emerging · 0.0 capabilitymarket resourceindustry

Training

Score 23.0 / 100 97 providers +35 via APIs 43 APIs Search apis.io →
Variants seen in the corpus: Trainingtraining

Providers using this tag (97)

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

Exemplar 3 Complete, well-documented, and agent-ready
Strong 8 Solid coverage with minor gaps
Developing 17 Usable, with meaningful gaps to close
Thin 12 Limited public surface area
Emerging 29 Early or largely undocumented
ISNCompanyContractor ManagementSupplier ManagementHealth Safety and Environment1 API25.6EnvisagenowCompanyPublic SafetyCompliance25.4Adjuvo MotionHapticsVirtual RealityExtended RealityRobotics1 API24.7WorldVizVirtual RealityAugmented RealitySimulationResearch23.7TransfrCompanyEducationWorkforce DevelopmentVirtual Reality20.8Interplay LearningCompanyEdTechSkilled Trades19.7DeepHowCompanyArtificial IntelligenceManufacturingKnowledge-Management19.3CovalentCompanyWorkforce OperationsManufacturingAerospace and Defense1 API17.7DelightreeCompanyProductivityFranchise ManagementFranchise Operations17.3GuiddeCompanyDocumentationVideoDigital Adoption17.3MultiverseCompanyEdTechEducationApprenticeships15.7CoachupCompanySportsCoachingMarketplace15.6Ulysses (Kaminashi)CompanySoftware-as-a-ServiceFrontline OperationsManufacturing15.5BranchtrackCompanyE-LearningLearning and DevelopmentInstructional Design14.9InklingCompanyHR TechLearning14.7GnowbeCompanyLearningMicrolearning14.5IncluyemeCompanyDisability InclusionEmploymentRecruiting14.0doinstructCompanySoftware-as-a-ServiceCompliance13.0ManaraCompanyEducationUpskilling13.0TOCA FootballCompanySportsSoccerSports Technology13.0Ethos SystemsCompanyLearningReadiness12.6LabLabeeCompanyTelecommunicationsNetwork Automation12.5AbleSkyCompanyEducationE-LearningOnline Courses12.4Life is TechCompanyEducationEdTechLearning12.0Health ScholarsCompanySimulationVirtual Reality11.6DraxonCompanyAi Enterprise SoftwareVirtual Reality11.5Holberton SchoolCompanyConsumerEducationSoftware Engineering11.5La SoliveCompanyClimateEducation11.1Poker SkillCompanyConsumerPokerGaming11.1
Minimal 28 Almost no public developer surface

APIs with this tag (43)

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 2 Complete, well-documented, and agent-ready
Strong 4 Solid coverage with minor gaps
Developing 22 Usable, with meaningful gaps to close
Replicate Training APIThe Training API from Replicate — 2 operation(s) for training.53.9Mistral AI Fine-Tuning APIFine-tuning API for customizing Mistral models on your own datasets, supporting text, vision, and classifie...52.3HR Partner Training APIRead employee training and course completion records.51.8Factorial Trainings APIManage training programs and training classes, expanded in v2026-04-01 with new class-level capabilities.51.3TalentLMS APIJSON REST API for TalentLMS, scoped to a per-tenant subdomain (https://{domain}.talentlms.com/api/v1/). Man...51.1Simplismart Training APILLM/VLM model training endpoints51.0iSpring Learn training APITraining operations50.2Lambda 1-Click ClustersLambda 1-Click Clusters provision interconnected clusters of 16 to 2,000+ NVIDIA H100 SXM or B200 GPUs for ...49.5KolayIK Training APIThe Training API from KolayIK — 5 operation(s) for training.48.3Akkio Training APIThe Training API from Akkio — 3 operation(s) for training.47.5TensorWave Training APIMegatron-LM training jobs, chunked dataset upload, checkpoints and Hugging Face publishing.46.9Georgia Tech SUMS REST APIThe Shared User Management System (SUMS) REST API, operated by Georgia Tech at sums.gatech.edu to manage re...46.8CodeProject Training APICustom YOLO dataset and model training lifecycle.45.9Qualio Training APIThe Training API from Qualio — 2 operation(s) for training.45.5ServiceChannel Training APIThe Training API from ServiceChannel — 1 operation(s) for training.45.2Secure Code Warrior Training APIThe Training API from Secure Code Warrior — 5 operation(s) for training.44.2Prior Labs Training APIThe Training API from Prior Labs — 4 operation(s) for training.43.8AI21 Fine-Tuning APIFine-tuning service for Jamba models supporting full, LoRA, and QLoRA strategies. Create training jobs from...43.1Hacware Training APIThe Training API from Hacware — 28 operation(s) for training.42.3Ask Sage Training APIModel training and content ingestion41.7GandalfGandalf is Lakera's free interactive game that teaches prompt injection by challenging players to extract a...41.6Adaptive Security Training API39.5
Thin 11 Limited public surface area
Emerging 4 Early or largely undocumented

Companies reaching this through an API (35)

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

ABC Trainerize Adaptive Security AI21 Labs Akkio Anyscale Ask Sage Baseten CodeProject Cornerstone OnDemand Docling Factorial Garmin Georgia Institute of Technology HR Partner Kimi (Moonshot AI) KolayIK Lakera Lambda Landing.ai Lepton AI LiteLLM Microsoft Viva Mistral AI OneTrust Open Mainframe Project Prior Labs Qualio Replicate Samsara Scaled Agile Secure Code Warrior ServiceChannel Simplismart TensorWave Toloka

Score breakdown

Frequency
62.0
log-scaled weighted occurrences
Breadth
2.7
spread across providers
Quality lift
29.0
mean composite of providers using it
Cohesion
6.9
strength of nearest seed neighbor

Related tags

LMS 15 co-occurrences E-Learning 15 co-occurrences Learning 15 co-occurrences Workforce Development 10 co-occurrences Learning Management System 10 co-occurrences Learning Management 15 co-occurrences Courses 12 co-occurrences Education 40 co-occurrences

Where this tag comes from

Provider tag97
Api tag43
Openapi tag20
Openapi op tag118

Cohort brief

Auto-generated

The 91 providers in the APIs.io catalog tagged Training, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
91
all scored
Mean Kin Score
26.9
+3.0 vs catalog 23.9
Mean Agent Readiness
12.7
+0.7 vs catalog 12
Spread
2–69.7
median 19.7 · σ 19.4
How the 91 split by band
Exemplar 3Strong 8Developing 17Thin 12Emerging 29Minimal 22
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 34.6 26.5 +8.1 91
Operational Transparency 16.2 14 +2.2 91
Developer Ergonomics 24.6 23.4 +1.2 91
Contract Quality 20.4 19.8 +0.6 91
Contract Governance 6.6 6.4 +0.2 91
Discoverability 61.1 61.2 -0.1 91

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) 8% 10% -2
MCP server (first-party) 9% 13% -4
Agent Skills 0% 0% 0
OAuth scopes 16% 11% +5
Security 100% 97% +3
Arazzo workflows 2% 2% 0
Governance rules 11% 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 Exec 69.7
  2. 2 WorkRamp 67.6
  3. 3 Showpad 66.5
  4. 4 Modal 64.4
  5. 5 Amazon SageMaker 63.2
  6. 6 MedTrainer 60.1
  7. 7 Drillster 57.3
  8. 8 360Learning 57
  9. 9 Prime Intellect 56.5
  10. 10 Bigtincan 54.6
Top by Agent Readiness
  1. 1 Goethena 53.4
  2. 2 Showpad 48.2
  3. 3 Ethena 43
  4. 4 Skilljar 41.2
  5. 5 Exec 40.2
  6. 6 Cybrary 39.8
  7. 7 Adobe Captivate 36.7
  8. 8 Prime Intellect 33.7
  9. 9 Drillster 33.5
  10. 10 MedTrainer 33.1
All 97 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/training"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/training"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/training/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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