How much do software platforms charge for deploying private language models on AWS versus on-premise hardware? I need current market pricing to present to my business partner in Brookline.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much do software platforms charge for deploying private language models on AWS versus on-premise hardware? I need current market pricing to present to my business partner in Brookline.
4 real searches · 1 real-search pass
2026 private LLM deployment platform pricing AWS on-prem NVIDIA AI Enterprise price per GPU Red Hat OpenShift AI pricingGoogle ↗
OBSERVEDComparison
AWS EC2 GPU instance pricing p5 g6 2026 on demand official pricingGoogle ↗
OBSERVEDComparison
NVIDIA AI Enterprise subscription pricing per GPU annual 2026 officialGoogle ↗
OBSERVEDOther / navigational
private AI platform on-prem software pricing quote-based vendors 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 (4)
Classes come from the query-classifier (a local Laya model). 3 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 private LLM deployment platform pricing AWS on-prem NVIDIA AI Enterprise price per GPU Red Hat OpenShift AI pricing Google ↗
AWS EC2 GPU instance pricing p5 g6 2026 on demand official pricing Google ↗
NVIDIA AI Enterprise subscription pricing per GPU annual 2026 official Google ↗
private AI platform on-prem software pricing quote-based vendors 2026 Google ↗
- Pricing · docs.nvidia.com
- NVIDIA AI Enterprise Licensing · docs.nvidia.com
- AWS Marketplace: NVIDIA AI Enterprise · aws.amazon.com.cdn.amazon.com
- Sealed Intelligence | A Private AI Platform with Zero Data Exposure · sealedintelligence.com
- Pricing · voidllm.ai
- p5.48xlarge price: $55.04/hr, $40,179/mo in 10 regions · cloud-credits.org
- p5.48xlarge: $55.0400/hr — 192 vCPU, 2048 GiB · ec2calc.cloud
- Amazon EC2 Capacity Blocks for ML Pricing · aws.amazon.com
- Private LLM Deployment Services | On-Premise & Self-Hosted AI · ai.codersarts.com
- Official platform · redhat.com
- Official project · github.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 private LLM deployment platform pricing AWS on-prem NVIDIA AI Enterprise price per GPU Red Hat OpenShift AI pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS EC2 GPU instance pricing p5 g6 2026 on demand official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NVIDIA AI Enterprise subscription pricing per GPU annual 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
private AI platform on-prem software pricing quote-based vendors 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |