Google Vertex AI Training (now Gemini Enterprise Agent Platform training)
https://cloud.google.com/products/gemini-enterprise-agent-platform
Google Cloud's managed training service — TPU and GPU clusters, hyperparameter tuning, model registry. Part of Vertex AI umbrella. Vertex AI is now branded Gemini Enterprise Agent Platform (Gemini platform), and training is documented there as serverless and custom training (checked 2026-10-29).
Renamed · Verified 2026-10-29 · fresh as of 2026-10-29 · 16 cited facts, 1 with a third-party source · 2 recorded changes · Suggest a correction
At a glance
- Type
- GCP ML training vendor fix
- Tier
- T1
- Section
- Training infrastructure
- Latest release
- v2.6.0 (2026-10-20) — google-cloud-aiplatform registry fix
- License
- proprietary; Python SDK Apache-2.0 repo fix
- Pricing
- searched not found fix
- Funding
- searched not found fix
- Freshness
- 2026-10-29 fix
- Layer
- model-infra repo fix
- Licensing
- commercial repo fix
- Developer activity
- OpenRank 3.06 (12-mo avg 6.29) · 25 participants — 2026-09 third-party fix
When to use
Optimised for: searched not found
Anti-fit: searched not found
Pros & cons
Pros
searched not found
Cons
searched not found
Claims & capabilities
searched not found
Technical surface
- API surface
- Vertex AI SDK for Python (google-cloud-aiplatform)
- Backend storage
- searched not found
- Deployment
- Managed-only — Google Cloud service
- Embedding model
- not applicable — not a memory product
- Multi-tenancy
- searched not found
- MCP
- searched not found
- A2A
- searched not found
- OpenTelemetry
- searched not found
Similar systems
Other training infrastructure in the catalog, ranked by inbound references.
- MLflow T1
Databricks-incubated open platform for ML lifecycle — tracking, projects, models, model registry. Standard ML-ops baseline. MLflow 3.0 (2024) added LLM-eval features.
- AWS SageMaker T1
AWS's managed ML platform — Studio, Training, HyperPod (large-scale clusters), Endpoints. Industry-standard for enterprise AWS-hosted training.
- Weights & Biases T1
Experiment-tracking and ML-ops platform (metrics, artifacts, sweeps, Weave tracing/evals). Acquired by CoreWeave (completed 2025-05-05, ~$1.7B); now part of CoreWeave Forge.
- Comet ML T2
ML experiment tracking + LLM evaluation platform (Opik for LLM eval). Comet competes head-to-head with Weights & Biases.
- Azure Machine Learning T1
Microsoft Azure's managed ML platform — pipelines, AutoML, Designer, prompt flow (LLM). Heavy integration with Azure OpenAI and Azure AI Studio.
- LoRA T3
Microsoft Research's Low-Rank Adapters method — trains rank-r matrices added to attention weights; 10000x parameter reduction. Foundation of all adapter-style fine-tuning.
Sources (15 cited facts, 1 third-party)
Each fact links to the page it came from; the badge says who published it (how to read sources).
- What it is GCP ML training vendor
- What it does & what's distinct Google Cloud's managed training service — TPU and GPU clusters, hyperparameter tuning, m… vendor
- Created 2021 vendor
- Latest release v2.6.0 (2026-10-20) — google-cloud-aiplatform registry
- License proprietary; Python SDK Apache-2.0 repo
- GitHub googleapis/python-aiplatform — ~910 stars, last commit 2026-10 repo
- Customers / scale Wayfair, Cathay Pacific, Twitter (X), Mercado Libre, Etsy, Mayo Clinic, Wendy's. vendor
- Deployment Managed-only — Google Cloud service vendor
- HQ US (Google) vendor
- API surface Vertex AI SDK for Python (google-cloud-aiplatform) repo
- architecture-deployment-locus cloud vendor
- licensing-bucket commercial repo
- positioning-platform-vs-product platform vendor
- taxonomy-three-layer-rollup model-infra repo
- developer-activity-opendigger {"activity":47.04,"as_of":"2026-09","openrank_12mo":6.29,"openrank_current":3.06,"partic… third-party
What changed
Changes to this record's lifecycle, licence, release, pricing and hosting facts, from the catalog's git history. Subscribe (Atom)
- 2026-10-29
- Name “Google Vertex AI Training” → “Google Vertex AI Training (now Gemini Enterprise Agent Platform training)”
- Homepage “https://cloud.google.com/vertex-ai” → “https://cloud.google.com/products/gemini-enterprise-agent-platform”
- 2026-10-27
- License first recorded as “proprietary; Python SDK Apache-2.0” source
- Latest release first recorded as “v2.6.0 (2026-10-20) — google-cloud-aiplatform” source
- Deployment first recorded as “Managed-only — Google Cloud service” source