Google Cloud Model Garden vs. Portkey Comparison


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About Model Garden is an AI and machine-learning model catalog within Google Cloud’s AI platform. It helps teams discover, evaluate, customize, and deploy Google models and selected models from partners and open-source publishers. Model pages provide model-specific guidance and deployment options; depending on the model, users can test it, access a managed API, tune it, or deploy it to a cloud endpoint. Developers can work through the Google Cloud console and supported APIs, SDKs, and command-line tools. Model Garden is intended for developers, data scientists, and machine-learning teams building generative AI and other model-powered applications. Model availability, deployment choices, and associated usage charges vary by model and configuration.	About Launch production-ready apps with the LMOps stack for monitoring, model management, and more. Replace your OpenAI or other provider APIs with the Portkey endpoint. Manage prompts, engines, parameters, and versions in Portkey. Switch, test, and upgrade models with confidence! View your app performance & user level aggregate metics to optimise usage and API costs Keep your user data secure from attacks and inadvertent exposure. Get proactive alerts when things go bad. A/B test your models in the real world and deploy the best performers. We built apps on top of LLM APIs for the past 2 and a half years and realised that while building a PoC took a weekend, taking it to production & managing it was a pain! We're building Portkey to help you succeed in deploying large language models APIs in your applications. Regardless of you trying Portkey, we're always happy to help!
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI developers, data scientists, and machine-learning teams building generative AI and other model-powered applications.	Audience Developers that want to ship ambitious generative AI applications
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Costs depend on the selected model and its usage, plus any managed endpoint or compute resources used; applicable model and infrastructure rates vary by configuration. Free Version Not Supported Free Trial Not Supported	Pricing $49 per month Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Google Founded: 1998 United States cloud.google.com/model-garden	Company Information Portkey.ai Founded: 2023 portkey.ai/
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Categories ML Model Management Supported	Categories AI Cost Management Supported AI Development Supported AI Gateways Supported AI Governance Supported AI Observability Supported AI Tools Supported Artificial Intelligence Supported LLM Evaluation Supported LLM Routers Supported ML Model Management Supported Observability Supported Prompt Engineering Supported

Integrations Amazon Bedrock Not Supported Azure OpenAI Service Not Supported Claude Not Supported Gemini Supported Gemini Enterprise Agent Platform Supported Google Cloud CLI Supported Google Cloud Platform Supported Groq Not Supported GuardionAI Not Supported Hugging Face Supported Mixtral 8x7B Not Supported NGINX Not Supported OpenAI Not Supported Openlayer Not Supported Show More Integrations View All 5 Integrations	Integrations Amazon Bedrock Supported Azure OpenAI Service Supported Claude Supported Gemini Not Supported Gemini Enterprise Agent Platform Not Supported Google Cloud CLI Not Supported Google Cloud Platform Not Supported Groq Supported GuardionAI Supported Hugging Face Not Supported Mixtral 8x7B Supported NGINX Supported OpenAI Supported Openlayer Supported Show More Integrations View All 9 Integrations
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