Microsoft Foundry (formerly Azure AI Studio) in one minute
Best for: Enterprises already on Azure.
Biggest catch: Renamed twice (Azure AI Studio, then Azure AI Foundry, then Microsoft Foundry), so docs and tutorials are confusing.
Skip it if: You want simple, flat pricing.
Price: Consumption-based. The platform is free, services are billed separately. (checked Oct 11, 2026)
Full Microsoft Foundry (formerly Azure AI Studio) review
Enterprise AI Platforms · AI Development Suite
Best for: Developers prototyping with Gemini.
Pros
- Free browser workspace for prototyping with Gemini models
- Free API tier to get started
- Paid tier unlocks higher limits and keeps prompts out of training
Biggest catch
Free-tier prompts and responses may be used to improve Google products
Skip it if: You're putting sensitive data through the free tier.
Starting price: Free tier: yes (rate-limited). Paid usage via Cloud Billing, per token. (checked Oct 11, 2026)
Full Google AI Studio review · Microsoft Foundry (formerly Azure AI Studio) vs Google AI Studio · Google AI Studio alternatives
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Enterprise AI Platforms · Cloud ML Platform
Best for: ML teams already on AWS.
Pros
- AWS's full ML platform for training, tuning and deployment
- Unified Studio has no separate charge. You pay for the underlying services
- Free Tier includes 250 hours of ml.t3.medium notebooks for two months
Biggest catch
Renamed SageMaker AI in Dec 2024, with SageMaker Unified Studio alongside it, so naming is confusing
Skip it if: You're a solo builder wanting a simple hosted API.
Starting price: Pay-as-you-go per AWS service. Free Tier for new accounts. (checked Oct 11, 2026)
Full Amazon SageMaker AI review · Microsoft Foundry (formerly Azure AI Studio) vs Amazon SageMaker AI · Amazon SageMaker AI alternatives
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Enterprise AI Platforms · Cloud ML Platform
Best for: Teams building production AI on Google Cloud.
Pros
- Google Cloud's full ML and agent platform, with Gemini and third-party models
- New customers get up to $300 in credits, and some APIs are free for 90 days
- Free Agent Compute up to 50 hours a month
Biggest catch
Renamed from Vertex AI in April 2026, so older docs and tutorials use the old name
Skip it if: You just want a chatbot or simple API key.
Starting price: Usage-based. Up to $300 new-customer credits. Agent Compute free up to 50 hrs/mo, then $0.085/hr. (checked Oct 11, 2026)
Full Gemini Enterprise Agent Platform (formerly Vertex AI) review · Microsoft Foundry (formerly Azure AI Studio) vs Gemini Enterprise Agent Platform (formerly Vertex AI) · Gemini Enterprise Agent Platform (formerly Vertex AI) alternatives
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Pros, catches and prices are compiled from public sources (official pricing and docs pages, published reviews, user reports), not hands-on testing. Prices change often, so check the vendor page before you buy.