Proprietary Foundation Model Serving
Serve state-of-the-art proprietary foundation models for real-time and batch inference workload needs. This enables you to quickly and easily build applications that leverage high-quality proprietary generative AI models from various vendors directly on the Databricks platform without the need to additionally and separately engage with other vendors.
* For Azure customers, if you have an Azure Commit with Databricks, Databricks may make available this service as an ADI Service that integrates with Azure Databricks. The ADI Service is sold and invoiced by Databricks. Contact Sales to get access.
1. Azure Databricks, as a first-party service on Microsoft Azure, offers unified billing and support by Microsoft
The Premium tier on Azure Databricks corresponds to the Enterprise tier on AWS and GCP
Proprietary Foundation Model Serving DBU rates
| Model | Endpoint type | Context Length | Pay Per Token | Batch Inference | |||
|---|---|---|---|---|---|---|---|
| Input | Output | Cache writes | Cache reads | ||||
| DBU / 1M Tokens | DBU / 1M Tokens | DBU / 1M Tokens | DBU / 1M Tokens | DBU / hour | |||
| OpenAI | |||||||
| GPT 5.5 | Global | Short | 71.429 | 428.571 | 71.429 | 7.143 | 214.286 |
| In-geo | 78.572 | 471.428 | 78.572 | 7.857 | 235.715 | ||
| GPT 5.4 / 5.5 Pro | Global | Short | 428.571 | 2,571.429 | 428.571 | 42.857 | 1,142.857 |
| In-geo | 471.428 | 2,828.572 | 471.428 | 47.143 | 1,257.143 | ||
| GPT 5.4 / 5.5 Pro | Global | Long | 857.142 | 3,857.144 | 857.142 | 85.714 | 1,142.857 |
| In-geo | 942.856 | 4,242.858 | 942.856 | 94.286 | 1,257.143 | ||
| GPT 5.4 | Global | Short | 35.714 | 214.286 | 35.714 | 3.571 | 192.857 |
| In-geo | 39.285 | 235.715 | 39.285 | 3.929 | 212.143 | ||
| GPT 5.4 | Global | Long | 71.428 | 321.429 | 71.428 | 7.143 | 192.857 |
| In-geo | 78.571 | 353.572 | 78.571 | 7.857 | 212.143 | ||
| GPT 5.4 mini | Global | All Lengths | 10.714 | 64.286 | 10.714 | 1.071 | 107.143 |
| In-geo | 11.786 | 70.714 | 11.786 | 1.179 | 117.857 | ||
| GPT 5.4 nano | Global | All Lengths | 2.857 | 17.857 | 2.857 | 0.286 | 71.429 |
| In-geo | 3.143 | 19.643 | 3.143 | 0.314 | 78.571 | ||
| GPT 5.2/5.3 Codex | Global | All Lengths | 25.000 | 200.000 | 25.000 | 2.500 | n/a |
| In-geo | 27.500 | 220.000 | 27.500 | 2.750 | n/a | ||
| GPT 5.2 | Global | All Lengths | 25.000 | 200.000 | 25.000 | 2.500 | 184.286 |
| In-geo | 27.500 | 220.000 | 27.500 | 2.750 | 202.714 | ||
| GPT 5.1 | Global | All Lengths | 17.857 | 142.857 | 17.857 | 1.786 | 131.429 |
| In-geo | 19.643 | 157.143 | 19.643 | 1.965 | 144.571 | ||
| GPT 5.1 Codex Max | Global | All Lengths | 17.857 | 142.857 | 17.857 | 1.786 | n/a |
| In-geo | 19.643 | 157.143 | 19.643 | 1.965 | n/a | ||
| GPT 5 | Global | All Lengths | 17.857 | 142.857 | 17.857 | 1.786 | 131.429 |
| In-geo | 19.643 | 157.143 | 19.643 | 1.965 | 144.571 | ||
| GPT 5 mini | Global | All Lengths | 3.571 | 28.571 | 3.571 | 0.357 | 71.429 |
| In-geo | 3.929 | 31.429 | 3.929 | 0.393 | 78.571 | ||
| GPT 5.1 Codex Mini | Global | All Lengths | 3.571 | 28.571 | 3.571 | 0.357 | n/a |
| In-geo | 3.929 | 31.429 | 3.929 | 0.393 | n/a | ||
| GPT 5 nano | Global | All Lengths | 0.714 | 5.714 | 0.714 | 0.071 | 53.571 |
| In-geo | 0.786 | 6.286 | 0.786 | 0.078 | 58.929 | ||
Proprietary Foundation Model Serving DBU rates
| Model | Endpoint type | Context Length | Pay Per Token | Batch Inference | |||
|---|---|---|---|---|---|---|---|
| Input | Output | Cache writes | Cache reads | ||||
| DBU / 1M Tokens | DBU / 1M Tokens | DBU / 1M Tokens | DBU / 1M Tokens | DBU / hour | |||
| Anthropic | |||||||
| Claude Opus 4.5 / 4.6 / 4.7 | Global | All Lengths | 71.429 | 357.143 | 89.286 | 7.143 | 178.571 |
| In-geo | 78.571 | 392.857 | 98.214 | 7.857 | 196.429 | ||
| Claude Opus 4 / 4.1 | Global/In-geo | All Lengths | 214.286 | 1,071.429 | 267.857 | 21.429 | 514.286 |
| Claude Sonnet 4.5 / 4.6 | Global | All Lengths | 42.857 | 214.286 | 53.571 | 4.286 | 214.286 |
| In-geo | 47.143 | 235.715 | 58.928 | 4.715 | 235.715 | ||
| Claude Sonnet 4 / 4.1 | Global/In-geo | Short Context | 42.857 | 214.286 | 53.571 | 4.286 | 214.286 |
| Long Context (>200k tokens) | 85.714 | 321.429 | 107.143 | 8.571 | 214.286 | ||
| Claude Haiku 4.5 | Global | All Lengths | 14.286 | 71.429 | 17.857 | 1.429 | 114.286 |
| In-geo | 15.715 | 78.572 | 19.643 | 1.572 | 125.714 | ||
Proprietary Foundation Model Serving DBU rates
| Model | Endpoint type | Context Length | Pay Per Token | Batch Inference | |||
|---|---|---|---|---|---|---|---|
| Input | Output | Cache writes | Cache reads | ||||
| DBU / 1M Tokens | DBU / 1M Tokens | DBU / 1M Tokens | DBU / 1M Tokens | DBU / hour | |||
| Gemini 3.5 Flash | Global | All Lengths | 26.786 | 160.714 | 26.786 | 2.679 | coming soon |
| In-geo | All Lengths | 29.464 | 176.786 | 29.464 | 2.946 | coming soon | |
| Gemini 3.1 Flash Lite | Global | All Lengths | 4.464 | 26.786 | 4.464 | 0.446 | 89.286 |
| In-geo | All Lengths | 4.911 | 29.464 | 4.911 | 0.491 | 98.214 | |
| Gemini 3.0 / 3.1 Pro | Global/In-geo | Short Context | 35.714 | 214.286 | 35.714 | 3.571 | 230.429 |
| Long Context (>200k tokens) | 71.429 | 321.429 | 71.429 | 7.143 | 230.429 | ||
| Gemini 3.0 Flash | Global/In-geo | All Lengths | 8.929 | 53.571 | 8.929 | 0.893 | 125.000 |
| Gemini 2.5 Pro | Global/In-geo | Short Context | 22.321 | 178.571 | 22.321 | 2.232 | 164.286 |
| Long Context (>200k tokens) | 44.643 | 267.857 | 44.643 | 4.464 | 164.286 | ||
| Gemini 2.5 Flash | Global/In-geo | All Lengths | 5.357 | 44.643 | 5.357 | 0.536 | 107.143 |
| Gemini 2.5 Flash Lite | Global/In-geo | All Lengths | 1.786 | 7.143 | 1.786 | 0.179 | n/a |
NOTE: The Gemini model DBU rates shown here do not include a promotional discount of 20% (promotional pricing is 20% lower than shown). The promotion will run until June 30, 2026 after which all prices will revert to the DBU rates shown in this table.
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