Can you check the current pricing and tier differences for deploying private language models on AWS versus Azure for a growing team?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you check the current pricing and tier differences for deploying private language models on AWS versus Azure for a growing team?
4 real searches · 1 real-search pass
2026 AWS Bedrock pricing on-demand provisioned throughput custom model import pricing officialGoogle ↗
OBSERVEDComparison
2026 Amazon SageMaker AI real-time inference pricing GPU instances official pricingGoogle ↗
OBSERVEDComparison
2026 Azure AI Foundry model inference pricing provisioned throughput managed compute pricing officialGoogle ↗
OBSERVEDOther / navigational
2026 Azure Machine Learning managed online endpoints pricing GPU VM pricing officialGoogle ↗
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 (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
2026 AWS Bedrock pricing on-demand provisioned throughput custom model import pricing official Google ↗
2026 Amazon SageMaker AI real-time inference pricing GPU instances official pricing Google ↗
2026 Azure AI Foundry model inference pricing provisioned throughput managed compute pricing official Google ↗
2026 Azure Machine Learning managed online endpoints pricing GPU VM pricing official Google ↗
- Amazon Bedrock Pricing · aws.amazon.com
- Announcing Foundry Managed Compute: Run open models in Microsoft Foundry · devblogs.microsoft.com
- Managed compute in Microsoft Foundry - Microsoft Foundry · learn.microsoft.com
- Provisioned throughput billing and cost management - Microsoft Foundry · learn.microsoft.com
- Azure OpenAI Service - Pricing · azure.microsoft.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 AWS Bedrock pricing on-demand provisioned throughput custom model import pricing official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 Amazon SageMaker AI real-time inference pricing GPU instances official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 Azure AI Foundry model inference pricing provisioned throughput managed compute pricing official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 Azure Machine Learning managed online endpoints pricing GPU VM pricing official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |