niche · 0.1 market domain

Digital Twin

Score 17.6 / 100 43 providers +3 via APIs 7 APIs Search apis.io →

Providers using this tag (43)

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

Strong 3 Solid coverage with minor gaps
Developing 6 Usable, with meaningful gaps to close
Thin 5 Limited public surface area
Emerging 17 Early or largely undocumented
Minimal 12 Almost no public developer surface

APIs with this tag (7)

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
Developing 3 Usable, with meaningful gaps to close
Thin 2 Limited public surface area
Emerging 1 Early or largely undocumented

Companies reaching this through an API (3)

These companies publish an API, specification or operation carrying “Digital Twin” 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.

Eaton Hexagon Rockwell Automation

Score breakdown

Frequency
46.6
log-scaled weighted occurrences
Breadth
1.2
spread across providers
Quality lift
25.7
mean composite of providers using it
Cohesion
3.3
strength of nearest seed neighbor

Related tags

Reality Capture 5 co-occurrences Industrial IoT 7 co-occurrences Simulation 10 co-occurrences Industrial Automation 5 co-occurrences Asset Management 6 co-occurrences Construction 8 co-occurrences Industrial 5 co-occurrences Geospatial 7 co-occurrences

Where this tag comes from

Provider tag43
Api tag7

Cohort brief

Auto-generated

The 41 providers in the APIs.io catalog tagged Digital Twin, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
41
all scored
Mean Kin Score
23.4
-0.5 vs catalog 23.9
Mean Agent Readiness
9.5
-2.5 vs catalog 12
Spread
3.8–64.4
median 18.7 · σ 16.4
How the 41 split by band
Exemplar 0Strong 3Developing 6Thin 5Emerging 16Minimal 11
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 29.3 26.5 +2.8 41
Contract Governance 7.7 6.4 +1.3 41
Developer Ergonomics 21.9 23.4 -1.5 41
Discoverability 59.5 61.2 -1.7 41
Operational Transparency 11.5 14 -2.5 41
Contract Quality 17.2 19.8 -2.6 41

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) 0% 10% -10
MCP server (first-party) 10% 13% -3
Agent Skills 0% 0% 0
OAuth scopes 17% 11% +6
Security 100% 97% +3
Arazzo workflows 2% 2% 0
Governance rules 17% 14% +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 Cumulocity 64.4
  2. 2 Bentley Systems 62.7
  3. 3 Amazon IoT TwinMaker 55.2
  4. 4 Amazon SimSpace Weaver 49.8
  5. 5 Siemens MindSphere 43.1
  6. 6 Cosmo Tech 41.6
  7. 7 PassiveLogic 40.8
  8. 8 Cintoo 40.1
  9. 9 Cognite 39.9
  10. 10 MatterPort 37.4
Top by Agent Readiness
  1. 1 PassiveLogic 37.2
  2. 2 Amazon SimSpace Weaver 37.1
  3. 3 Cintoo 35.8
  4. 4 Cosmo Tech 31.1
  5. 5 Cognite 29.4
  6. 6 Siemens 28.4
  7. 7 Amazon IoT TwinMaker 28.1
  8. 8 Siemens MindSphere 28.1
  9. 9 Sight Machine 25.2
  10. 10 Bentley Systems 24.8
All 43 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 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

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

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

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

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