niche · 0.0 capabilitymarket resourceschemadomain

ML

Score 17.9 / 100 12 providers +11 via APIs 12 APIs Search apis.io →
Variants seen in the corpus: MLMlml

Providers using this tag (12)

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

Developing 2 Usable, with meaningful gaps to close
Amazon PersonalizeArtificial IntelligenceCustomer ExperienceMachine-Learning1 API53.0Weights & BiasesMLOpsExperiment TrackingModel Registry1 API42.6
Thin 7 Limited public surface area
Union.aiArtificial IntelligenceOrchestrationWorkflows1 API38.7ClearMLMLOpsOpen-SourceExperiment Tracking1 API36.0MLflowMLOpsGenAIExperiment Tracking1 API35.5BasetenArtificial IntelligenceInferenceDeployment2 APIs34.3Protect AIArtificial IntelligenceSecurityLLM1 API33.1CometMLOpsGenAIExperiment Tracking2 APIs28.2DagsHubMLOpsData VersioningGit1 API27.4
Emerging 3 Early or largely undocumented
DVCMLOpsVersioningCLI1 API18.6Neptune.aiMLOpsExperiment TrackingFoundation Models2 APIs18.1Lepton AIArtificial IntelligenceInferenceCloud1 API14.1

APIs with this tag (12)

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 1 Complete, well-documented, and agent-ready
Elastic Stack (ELK Stack) Ml APIThe ml API from Elastic Stack (ELK Stack) — 7 operation(s) for ml.76.7
Strong 3 Solid coverage with minor gaps
Amazon Neptune ML APIMachine learning operations61.2Paperspace Models APIRegister and manage trained ML models in the Paperspace Gradient model registry. Models can be associated w...61.0Assembled Forecasts APIRetrieve Assembled's ML-generated forecasts, forecast totals, manual adjustments, and detected outliers. Th...59.2
Developing 1 Usable, with meaningful gaps to close
Planet Analytics APIAccess to Planet Analytics Feeds, including building, road, ship, and change detection outputs derived from...39.6
Thin 4 Limited public surface area
Apache Spark MLlib APISpark's scalable machine learning library consisting of common learning algorithms and utilities, including...38.9Kibana ml APIEnables you to synchronize machine learning saved objects.37.0VictoriaMetrics Anomaly Detection (vmanomaly)Enterprise-only ML-driven anomaly detection. Reads via Prometheus query API, writes anomaly scores back via...32.1DataDome Bot ProtectBot Protect is DataDome's core bot management product, scoring every request against the platform's threat ...31.5
Emerging 3 Early or largely undocumented
Amazon Web Services Ml APIThe Ml API from Amazon Web Services — 8 operation(s) for ml.17.4NVIDIA DGX Cloud Lepton APIManaged AI platform API exposing model endpoints (HTTP server with OpenAI-compatible chat surface), dev ses...14.1MavericMaveric is a platform that uses AI/ML to provide realistic cellular network simulations and reference examp...14.0

Companies reaching this through an API (11)

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

Amazon Neptune Amazon Web Services Apache Spark Assembled DataDome Elastic Stack (ELK Stack) Kibana LF Connectivity Paperspace Planet Labs VictoriaMetrics

Score breakdown

Frequency
41.7
log-scaled weighted occurrences
Breadth
0.3
spread across providers
Quality lift
35.9
mean composite of providers using it
Cohesion
1.2
strength of nearest seed neighbor

Related tags

Experiment Tracking 6 co-occurrences MLOps 9 co-occurrences Experiments 5 co-occurrences Project 6 co-occurrences REST 6 co-occurrences Open-Source 6 co-occurrences Analytics 6 co-occurrences Artificial Intelligence 7 co-occurrences

Where this tag comes from

Api tag12
Provider tag12
Openapi tag4
Openapi op tag26

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  • 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.
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Call it yourself

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This tag 
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All tags 
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As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/ml"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/ml/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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