Simulation
Business capabilities this tag reaches
Cybersecurity Management 1
Variants seen in the corpus:
SimulationsSimulation
Providers using this tag (107)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Developing 8 Usable, with meaningful gaps to close
Thin 14 Limited public surface area
Emerging 37 Early or largely undocumented
Parallel DomainSimudyneMaxim AIWorldVizAdjuvo MotionKlang GamesFACTORY I/ONewtonMursionzSpaceTransfrHabitat LabInterplay LearningGeneral IntuitionSIMULIA (Dassault Systemes)Genesis AILecturioColibriHyperganicEvolveAppMoonLake AIBranchtrackCircuitLabApplied IntuitionHelm.aiNearaGamma TechnologiesLatobuynomicsPolaronCenosWaymoExperiential LabsImprobableLoft DynamicsOpen 3D FoundationHealth Scholars
Minimal 45 Almost no public developer surface
MachinationsWorld Golf TourUnitree RoboticsIntrinsic1QBitAaruBeyond MathThea EnergyCOMSOLPhysicsx2Eyes VisionPraxis LabsGeopipeRiiicoSimileArc SimulationsTurbineZeromatterEntalpicDrone Racing LeagueGenerative EngineeringSimrThird Dimension AIWaabiPax HistoriaFlexionAuxosVsimAris MachinaOne RobotInviscid AIFern BotOdyssey AiVisualLogixdigitalsurgeryNPcoAtrisaConcurrent Real-TimeCongruentVision SpaceTraderionVR MotionAmazon RoboMakerAmazon SimSpace WeaverPathmind
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 →
Strong 6 Solid coverage with minor gaps
Amigo Simulation APIThe Simulation API from Amigo — 17 operation(s) for simulation.Amigo Simulations APIThe Simulations API from Amigo — 33 operation(s) for simulations.Revolut Simulations APIThe Simulations API is only available in the Sandbox environment. It lets you simulate certain events that ...qsimqsim is a high-performance C++ state-vector simulator with a Python (qsimcirq) binding that plugs directly ...Coval Simulations APILaunch and manage individual simulation executionsBluejay Simulations APIThe Simulations API from Bluejay — 3 operation(s) for simulations.
Developing 15 Usable, with meaningful gaps to close
Accrue Savings Simulations APISimulations are used to simulate payments authorizations and captures for Card Rails (Virtual Debit Cards).Sweep Simulation APIThe Simulation API from Sweep — 2 operation(s) for simulation.Riot Simulation APIProvides data about phishing campaigns, corresponding attacks and related events.A7 Analytics Platform - Auction Simulation APISimulate Xetra auctions against historical order book data on the A7 Analytics Platform.Picus Security Simulations APIThe Simulations API from Picus Security — 4 operation(s) for simulations.SandboxAQ MCP ServerA fully managed, per-tenant Model Context Protocol server that exposes SandboxAQ's proprietary scientific A...Upward Financial Simulations APIThe simulations API from Upward Financial — 3 operation(s) for simulations.Bond Simulation (Sandbox) APISandbox-only endpoints for deterministically testing banking flows before going live — simulate a card tran...Increase Simulations APIThe Simulations API from Increase — 48 operation(s) for simulations.Wayflyer Simulation APIThe Simulation API from Wayflyer — 1 operation(s) for simulation.Slope Simulation APIThe Simulation API from Slope — 7 operation(s) for simulation.3DEXPERIENCE Manufacturing Process Web ServicesREST API for managing manufacturing processes, process plans, and operations on the 3DEXPERIENCE platform, ...Kelvin Simulations APIThe Simulations API from Kelvin — 2 operation(s) for simulations.Cashfree Payments Simulation APICollection of APIs to handle simulation.Wise Simulation APIUse these endpoints to simulate key actions in the sandbox environment, including transfer state changes, b...
Thin 14 Limited public surface area
Lorum Simulation APIThe Simulation API from Lorum — 4 operation(s) for simulation.SimScale Simulations APISimulation setup and configurationCoval Simulations APIInspect individual simulation results.SimSpace Platform APIThe SimSpace Portal Suite platform API. SimSpace describes the cyber range platform as built API-first, giv...AI HabitatAI Habitat simulation framework for embodied AI research, including Habitat-Sim (high-performance 3D simula...Deltakit Cloud APIBearer-token cloud service backing the Deltakit SDK. Exposes the compute-heavy and proprietary parts of the...A2APark A2A AgentThe Park's agent-to-agent surface: an anonymous A2A 0.3.0 JSON-RPC endpoint whose single method, message/se...AspenTech Aspen ONE APIAspenTech provides process optimization and simulation software for energy, chemicals, and manufacturing in...Lead Bank Simulation APIThe Simulation API from Lead Bank — 11 operation(s) for simulation.Tenderly REST APICore REST API for managing Tenderly projects including smart contract simulations, alerts, Web3 Actions, co...Tenderly Simulation APIDry-run Ethereum and EVM transactions before execution to preview outcomes including asset and balance chan...Alchemy Simulation APIREST/JSON-RPC API for simulating transactions and asset changes before broadcasting.Resolver CloudResolver is Realtime Robotics' cloud optimisation application, reached at app.resolver.rtr.ai (global) and ...Hoverfly Simulation APIManage simulation request-response pairs and metadata.
Emerging 14 Early or largely undocumented
Rockwell Automation Emulate3D APIEmulate3D Core API provides programmatic access to 3D simulation and digital twin capabilities for factory ...Thunes Simulation APIThe Simulation API from Thunes — 3 operation(s) for simulation.Meow Simulations APITrigger simulated events — inbound transfers, card authorizations, application approval — to test integrati...FACTORY I/O Web APIThe web server in Factory I/O exposes a REST API for reading and writing simulation values from external cl...Maya Bifrost APIBifrost is Maya's visual programming environment for creating simulation and procedural effects. It provide...Pendle Router Static (On-chain Helper)RouterStatic is an on-chain read-only helper contract that exposes simulation and quoting functions used by...Newton Physics EngineNewton is a Python library and physics simulation engine. It is consumed programmatically via Python (not a...SeleneSelene is Quantinuum's plugin-extensible emulator for hybrid quantum computation. It simulates the behavior...ABB RobotStudio SDKThe RobotStudio SDK enables developers to build custom applications, Add-Ins, and SmartComponents that exte...Habitat LabHabitat Lab provides an overview of Habitat 2.0 with documentation, quickstart code, and reproducing benchm...Pasqal Emulators (EMU-MPS, EMU-SV)Pasqal's PyTorch-based GPU-accelerated emulator monorepo housing EMU-MPS (matrix-product-state emulator for...Breathe Simulate APIAPI-delivered battery simulation service for predicting performance and degradation with validated physics-...MoonLake AI Generation APIHosted generation API that turns a prompt and optional reference images or video into physically accurate, ...Open 3D Foundation APIProgrammatic access to O3DE engine APIs, 3D rendering tools, and game development resources.
Companies reaching this through an API (32)
These companies publish an API, specification or operation carrying “Simulation” 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.
ABB Robotics
Accrue Savings
Alchemy
Amigo
AspenTech
Autodesk Maya
Bond
Breathe Battery Technologies
Cashfree Payments
Dassault Systèmes
Deutsche Börse
Google Quantum AI
Grubhub
Hoverfly
Increase
Kelvin
Lead Bank
Lorum
Meow
Pasqal
Pendle Finance
Picus Security
Quantinuum
Revolut
Riot
Rockwell Automation
Slope
Sweep
Thunes
Upward Financial
Wayflyer
Wise
Score breakdown
Frequency
61.8
log-scaled weighted occurrences
Breadth
2.8
spread across providers
Quality lift
21.7
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Where this tag sits
108 providers carry this tag directly, and 109 counting the 1 narrower tag below — 2 more to reach.
Related tags
Engineering 14 co-occurrences
Digital Twin 12 co-occurrences
CAE 8 co-occurrences
Embodied AI 8 co-occurrences
Virtual Reality 9 co-occurrences
Robotics 26 co-occurrences
World Models 6 co-occurrences
Optimization 7 co-occurrences
Where this tag comes from
Provider tag108
Api tag50
Openapi tag15
Openapi op tag65
Cohort brief
Auto-generatedThe 104 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
104
of 108 in the catalog
Mean Kin Score
18.1
-4.8 vs catalog 22.9
Mean Agent Readiness
7.8
-4.1 vs catalog 11.9
Spread
0–60
median 12.9 · σ 14.6
How the 104 split by band
Exemplar 0Strong 1Developing 10Thin 14Emerging 37Minimal 42
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 21.3 | 23.2 | -1.9 | 104 |
| Discoverability | 55.4 | 58.1 | -2.7 | 104 |
| Contract Governance | 2.8 | 6.3 | -3.5 | 104 |
| Access Clarity | 23 | 26.5 | -3.5 | 104 |
| Operational Transparency | 9 | 13.7 | -4.7 | 104 |
| Contract Quality | 8.6 | 17.6 | -9 | 104 |
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
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 13% | 14% | -1 |
| MCP server (first-party) | 11% | 12% | -1 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 9% | 11% | -2 |
| Security | 99% | 98% | +1 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 5% | 14% | -9 |
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
Top by Agent Readiness
- 1 Coval 59.8
- 2 Terabase Energy 58.9
- 3 Optilogic 54.9
- 4 Synthflow 54
- 5 Scorecard 48.7
- 6 Bluejay 38.6
- 7 ADRO 36.3
- 8 AgiBot 35.8
- 9 Cosmo Tech 29
- 10 FACTORY I/O 28.1
All 108 members of this roster resolve to a provider in the
catalog; 104 carry a score (96%).
The figures above describe the scored members only.
Coverage caveat. 100 of 104 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.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.
Coverage caveat. 100 of 104 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.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.