What are the current pricing and rate limit differences between running inference on dedicated AWS instances versus using managed LLM APIs for a high volume enterprise app we are launching tonight?
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The searches the AI actually ran for this prompt.
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What are the current pricing and rate limit differences between running inference on dedicated AWS instances versus using managed LLM APIs for a high volume enterprise app we are launching tonight?
5 real searches · 1 real-search pass
2026 AWS EC2 GPU instance pricing p5 p6g g6 on-demand hourly pricing officialGoogle ↗
OBSERVED
AWS Bedrock model inference pricing on-demand token pricing provisioned throughput quotas rate limits 2026 officialGoogle ↗
OBSERVED
OpenAI API pricing rate limits enterprise tier tokens per minute requests per minute official 2026Google ↗
OBSERVED
Anthropic API pricing rate limits tier enterprise official 2026Google ↗
OBSERVED
Amazon SageMaker real-time inference pricing GPU instances rate limits throughput official AWSGoogle ↗
OBSERVED
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.
Classifying 5 queries…
Searches and sources
ChatGPT5 real searches · gpt-6
2026 AWS EC2 GPU instance pricing p5 p6g g6 on-demand hourly pricing official Google ↗
AWS Bedrock model inference pricing on-demand token pricing provisioned throughput quotas rate limits 2026 official Google ↗
OpenAI API pricing rate limits enterprise tier tokens per minute requests per minute official 2026 Google ↗
Anthropic API pricing rate limits tier enterprise official 2026 Google ↗
Amazon SageMaker real-time inference pricing GPU instances rate limits throughput official AWS Google ↗
- Amazon EC2 Capacity Blocks for ML Pricing · aws.amazon.com
- Purchasing On-Demand Instances for Amazon EC2 · docs.aws.amazon.com
- Amazon Bedrock Pricing · aws.amazon.com
- Service tiers for optimizing performance and cost · docs.aws.amazon.com
- GPT-5.5 Model · developers.openai.com
- Pricing · platform.claude.com
- Rate limits · developers.openai.com
- Our approach to API rate limits · support.anthropic.com
- Quotas for Amazon Bedrock · docs.aws.amazon.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 AWS EC2 GPU instance pricing p5 p6g g6 on-demand hourly pricing official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AWS Bedrock model inference pricing on-demand token pricing provisioned throughput quotas rate limits 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
OpenAI API pricing rate limits enterprise tier tokens per minute requests per minute official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Anthropic API pricing rate limits tier enterprise official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Amazon SageMaker real-time inference pricing GPU instances rate limits throughput official AWS OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |