Simulation
Business capabilities this tag reaches
Cybersecurity Management 1
Variants seen in the corpus:
SimulationsSimulation
Providers using this tag (109)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 1 Complete, well-documented, and agent-ready
Strong 5 Solid coverage with minor gaps
Developing 7 Usable, with meaningful gaps to close
Thin 13 Limited public surface area
Emerging 45 Early or largely undocumented
SimudyneWorldVizFACTORY I/OTransfrAnsysInterplay LearningBranchtrackMoonLake AIHabitat LabCircuitLabParadox InteractiveSIMULIA (Dassault Systemes)Health ScholarsGamma TechnologiesLoft DynamicsBeyond MathCenosImprobableLatoAaruOpen 3D FoundationCognatazSpaceMursionnTopKlang GamesAris MachinaLecturioApplied IntuitionGenesis AIEvolveAppGeneral IntuitionHyperganicIntrinsicMachinationsNearaPolaronColibriWaymoUnitree RoboticsExperiential LabsHelm.aiNewtonbuynomicsPraxis Labs
Minimal 38 Almost no public developer surface
World Golf TourArc SimulationsCOMSOLEntalpicZeromatterSimrThird Dimension AISimilePax HistoriaInviscid AIOne RobotVsimVisualLogixNPcoCongruentOdyssey AiVision SpaceVR MotionAmazon SimSpace WeaverPathmindThea Energy1QBitDrone Racing LeagueGeopipeRiiicoPhysicsx2Eyes VisionTurbineGenerative EngineeringWaabiAuxosFlexionFern BotdigitalsurgeryAtrisaConcurrent Real-TimeTraderionAmazon RoboMaker
APIs with this tag (54)
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 5 Complete, well-documented, and agent-ready
Amigo Simulation APIThe Simulation API from Amigo — 17 operation(s) for simulation.Amigo Simulations APIThe Simulations API from Amigo — 33 operation(s) for simulations.AxonFlow Simulation APIPolicy simulation, impact reports, and conflict detection. **Evaluation tier and above.**Revolut Simulations APIThe Simulations API is only available in the Sandbox environment. It lets you simulate certain events that ...Synthflow Simulations APIThe Simulations API from Synthflow — 4 operation(s) for simulations.
Strong 6 Solid coverage with minor gaps
Coval Simulations APILaunch and manage individual simulation executionsRiot Simulation APIProvides data about phishing campaigns, corresponding attacks and related events.Bond Simulation (Sandbox) APISandbox-only endpoints for deterministically testing banking flows before going live — simulate a card tran...Bluejay Simulations APIThe Simulations API from Bluejay — 3 operation(s) for simulations.Picus Security Simulations APIThe Simulations API from Picus Security — 4 operation(s) for simulations.qsimqsim is a high-performance C++ state-vector simulator with a Python (qsimcirq) binding that plugs directly ...
Developing 14 Usable, with meaningful gaps to close
Sweep Simulation APIThe Simulation API from Sweep — 2 operation(s) for simulation.Accrue Savings Simulations APISimulations are used to simulate payments authorizations and captures for Card Rails (Virtual Debit Cards).Wayflyer Simulation APIThe Simulation API from Wayflyer — 1 operation(s) for simulation.A7 Analytics Platform - Auction Simulation APISimulate Xetra auctions against historical order book data on the A7 Analytics Platform.Increase Simulations APIThe Simulations API from Increase — 48 operation(s) for simulations.Rockwell Automation Emulate3D APIEmulate3D Core API provides programmatic access to 3D simulation and digital twin capabilities for factory ...Slope Simulation APIThe Simulation API from Slope — 7 operation(s) for simulation.Finmid Simulation APIThe Simulation API from Finmid — 17 operation(s) for simulation.SandboxAQ MCP ServerA fully managed, per-tenant Model Context Protocol server that exposes SandboxAQ's proprietary scientific A...Treezor Simulation APIThe Simulation API from Treezor — 1 operation(s) for simulation.Upward Financial Simulations APIThe simulations API from Upward Financial — 3 operation(s) for simulations.SimScale Simulations APISimulation setup and configurationLorum Simulation APIThe Simulation API from Lorum — 4 operation(s) for simulation.Kelvin Simulations APIThe Simulations API from Kelvin — 2 operation(s) for simulations.
Thin 17 Limited public surface area
Wise Simulation APIUse these endpoints to simulate key actions in the sandbox environment, including transfer state changes, b...3DEXPERIENCE Manufacturing Process Web ServicesREST API for managing manufacturing processes, process plans, and operations on the 3DEXPERIENCE platform, ...Cashfree Payments Simulation APICollection of APIs to handle simulation.A2APark A2A AgentThe Park's agent-to-agent surface: an anonymous A2A 0.3.0 JSON-RPC endpoint whose single method, message/se...SimSpace Platform APIThe SimSpace Portal Suite platform API. SimSpace describes the cyber range platform as built API-first, giv...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...AspenTech Aspen ONE APIAspenTech provides process optimization and simulation software for energy, chemicals, and manufacturing in...Coval Simulations APIInspect individual simulation results.Alchemy Simulation APIREST/JSON-RPC API for simulating transactions and asset changes before broadcasting.Pasqal Emulators (EMU-MPS, EMU-SV)Pasqal's PyTorch-based GPU-accelerated emulator monorepo housing EMU-MPS (matrix-product-state emulator for...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...Breathe Simulate APIAPI-delivered battery simulation service for predicting performance and degradation with validated physics-...Resolver CloudResolver is Realtime Robotics' cloud optimisation application, reached at app.resolver.rtr.ai (global) and ...Pendle Router Static (On-chain Helper)RouterStatic is an on-chain read-only helper contract that exposes simulation and quoting functions used by...Lead Bank Simulation APIThe Simulation API from Lead Bank — 11 operation(s) for simulation.
Emerging 12 Early or largely undocumented
Capillary Technologies Simulation APIThe Simulation API from Capillary Technologies — 1 operation(s) for simulation.ABB RobotStudio SDKThe RobotStudio SDK enables developers to build custom applications, Add-Ins, and SmartComponents that exte...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...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...SeleneSelene is Quantinuum's plugin-extensible emulator for hybrid quantum computation. It simulates the behavior...Hoverfly Simulation APIManage simulation request-response pairs and metadata.MoonLake AI Generation APIHosted generation API that turns a prompt and optional reference images or video into physically accurate, ...Habitat LabHabitat Lab provides an overview of Habitat 2.0 with documentation, quickstart code, and reproducing benchm...Newton Physics EngineNewton is a Python library and physics simulation engine. It is consumed programmatically via Python (not a...Open 3D Foundation APIProgrammatic access to O3DE engine APIs, 3D rendering tools, and game development resources.
Companies reaching this through an API (35)
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
AxonFlow
Bluejay
Bond
Breathe Battery Technologies
Capillary Technologies
Cashfree Payments
Dassault Systèmes
Deutsche Börse
Finmid
Google Quantum AI
Hoverfly
Increase
Kelvin
Lead Bank
Lorum
Meow
Pasqal
Pendle Finance
Picus Security
Quantinuum
Revolut
Riot
Slope
Sweep
Thunes
Treezor
Upward Financial
Wayflyer
Wise
Score breakdown
Frequency
61.9
log-scaled weighted occurrences
Breadth
2.6
spread across providers
Quality lift
19.5
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Where this tag sits
109 providers carry this tag directly, and 111 counting the 1 narrower tag below — 2 more to reach.
Related tags
Engineering 14 co-occurrences
Digital Twin 11 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
Quantum Computing 7 co-occurrences
Where this tag comes from
Provider tag110
Api tag56
Openapi tag20
Openapi op tag76
Markets provisional
Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.
| Market | Share of the market's providers |
|---|---|
| Engineering CAD, CAE and PLM | 21% |
Cohort brief
Auto-generatedThe 105 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
105
of 109 in the catalog
Mean Kin Score
even vs catalog
Mean Agent Readiness
7.8
-4.2 vs catalog 12
Spread
–
median · σ
How the 105 split by band
Exemplar 0Strong 3Developing 8Thin 13Emerging 40Minimal 41
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Access Clarity | 23.5 | 23.9 | -0.4 | 105 |
| Developer Ergonomics | 21 | 23.2 | -2.2 | 105 |
| Discoverability | 55.3 | 57.9 | -2.6 | 105 |
| Contract Governance | 3 | 6.5 | -3.5 | 105 |
| Operational Transparency | 8.9 | 13 | -4.1 | 105 |
| Contract Quality | 8.3 | 17.2 | -8.9 | 105 |
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) | 14% | 13% | +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 | 7% | 16% | -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
- 1 Scorecard
- 2 Synthflow
- 3 Coval
- 4 Terabase Energy
- 5 AgiBot
- 6 QC Ware
- 7 SandboxAQ
- 8 Optilogic
- 9 PVcase
- 10 Cosmo Tech
Top by Agent Readiness
- 1 Coval {"score" => 60.7, "band" => "agent-ready"}
- 2 Terabase Energy {"score" => 57.8, "band" => "agent-ready"}
- 3 Optilogic {"score" => 55.6, "band" => "agent-ready"}
- 4 Synthflow {"score" => 54.9, "band" => "agent-ready"}
- 5 Scorecard {"score" => 49.8, "band" => "agent-ready"}
- 6 ADRO {"score" => 49.6, "band" => "agent-native"}
- 7 AgiBot {"score" => 35.8, "band" => "agent-ready"}
- 8 Tenderly {"score" => 30.2, "band" => "agent-ready"}
- 9 QC Ware {"score" => 29.9, "band" => "agent-ready"}
- 10 SandboxAQ {"score" => 29.6, "band" => "agent-ready"}
All 109 members of this roster resolve to a provider in the
catalog; 105 carry a score (96%).
The figures above describe the scored members only.
Coverage caveat. 101 of 105 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 31 October 2026, across 31983 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. 101 of 105 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 31 October 2026, across 31983 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.