How much does it cost to set up self-hosted fine-tuning for open source LLMs on AWS compared to using managed APIs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does it cost to set up self-hosted fine-tuning for open source LLMs on AWS compared to using managed APIs?
1 real search · 1 real-search pass
AWS EC2 GPU instance pricing g6e g5 p5 on demand US East 2026; AWS SageMaker training pricing GPU instances; Amazon Bedrock model customization fine tuning pricing; OpenAI fine tuning pricing API 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
AWS EC2 GPU instance pricing g6e g5 p5 on demand US East 2026; AWS SageMaker training pricing GPU instances; Amazon Bedrock model customization fine tuning pricing; OpenAI fine tuning pricing API 2026 Google ↗
- open-source-llm-models-wiki/wiki/sources/aws-ec2-pricing-2026-05.md at main · ilayzeidman/open-source-llm-models-wiki · github.com
- AWS EC2 prices in US East (N. Virginia) (us-east-1) · instances.usage.ai
- SageMaker Pricing · aws.amazon.com
- Amazon Bedrock Pricing · aws.amazon.com
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS EC2 GPU instance pricing g6e g5 p5 on demand US East 2026; AWS SageMaker training pricing GPU instances; Amazon Bedrock model customization fine tuning pricing; OpenAI fine tuning pricing API 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |