Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
# Overview
Tech 42 packages Google's MedGemma 1.5 4B as a production-ready Amazon SageMaker Model Package so your team can deploy a state-of-the-art medical AI backend in minutes - no infrastructure setup, no model serving complexity. MedGemma 1.5 4B is the latest generation of Google's open-weight multimodal models built specifically for healthcare AI applications.
Show the rest of the publisher’s description (21 more lines)
# What MedGemma 1.5 4B Can Do
- Interpret CT and MRI scans in 3D
- Analyze whole-slide histopathology images
- Compare longitudinal chest X-rays against prior images
- Extract structured data from medical lab reports
- Interpret EHR text using FHIR-compatible records
- Answer medical questions across radiology, dermatology, ophthalmology, and pathology
# Deployment
Deploy with one click. The endpoint exposes an OpenAI-compatible REST API (/v1/chat/completions) - a drop-in replacement for existing OpenAI API clients. Compatible with the SageMaker Python SDK and AWS SDK (Boto3). No GPU orchestration or container management required.
# Validated on Real-World Medical Data
Tested against established medical datasets covering imaging, clinical reasoning, and document understanding. [View full benchmark results on Hugging Face](https://huggingface.co/google/medgemma-1.5-4b-it#key-performance-metrics).
- [**Imaging**](https://huggingface.co/google/medgemma-1.5-4b-it#imaging-evaluations) - MIMIC-CXR, CheXpert, CXR14, CT-RATE, MS-CXR-T, PathMCQA, WSI-Path, PAD-UFES-20, SCIN, ISIC, EyePACS, SLAKE, VQA-RAD, Chest ImaGenome, MedXpertQA
- [**Text Reasoning**](https://huggingface.co/google/medgemma-1.5-4b-it#text-evaluations) - MedQA, MedMCQA, PubMedQA, MMLU Med, MedXpertQA, AfriMed-QA
- [**Medical Records**](https://huggingface.co/google/medgemma-1.5-4b-it#medical-record-evaluations) - EHRNoteQA, EHRQA
- [**Document Understanding**](https://huggingface.co/google/medgemma-1.5-4b-it#document-understanding-evaluations) - Mendeley Clinical Lab Reports
# SageMaker Real-Time Benchmark Results
Benchmarks run on G6e and G7e endpoints under streaming load, scaling concurrency from `c1` to `c64`. G7e delivers substantially stronger performance.
| Instance | c8 avg RPS | c8 p90 RPS | c8 p90 TTFT | c8 p90 full response |
| --- | ---: | ---: | ---: | ---: |
| G6e | 0.47 RPS | 0.58 RPS | 15.02s | 17.93s |
| G7e | 2.55 RPS | 2.74 RPS | 1.41s | 3.15s |
Highlights
Highlighted by the publisher on AWS Marketplace.
Google's Medical Multimodal AI - Private, In Your AWS Account: Deploy MedGemma 1.5 4B as a managed SageMaker endpoint. Radiology, pathology, EHR, and lab report understanding - no PHI leaves your VPC.
OpenAI-Compatible API via vLLM - Zero SDK Changes for Your App: Served by vLLM with a native /v1/chat/completions endpoint. Integrate using the OpenAI Python SDK, LangChain, or any HTTP client - no custom wrappers needed.
Deploy in minutes: Zero infrastructure management
Agent build and provenance
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Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Plans and pricing as listed
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Refund terms
As stated by the publisher on AWS Marketplace.
Currently we do not support refunds, but you can cancel your subscription to the service at any time.
Sources
Publisher resources
1 linkLinked repositories
1 repoUnknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
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