyManufacturingDigital Twin3D8.4SimileCompanyAi AppsHuman Behavior8.3Arc SimulationsCompanySportsSports TechnologyCricket8.1EntalpicCompanyArtificial IntelligenceMaterials ScienceChemistry8.1ZeromatterCompanyDeep TechAutonomy8.1Drone Racing LeagueCompanySportsEsportsDrones7.8FlexionCompanyArtificial IntelligenceRoboticsHumanoid Robots7.6Third Dimension AICompanyArtificial Intelligence3D7.6WaabiCompanyArtificial IntelligenceAutonomous VehiclesSelf Driving7.6Pax HistoriaCompanyGamesGamingAlternate History7.4TurbineCompanyHealthcareBiotechnologyDrug Discovery7.0VsimCompanyArtificial IntelligenceRoboticsPhysics Simulation6.7AuxosCompanyMarket ResearchCustomer ResearchArtificial Intelligence6.3One RobotCompanyRoboticsArtificial Intelligence6.0Aris MachinaCompanyArtificial IntelligenceManufacturingIndustrial5.7Odyssey AiCompanyArtificial IntelligenceWorld ModelsGenerative AI5.5Experiential LabsCompanyArtificial IntelligenceMachine-LearningWorld Models5.3AtrisaCompanyAnalog Circuit DesignEDASemiconductors5.0Concurrent Real-TimeCompanyReal-Time ComputingEmbedded SystemsLinux5.0CongruentCompanyRadarAutonomous VehiclesSelf-Driving Cars5.0Fern BotCompanyRoboticsPhysical AIReinforcement Learning5.0Vision Space Inc.CompanyRoboticsDigital Twin5.0VisualLogixCompanyCADComputer-Aided Design5.0VR MotionCompanyVirtual RealityTraining5.0Inviscid AICompanyArtificial IntelligenceDigital Twin3.8digitalsurgeryCompanySurgeryHealthcareArtificial Intelligence3.3NPcoCompanyIndustrial, Energy & IotArtificial IntelligencePhysics Simulation3.3TraderionCompanyFintechTradingTraining2.0

APIs with this tag (32)

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 3 Solid coverage with minor gaps
Dwolla sandbox simulations APISandbox-only operations for simulating processing of bank transfers61.8Amigo Simulation APIThe Simulation API from Amigo — 17 operation(s) for simulation.58.8qsimqsim is a high-performance C++ state-vector simulator with a Python (qsimcirq) binding that plugs directly ...58.7
Developing 9 Usable, with meaningful gaps to close
A7 Analytics Platform - Auction Simulation APISimulate Xetra auctions against historical order book data on the A7 Analytics Platform.51.8Bond Simulation (Sandbox) APISandbox-only endpoints for deterministically testing banking flows before going live — simulate a card tran...50.8Riot Simulation APIProvides data about phishing campaigns, corresponding attacks and related events.47.7SandboxAQ MCP ServerA fully managed, per-tenant Model Context Protocol server that exposes SandboxAQ's proprietary scientific A...47.1Wayflyer Simulation APIThe Simulation API from Wayflyer — 1 operation(s) for simulation.46.6Slope Simulation APIThe Simulation API from Slope — 7 operation(s) for simulation.45.83DEXPERIENCE Manufacturing Process Web ServicesREST API for managing manufacturing processes, process plans, and operations on the 3DEXPERIENCE platform, ...43.2Cashfree Payments Simulation APICollection of APIs to handle simulation.41.6Lorum Simulation APIThe Simulation API from Lorum — 4 operation(s) for simulation.39.9
Thin 10 Limited public surface area
AspenTech aspenONE APIAspenTech provides process optimization and simulation software for energy, chemicals, and manufacturing in...35.4Wise simulation APIUse these endpoints to simulate key actions in the sandbox environment, including transfer state changes, b...35.3Rockwell Automation Emulate3D APIEmulate3D Core API provides programmatic access to 3D simulation and digital twin capabilities for factory ...34.9Lead Bank Simulation APIThe Simulation API from Lead Bank — 11 operation(s) for simulation.34.6AI HabitatAI Habitat simulation framework for embodied AI research, including Habitat-Sim (high-performance 3D simula...34.1Tenderly Simulation APIDry-run Ethereum and EVM transactions before execution to preview outcomes including asset and balance chan...32.9Deltakit Cloud APIBearer-token cloud service backing the Deltakit SDK. Exposes the compute-heavy and proprietary parts of the...31.9Alchemy Simulation APIREST/JSON-RPC API for simulating transactions and asset changes before broadcasting.30.9Maya Bifrost APIBifrost is Maya's visual programming environment for creating simulation and procedural effects. It provide...28.2Hoverfly Simulation APIManage simulation request-response pairs and metadata.27.5
Emerging 10 Early or largely undocumented
Newton Physics EngineNewton is a Python library and physics simulation engine. It is consumed programmatically via Python (not a...24.5Pendle Router Static (On-chain Helper)RouterStatic is an on-chain read-only helper contract that exposes simulation and quoting functions used by...24.3Thunes Simulation APIThe Simulation API from Thunes — 3 operation(s) for simulation.23.9SeleneSelene is Quantinuum's plugin-extensible emulator for hybrid quantum computation. It simulates the behavior...22.1Habitat LabHabitat Lab provides an overview of Habitat 2.0 with documentation, quickstart code, and reproducing benchm...21.6ABB RobotStudio SDKThe RobotStudio SDK enables developers to build custom applications, Add-Ins, and SmartComponents that exte...20.2Pasqal Emulators (EMU-MPS, EMU-SV)Pasqal's PyTorch-based GPU-accelerated emulator monorepo housing EMU-MPS (matrix-product-state emulator for...19.5Breathe Simulate APIAPI-delivered battery simulation service for predicting performance and degradation with validated physics-...18.7MoonLake AI Generation APIHosted generation API that turns a prompt and optional reference images or video into physically accurate, ...14.5Open 3D Foundation APIProgrammatic access to O3DE engine APIs, 3D rendering tools, and game development resources.12.3

Score breakdown

Frequency
59.5
log-scaled weighted occurrences
Breadth
3.2
spread across providers
Quality lift
26.5
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Engineering 13 co-occurrences CAE 8 co-occurrences Digital Twin 9 co-occurrences Embodied AI 8 co-occurrences World Models 7 co-occurrences Robotics 24 co-occurrences Simulations 6 co-occurrences Reinforcement Learning 6 co-occurrences

Where this tag comes from

Provider tag90
Api tag35
Openapi tag10
Openapi op tag55

Cohort brief

Auto-generated

The 116 providers in the APIs.io catalog tagged Simulation, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
116
all scored
Mean Kin Score
22.1
+1.4 vs catalog 20.7
Mean Agent Readiness
10.7
+1.0 vs catalog 9.7
Spread
1.2–68.2
median 14.6 · σ 16.8
How the 116 split by band
Exemplar 1Strong 6Developing 16Thin 13Emerging 42Minimal 38
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 24 17.9 +6.1 116
Discoverability 61.4 60.4 +1 116
Contract Quality 17.8 17.5 +0.3 116
Operational Transparency 11.3 11.3 0 116
Access Clarity 22.3 22.3 0 116
Contract Governance 5.5 6.4 -0.9 116

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) 16% 16% 0
MCP server (first-party) 9% 7% +2
Agent Skills 0% 0% 0
OAuth scopes 6% 9% -3
Security 95% 88% +7
Arazzo workflows 1% 2% -1
Governance rules 10% 13% -3

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 Plaid 68.2
  2. 2 Amigo 63.8
  3. 3 Dwolla 62.6
  4. 4 Terabase Energy 61
  5. 5 Google Quantum AI 59.3
  6. 6 Coval 55.3
  7. 7 Deutsche Börse 54.4
  8. 8 Scorecard 51.2
  9. 9 Riot 50.7
  10. 10 Bluejay 49.8
Top by Agent Readiness
  1. 1 Terabase Energy 60.6
  2. 2 Dwolla 48.6
  3. 3 Lorum 44.8
  4. 4 Coval 43.6
  5. 5 Amigo 43.5
  6. 6 AgiBot 43.2
  7. 7 Wise 42.4
  8. 8 Scorecard 41.2
  9. 9 Fifth Third Bancorp 39.4
  10. 10 Lead Bank 38.8
All 116 members of this roster resolve to a scored provider in the catalog.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.

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  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
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Call it yourself

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

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