Can you compare Ollama hosting costs versus managed API costs for deploying private language models securely on AWS
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Ollama hosting costs versus managed API costs for deploying private language models securely on AWS
4 real searches · 1 real-search pass
AWS EC2 GPU instance pricing g6 g5 us east 2026 on demand official pricingGoogle ↗
OBSERVEDComparison
Amazon Bedrock pricing on demand input output tokens official 2026Google ↗
OBSERVEDOther / navigational
Amazon Bedrock data protection VPC endpoints prompts not used train official AWSGoogle ↗
OBSERVEDYes / no
Ollama production deployment security authentication concurrency documentationGoogle ↗
OBSERVEDOther / navigational
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
AWS EC2 GPU instance pricing g6 g5 us east 2026 on demand official pricing Google ↗
Amazon Bedrock pricing on demand input output tokens official 2026 Google ↗
Amazon Bedrock data protection VPC endpoints prompts not used train official AWS Google ↗
Ollama production deployment security authentication concurrency documentation Google ↗
- Amazon EC2 instance types by Region · docs.aws.amazon.com
- open-source-llm-models-wiki/wiki/sources/aws-extended-gpu-pricing-2026-05.md at main · ilayzeidman/open-source-llm-models-wiki · github.com
- L4 on AWS: $0.80 per GPU-hour · gpuledger.dev
- FAQ · ollama.readthedocs.io
- Anthropic List Prices · www-cdn.anthropic.com
- Amazon Bedrock Pricing · aws.amazon.com
- Security, privacy, and responsible AI – Amazon Bedrock · aws.amazon.com
- Use interface VPC endpoints (AWS PrivateLink) to create a private connection between your VPC and Amazon Bedrock · docs.aws.amazon.com
- Data encryption · docs.aws.amazon.com
- Protect your data using Amazon VPC and AWS PrivateLink · docs.aws.amazon.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS EC2 GPU instance pricing g6 g5 us east 2026 on demand official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Amazon Bedrock pricing on demand input output tokens official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Amazon Bedrock data protection VPC endpoints prompts not used train official AWS OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Ollama production deployment security authentication concurrency documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |