niche · -1.1 capability resource

Experiments

Score 18.3 / 100 5 providers +60 via APIs 66 APIs Search apis.io →
Workflows using this tag
Amplitude Taxonomy Event Governance · Amplitude Amplitude Chart Annotation Lifecycle · Amplitude Amplitude SCIM User Provisioning · Amplitude Amplitude Event Property Lifecycle · Amplitude Amplitude Identity Merge and Verify · Amplitude Amplitude Feature Flag Rollout · Amplitude Amplitude Experiment Lifecycle · Amplitude Amplitude Behavioral Cohort Export · Amplitude
Business capabilities this tag reaches
Information & Data Management 12 Product Telemetry & Experimentation Management 10 Research & Development Management 2 SaaS Platform Operations Management 1

Providers using this tag (5)

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

Developing 1 Usable, with meaningful gaps to close
Thin 2 Limited public surface area
Minimal 2 Almost no public developer surface

APIs with this tag (66)

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 17 Complete, well-documented, and agent-ready
Harness Experiments APIThe Experiments API from Harness — 28 operation(s) for experiments.87.7GitLab Experiments APIUse this API to retrieve the A/B experiments running on an instance. This API is for internal use only, req...86.3launchdarkly Experiments APICreate and manage experiments to measure the impact of feature flag variations on metrics.84.5Optimizely Experiments APICreate and manage A/B test experiments on top of feature flags.78.1JFrog Experiments APIML experiment tracking76.8Adobe Suite Experiments APIA data scientist conducts multiple experiments to arrive at a high-performing Model while training. This ca...75.9Microsoft Azure Experiments APIThe configuration of the Network Experiment experiments75.7statsig Experiments APIManage A/B test experiments including creation, configuration, starting, resetting, and analysis.75.7Adobe Experience Platform Sensei Machine Learning APISensei Machine Learning API provides a mechanism for data scientists to organize and manage ML services fro...75.5EvalGate Experiments APIThe experiments API from EvalGate — 9 operation(s) for experiments.75.2Talon.One Experiments APIRepresents an A/B testing configuration within a campaign that splits customer sessions across multiple var...74.8Qlik Sense Experiments APIThe experiments API from Qlik Sense — 7 operation(s) for experiments.72.2Amazon Fault Injection Simulator Experiments APIStart, stop, and monitor fault injection experiments71.6MLflow APITrack experiments, log metrics, and manage ML models using the MLflow tracking and registry APIs.71.6Amazon Web Services Experiments APIThe Experiments API from Amazon Web Services — 5 operation(s) for experiments.68.5Iterable Experiments APIRetrieve experiment configurations and metrics for A/B tests running across campaigns.68.3Inngest Experiments APIInspect experiment variants and aggregates68.1
Strong 12 Solid coverage with minor gaps
Developing 13 Usable, with meaningful gaps to close
Thin 19 Limited public surface area
MLflow Experiments APIManage MLflow experiments.38.7MLflow REST APIThe MLflow tracking server exposes a REST API for experiments, runs, parameters, metrics, tags, registered ...38.7AppLovin Experiments APIAd unit A/B experiment management37.6Hypotize Experiments APIIdeas, tests in the pipeline and their outcomes. An idea is an experiment in the Idea status.36.8Langfuse Experiments APIThe Experiments API from Langfuse — 2 operation(s) for experiments.36.5LangSmith Experiments APIThe experiments API from LangSmith — 1 operation(s) for experiments.36.1ClearML REST APIThe ClearML REST API is organized into services: auth (login/credentials), projects, tasks (experiments), w...35.1GrowthBook Experiments APIExperiments (A/B Tests)34.7Trajectory Experiments APIThe experiments API from Trajectory — 13 operation(s) for experiments.33.0Kubeflow Experiments APIGroup runs and recurring jobs into logical experiments32.1Al-Farabi Kazakh National University Experiments APIThe experiments API from Al-Farabi Kazakh National University — 6 operation(s) for experiments.31.8Apptimize Experiments APIRetrieve variant assignments and experiment data for a user.31.6Seldon Experiments APISeldon Core Experiment APIs for Seldon Deploy31.0Gamebeast SDK ServicesThe Gamebeast platform surface consumed through the engine SDKs (Roblox/Luau, Unity/C#) and a JS/TS backend...30.7Keywords AI Experiments APIPrompt / model experiments.30.5Arize Phoenix Experiments APIThe experiments API from Arize Phoenix — 8 operation(s) for experiments.30.3Agrology Experiments APIThe Experiments API from Agrology — 14 operation(s) for experiments.30.0Labguru Experiments APIThe Experiments API from Labguru — 6 operation(s) for experiments.29.0Eppo Experiments APIThe Experiments API from Eppo — 2 operation(s) for experiments.27.1
Emerging 4 Early or largely undocumented
Minimal 1 Almost no public developer surface

Companies reaching this through an API (60)

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

ABMeter Adobe Adobe Suite Agent Analytics Agrology Al-Farabi Kazakh National University Amazon Fault Injection Simulator Amazon Web Services Amplitude AppLovin Apptimize Automattic Azure Databricks Azure Front Door Cenevo Chaos Mesh ClearML Comet Databricks Determined AI Eppo EvalGate Evals Gentrace GitLab Google Quantum AI GrowthBook Hamming AI Harness Heroic Labs Hypotize Inngest Instapage Iterable JFrog Kameleoon Keywords AI Kubeflow Kubeflow Pipelines Labguru LangChain Langfuse LangSmith LangWatch Latitude LaunchDarkly Microsoft Azure MLflow Opik Optimizely
Show all 60 companies ↓

Score breakdown

Frequency
54.8
log-scaled weighted occurrences
Breadth
0.1
spread across providers
Quality lift
22.9
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

A/B Testing 14 co-occurrences Experimentation 12 co-occurrences Feature Flags 13 co-occurrences Prompts 13 co-occurrences Evaluation 14 co-occurrences MLOps 11 co-occurrences

Where this tag comes from

Api tag64
Provider tag5
Openapi tag35
Openapi op tag209

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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.
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