What is the cheapest way to deploy fine tuned open source models on AWS right now given current GPU rental rates?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the cheapest way to deploy fine tuned open source models on AWS right now given current GPU rental rates?
3 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
AWS EC2 GPU instance pricing 2026 G6 G5 G6e on-demand Spot prices GPU rental rates Google ↗
AWS SageMaker real-time inference pricing GPU instances 2026 versus EC2 Google ↗
AWS EC2 Spot GPU instance pricing g6.xlarge g5.xlarge us-east-1 2026 Google ↗
- AWS g5.xlarge price by region: from $1.01 per hour · gpuledger.dev
- Public cloud GPU instance prices by region · gpuledger.dev
- open-source-llm-models-wiki/wiki/sources/aws-ec2-pricing-2026-05.md at main · ilayzeidman/open-source-llm-models-wiki · github.com
- Amazon EC2 – Secure and resizable compute capacity · aws.amazon.com
- SageMaker Pricing · aws.amazon.com
- Inference cost optimization best practices · docs.aws.amazon.com
- EC2 Spot Instances · aws.amazon.com
- G6 instance specifications · aws.amazon.com
- G5 instance specifications · aws.amazon.com
- vLLM documentation · docs.vllm.ai
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS EC2 GPU instance pricing 2026 G6 G5 G6e on-demand Spot prices GPU rental rates OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS SageMaker real-time inference pricing GPU instances 2026 versus EC2 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS EC2 Spot GPU instance pricing g6.xlarge g5.xlarge us-east-1 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |