MedLM Large
MedLM Large is a legacy integration reference; keep it only while you identify a current replacement.
Use it for
- Teams maintaining an existing integration
- Workloads that can use a 32k context window
- Buyers comparing 1 tracked provider route
Do not use it for
- New production launches
- Vision or document-understanding workloads
- Family
- MedLM
- Released
- 2023-12-01
- Context
- 32k
- Architecture
- Decoder Only
- Specialization
- medical
- Openness
- Proprietary
- License
- ProprietaryCommercial use: conditional
- Training
- Pretrained
Cheapest of 1 route · GCP Vertex AI
About
MedLM Large is Google DeepMind's MedLM model focused on medical and clinical reasoning. It is deprecated (originally released 2023-12-01); use it only for reproducing earlier results or evaluating drift over time.
MedLM Large is a proprietary model in the MedLM family. The structured metadata tracks a 32k-token context window and structured outputs. This page tracks provider routes through GCP Vertex AI. No headline benchmark score is tracked for MedLM Large yet.
Top use-case fit
Classification
Included by capability and metadata signals in the decision map.
JSON / Tool use
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
GatewayOpen-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.
OpenRouter
HybridUnified 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.
Portkey
GatewayProduction 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.
AIRouter
RouterCommercial 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.
Helicone
GatewayObservability-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.
Kong AI Gateway
GatewayMulti-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.
Capabilities
Benchmark peer barsfor Classification
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
Frequently asked questions
What is the context window of MedLM Large?
MedLM Large has a context window of 32k tokens.
When was MedLM Large released?
MedLM Large was released on 2023-12-01.
Which providers offer MedLM Large?
MedLM Large is available from 1 provider: GCP Vertex AI.
Cheapest of 1 route · GCP Vertex AI