Amazon launched Generative AI Inference Recommendations in SageMaker AI Studio, providing a guided, low-code interface to find optimal generative AI model deployment configurations.

Key Details

• Provides a visual, low-code and no-code workflow extending the April 2026 API-based launch
• Benchmarks configurations on real GPU infrastructure using NVIDIA AIPerf
• Applies optimization techniques such as speculative decoding and kernel tuning
• Ranks recommendations by TTFT, inter-token latency, throughput, and cost
• Available at no additional cost beyond standard compute across multiple AWS regions in the US, Europe, and Asia Pacific

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