emerging · -1.3 capabilitymarket resourceindustry

Training

Score 21.7 / 100 108 providers +38 via APIs 48 APIs Search apis.io →
Workflows using this tag
Replicate Scale a Deployment and Run a Prediction · Replicate Replicate Run a Prediction with Bounded Wait and Cancel · Replicate Replicate Resolve Latest Version and Predict · Replicate Replicate Create Prediction and Poll Until Complete · Replicate Replicate Fetch Webhook Secret and Run a Webhook Prediction · Replicate Replicate Start a Training and Poll Until Complete · Replicate Replicate Search for a Model and Run a Prediction · Replicate Replicate Run an Official Model and Poll · Replicate
Business capabilities this tag reaches
Information & Data Management 11 Human Capital Management 6 Cybersecurity Management 3

Providers using this tag (108)

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

Exemplar 2 Complete, well-documented, and agent-ready
Strong 6 Solid coverage with minor gaps
Developing 13 Usable, with meaningful gaps to close
Thin 16 Limited public surface area
Emerging 36 Early or largely undocumented
CloudshareCloudVirtual LabsSandbox16 APIs24.8WorldVizVirtual RealityAugmented RealitySimulationResearch24.8AITraining.jobsCompanyArtificial IntelligenceJobData1 API23.0EnvisagenowCompanyPublic SafetyCompliance21.7CbtnuggetsCompanyITVideo21.5TransfrCompanyEducationWorkforce DevelopmentVirtual Reality20.2Charisma.aiArtificial IntelligenceConversational AIBrand Experience1 API19.6Interplay LearningCompanyEdTechSkilled Trades18.4Ambr TechnologiesArtificial IntelligenceEnterpriseRoleplay17.9LitmosLMSE-LearningSAP1 API15.7CyberguruCybersecurityAwarenessEurope1 API14.2InklingCompanyHuman ResourcesLearning14.1TOCA FootballCompanySportsSoccerSports Technology12.7doinstructCompanySoftware-as-a-ServiceCompliance12.5ManaraCompanyEducationUpskilling12.2Health ScholarsCompanySimulationVirtual Reality11.4SimbelCompanyLMSTraining Management System11.0PetExecPet CareBoardingDaycareGrooming1 API26.0Adjuvo MotionHapticsVirtual RealityExtended RealityRobotics1 API25.8GuiddeCompanyDocumentationVideoDigital Adoption24.7DeepHowCompanyArtificial IntelligenceManufacturingKnowledge Management20.1GnowbeCompanyLearningMicrolearning20.0Absorb LMSLMSE-LearningCourses3 APIs19.6CovalentCompanyWorkforce OperationsManufacturingAerospace and Defense1 API19.2DelightreeCompanyProductivityFranchise ManagementTask Management17.8PairCompanyArtificial IntelligenceAI Adoption15.5CoachupCompanySportsCoachingMarketplace15.3Ulysses (Kaminashi)CompanySoftware-as-a-ServiceFrontline OperationsManufacturing15.3CircadenceCompanyArtificial IntelligenceCybersecurityCyber Range1 API14.9BranchtrackCompanyE-LearningLearning and DevelopmentInstructional Design14.5AbleSkyCompanyEducationE-LearningOnline Courses14.3MultiverseCompanyEdTechEducationApprenticeships14.2IncluyemeCompanyDisability InclusionEmploymentRecruiting13.0Ethos SystemsCompanyLearningReadiness12.4LabLabeeCompanyTelecommunicationsNetwork Automation12.4Life is TechCompanyEducationEdTechLearning11.5
Minimal 35 Almost no public developer surface
Chimney Trail HealthCompanyMental HealthMilitary10.9KilsarCompanyArtificial IntelligenceMaintenanceAviation10.7La SoliveCompanyClimateEducation10.6DraxonCompanyAi Enterprise SoftwareVirtual Reality10.5Poker SkillCompanyConsumerPokerGaming10.3TapCompanyManufacturingVirtual Reality9.6StrivveCompanyVirtual RealitySafety9.3EMERGENCES AICompanyArtificial IntelligenceMachine LearningAssessment9.2MedAllCompanyHealthcareMedical EducationEducation8.9PlatformableAPI GovernanceConsultancyDigital HealthEcosystem1 API8.7CalificadasCompanyArtificial IntelligenceHuman DevelopmentConsulting8.6InstacoachCompanyConsumerSportsBaseball7.9BrainsterEdTechArtificial IntelligenceOnline EducationMacedonia6.0TeamLiftArtificial IntelligenceEnterprisePersonalization5.3SVAcademyCompanyEducationTech Sales5.1BetterskillsincEducationITILISO4.1Job CorpsDepartment of LaborEducationEmploymentGovernment3.3EduPristineCompanyEdTechEducation2.9SmaltCompanyRenewable EnergySolarHeat Pumps2.8VR MotionCompanyVirtual RealitySimulation2.6jurenCompanyEducationTutoring2.1AcademiCompanyDefensePrivate MilitarySecurity Services0.0Holberton SchoolCompanyConsumerEducationSoftware Engineering10.7Educ-upCompanyEdTechEducationChildcare10.1KenbiCompanyHealthcareNursingEducation8.2DisruptCompanyEducationExecutive Education6.6freshEHRCompanyConsultingHealthHealthcare6.6Atomica InformaticsCompanyHealthHealthcareHealth Informatics4.9Luna ParkCompanyConsumerGVPortfolio3.99SlidesCompanyPresentationsVideoE-Learning3.4CourseGuideCompanyEducationBootcamps3.4NarangaFranchise ManagementLead ManagementCRM3.4QLCCompanyEducationInnovationAccelerator3.4TraderionCompanyFintechTrading3.3Upcode AcademyCompanyEducationCoding Bootcamp0.0

APIs with this tag (47)

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 3 Complete, well-documented, and agent-ready
Strong 5 Solid coverage with minor gaps
Developing 20 Usable, with meaningful gaps to close
Prime Intellect Training APIHosted reinforcement-learning post-training service ("Lab"). Launch dedicated training runs against a catal...53.9Prior Labs Training APIThe Training API from Prior Labs — 4 operation(s) for training.51.3Drillster APIThe Drillster REST API (v2.1.1) lets developers integrate Drillster's adaptive learning and training platfo...50.9Lambda 1-Click ClustersLambda 1-Click Clusters provision interconnected clusters of 16 to 2,000+ NVIDIA H100 SXM or B200 GPUs for ...50.1Qualio Training APIThe Training API from Qualio — 2 operation(s) for training.50.0Akkio Training APIThe Training API from Akkio — 3 operation(s) for training.49.2Factorial Trainings APIManage training programs and training classes, expanded in v2026-04-01 with new class-level capabilities.48.4KolayIK Training APIThe Training API from KolayIK — 5 operation(s) for training.48.3Hacware Training APIThe Training API from Hacware — 28 operation(s) for training.48.2TensorWave Training APIMegatron-LM training jobs, chunked dataset upload, checkpoints and Hugging Face publishing.48.1ServiceChannel Training APIThe Training API from ServiceChannel — 1 operation(s) for training.47.8TalentLMS APIJSON REST API for TalentLMS, scoped to a per-tenant subdomain (https://{domain}.talentlms.com/api/v1/). Man...47.8Mistral AI Fine-Tuning APIFine-tuning API for customizing Mistral models on your own datasets, supporting text, vision, and classifie...47.7Comp AI Training APIRecord security awareness and HIPAA training completion status and generate completion certificates.47.2Superb AI Training APIThe training API from Superb AI — 6 operation(s) for training.45.3Adaptive Security Training API44.5Telenor Sverige Training APILaunch YOLO training on cloud GPUs (RTX 4090, A100, H100) and monitor progress in real time. See [Cloud Tra...44.5HR Partner Training APIRead employee training and course completion records.40.7AI21 Fine-Tuning APIFine-tuning service for Jamba models supporting full, LoRA, and QLoRA strategies. Create training jobs from...39.7Secure Code Warrior Training APIThe Training API from Secure Code Warrior — 5 operation(s) for training.39.4
Thin 11 Limited public surface area
Emerging 7 Early or largely undocumented
Minimal 1 Almost no public developer surface

Companies reaching this through an API (38)

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 Comp AI Cornerstone OnDemand Deputy Docling Factorial Garmin HR Partner Kimi (Moonshot AI) KolayIK Lambda Landing.ai Lepton AI LiteLLM Microsoft Viva Mistral AI Moonshot AI OneTrust Open Mainframe Project Prior Labs Qualio Replicate Samsara Scaled Agile Secure Code Warrior ServiceChannel Simplismart Superb AI Telenor Sverige TensorWave Toloka

Score breakdown

Frequency
61.7
log-scaled weighted occurrences
Breadth
2.4
spread across providers
Quality lift
24.2
mean composite of providers using it
Cohesion
5.9
strength of nearest seed neighbor

Related tags

LMS 27 co-occurrences Learning 15 co-occurrences Workforce Development 10 co-occurrences E-Learning 15 co-occurrences Courses 11 co-occurrences Certification 10 co-occurrences Inference 15 co-occurrences Education 41 co-occurrences

Where this tag comes from

Provider tag109
Api tag48
Openapi tag22
Openapi op tag103

Cohort brief

Auto-generated

The 102 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
102
of 108 in the catalog
Mean Kin Score
24.1
+1.9 vs catalog 22.2
Mean Agent Readiness
11.5
-0.5 vs catalog 12
Spread
0–68.1
median 18.8 · σ 18.1
How the 102 split by band
Exemplar 2Strong 6Developing 13Thin 16Emerging 35Minimal 30
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 33.1 23.9 +9.2 102
Operational Transparency 14.4 13 +1.4 102
Developer Ergonomics 23.6 23.2 +0.4 102
Contract Governance 6.6 6.5 +0.1 102
Discoverability 57.7 57.9 -0.2 102
Contract Quality 15.7 17.2 -1.5 102

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% 13% -5
MCP server (first-party) 6% 12% -6
Agent Skills 0% 0% 0
OAuth scopes 15% 11% +4
Security 100% 98% +2
Arazzo workflows 2% 2% 0
Governance rules 13% 16% -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 SafetyCulture 68.1
  2. 2 Showpad 67.3
  3. 3 Amazon SageMaker 65.9
  4. 4 Bigtincan 65.6
  5. 5 Exec 65.5
  6. 6 360Learning 63.8
  7. 7 WorkRamp 61.3
  8. 8 MedTrainer 55.9
  9. 9 Prime Intellect 53.9
  10. 10 Google Cloud AutoML 53.2
Top by Agent Readiness
  1. 1 Showpad 47.2
  2. 2 Goethena 46
  3. 3 MedTrainer 44.9
  4. 4 Exec 43.5
  5. 5 Skilljar 40.6
  6. 6 Adobe Captivate 38.4
  7. 7 Cybrary 37.3
  8. 8 Prime Intellect 35.6
  9. 9 360Learning 34.5
  10. 10 Drillster 33.5
All 108 members of this roster resolve to a provider in the catalog; 102 carry a score (94%). The figures above describe the scored members only.
Coverage caveat. 91 of 102 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 24 October 2026, across 31984 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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