Virtual Try-On

Name: Virtual Try-On
Author: Google DeepMind

Released

2024-09-01

Last refreshed

2026-06-15

Status

Researched 74d ago

ProprietaryCommercial use: conditionalMultimodalVision

Virtual Try-On is worth evaluating for vision when its provider route and context window match the workload.

Use it for

Teams evaluating vision
Buyers comparing 1 tracked provider route

Do not use it for

Strict JSON or tool-calling flows

Specifications

Family: Imagen
Released: 2024-09-01
Specialization: image
Openness: Proprietary
License: ProprietaryCommercial use: conditional
Training: Pretrained

Created by

Google DeepMind

Pioneering artificial intelligence research.

London, United Kingdom

Founded 2014

Website

Pricing

Output / 1M

Input / 1M

Cheapest of 1 route · GCP Vertex AI

Providers(1)

GCP Vertex AI

View 1 provider route

About

Google virtual try-on model for e-commerce clothing and accessories visualization.

Virtual Try-On is a proprietary model in the Imagen family. The structured metadata tracks multimodal input. This page tracks provider routes through GCP Vertex AI. No headline benchmark score is tracked for Virtual Try-On yet.

Top use-case fit

Vision

Included by capability and metadata signals in the decision map.

Provider price ladder

Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.

Provider	Input / 1M	Output / 1M	Route
GCP Vertex AI	-	-	ServerlessPartial

Available via routers & gateways(13)

LiteLLM

Gateway

Open-source Python SDK and proxy server that unifies 100+ LLM APIs behind a single OpenAI-compatible interface, with load balancing, cost tracking, and configurable failover.

Free OSSGCP Vertex AI

OpenRouter

Hybrid

Unified hybrid gateway to 400+ models from 60+ providers via a single OpenAI-compatible API, with optional auto-routing that selects the best model per prompt.

PassthroughGCP Vertex AI

Portkey

Gateway

Production AI gateway routing to 1,600+ LLMs with failover, load balancing, semantic caching, and guardrails; Apache 2.0 core is fully self-hostable with the complete feature set.

SubscriptionGCP Vertex AI

AIRouter

Router

Commercial LLM router that analyzes incoming requests and routes to the optimal model for cost/quality/latency via a drop-in OpenAI-compatible API, with a privacy-preserving embedding mode that avoids sending prompt content.

Passthrough + feeGCP Vertex AI

Helicone

Gateway

Observability-first AI gateway with routing, caching, rate limiting, and request tracing; Apache 2.0 open-source core with a managed hosted tier for logging and analytics.

SubscriptionGCP Vertex AI

Kong AI Gateway

Gateway

Multi-LLM AI gateway built on Kong Gateway 3.x, adding semantic routing, load balancing, guardrails, and MCP traffic analytics as plugins over Kong's existing API management platform.

SubscriptionGCP Vertex AI