Seldon
Seldon is a Kubernetes-native MLOps platform that enables enterprises to deploy, monitor, manage, and explain machine learning models at scale. The platform provides REST and gRPC inference APIs that follow the Open Inference Protocol, enabling standardized model serving across frameworks including TensorFlow, PyTorch, and scikit-learn. Seldon Core 2 supports advanced deployment strategies such as A/B testing, canary rollouts, and shadow deployments through its Kubernetes-native architecture. The Seldon Enterprise Platform extends the open source core with a comprehensive REST API for managing deployments programmatically, including model drift detection via Alibi-Detect and explainability via the Alibi library. Seldon Deploy SDK provides a Python client for integrating with the platform API using OIDC and session-based authentication workflows.
Seldon publishes 29 APIs on the APIs.io network, including Inference API, AlertingService API, ApplicationLogs API, and 26 more. Tagged areas include MLOps, Machine Learning, Model Serving, Inference, and Kubernetes.
The Seldon catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.
Seldon’s developer surface includes authentication, documentation, engineering blog, pricing, code examples, and 20 more developer resources.
Kin Score
APIs 31
Individual APIs this provider publishes, each with its own machine-readable definition.
Seldon Inference API
The Seldon Inference API provides REST and gRPC endpoints for serving machine learning model predictions at scale. Following the Open Inference Protocol (V2), the API exposes st...
Seldon Drift Detection API
Seldon integrates Alibi-Detect drift detection models that can be deployed as standard Seldon models, providing REST endpoints for monitoring incoming request distribution again...
Seldon Explainability API
Seldon provides a dedicated /explain REST endpoint alongside each deployed model, powered by the Alibi explainability library. The endpoint supports multiple explanation algorit...
Seldon AlertingService API
The AlertingService API from Seldon — 2 operation(s) for alertingservice.
Seldon ApplicationLogs API
ApplicationLogs APIs for Seldon Deploy
Seldon BatchJobs API
Batch Jobs APIs for Seldon Deploy
Seldon DriftDetector API
Drift Detector APIs for Seldon Deploy
Seldon Environment API
Environment APIs for Seldon Deploy
Seldon Experiments API
Seldon Core Experiment APIs for Seldon Deploy
Seldon Explain API
Explanation APIs for Seldon Deploy
Seldon External Ambassador API API
The External Ambassador API API from Seldon — 2 operation(s) for external ambassador api.
Seldon GitOps API
GitOps APIs for Seldon Deploy
Seldon health API
The health API from Seldon — 4 operation(s) for health.
Seldon HealthcheckService API
The HealthcheckService API from Seldon — 1 operation(s) for healthcheckservice.
Seldon InferenceLogsService API
The InferenceLogsService API from Seldon — 4 operation(s) for inferencelogsservice.
Seldon Internal API
The Internal API from Seldon — 6 operation(s) for internal.
Seldon KubernetesResources API
KubernetesResources APIs for Seldon Deploy
Seldon LoadtestJobs API
Loadtest Jobs APIs for Seldon Deploy
Seldon metadata API
The metadata API from Seldon — 3 operation(s) for metadata.
Seldon MetricsServer API
Metrics Server APIs for Seldon Deploy
Seldon model API
The model API from Seldon — 6 operation(s) for model.
Seldon ModelMetadataService API
The ModelMetadataService API from Seldon — 2 operation(s) for modelmetadataservice.
Seldon Models API
Seldon Core Model APIs for Seldon Deploy
Seldon Monitor API
The Monitor API from Seldon — 4 operation(s) for monitor.
Seldon OutlierDetector API
Outlier Detector APIs for Seldon Deploy
Seldon PermissionManagementService API
The PermissionManagementService API from Seldon — 11 operation(s) for permissionmanagementservice.
Seldon Pipelines API
Seldon Core Pipeline APIs for Seldon Deploy
Seldon Predict API
Prediction APIs for Seldon Deploy
Seldon SecretsService API
The SecretsService API from Seldon — 6 operation(s) for secretsservice.
Seldon SeldonDeployments API
SeldonDeployments APIs for Seldon Deploy
Seldon server API
The server API from Seldon — 3 operation(s) for server.
Scroll for all 31
Pricing Plans 1
Published pricing tiers and plan structures.
Seldon Plans Pricing
PLANSRate Limits 1
Documented rate limits and quota policies.
Seldon Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals for API financial operations.
Seldon Finops
FINOPSSemantic Vocabularies 1
JSON-LD contexts and semantic vocabularies used across these APIs.
Seldon Context
JSON-LDSpectral Rules 1
Spectral governance rulesets for linting and validating these APIs.
Seldon API Rules
SPECTRALJSON Schema 3
Standalone JSON Schema definitions for this provider's data models.
SeldonDeployment
JSON SCHEMAExamples 4
Example request and response payloads for these APIs.
Security Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Scopes 1
OAuth scopes governing access to this provider's APIs.
Agentic Access 1
Recommended x-agentic-access execution contracts for AI agents.
Resources
Documentation 4
Reference material describing how the API behaves
Agent Surfaces 1
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 2
Pagination, idempotency, versioning, errors, and events
Build 6
SDKs, sample code, and the tooling you integrate with
Access & Security 3
Authentication, authorization, and security posture
Operate 2
Status, limits, changes, and where to get help
Commercial 3
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API
Other 1
Properties that don't map to a standard resource type