Databricks Pricing
Databricks charges between — and $30.00 per 1 million output tokens, depending on the model. Databricks Mpt 7B Instruct is the cheapest at —/1M output and $0.500/1M input; GPT-5.6 Sol is the most expensive at $30.00/1M output. The largest context window is 1.1M tokens (GPT-5.4). Prices are USD, current as of July 20, 2026.
Last updated · synced weekly from the upstream model catalog
Cheapest input
$0.050/1M
Databricks GPT 5 Nano
Cheapest output
—/1M
Databricks Mpt 7B Instruct
Longest context
1.1M
GPT-5.4
Models priced
55
Avg $12.26/1M output
Pricing by model
All prices in USD per 1 million tokens. All 55 priced models, cheapest first.
| Model | Input / 1M | Output / 1M | Context |
|---|---|---|---|
| Databricks Mpt 7B Instruct | $0.500 | — | 8K |
| GPT OSS 20B ReasoningTools | $0.050 | $0.200 | 131K |
| GPT OSS 120B ReasoningTools | $0.072 | $0.280 | 131K |
| Databricks GPT Oss 20B | $0.070 | $0.300 | 131K |
| Databricks GPT 5 Nano | $0.050 | $0.400 | 272K |
| GPT-5 Nano VisionReasoningToolsCache | $0.050 | $0.400 | 400K |
| Databricks Meta Llama 3.1 8B Instruct | $0.150 | $0.450 | 200K |
| Databricks Gemma 3 12B | $0.150 | $0.500 | 128K |
| Databricks GPT Oss 120B | $0.150 | $0.600 | 131K |
| Databricks Mixtral 8X7B Instruct | $0.500 | $1.00 | 4K |
| Databricks Mpt 30B Instruct | $1.00 | $1.00 | 8K |
| GPT-5.4 nano VisionReasoningToolsCache | $0.200 | $1.25 | 400K |
| Gemini 3.1 Flash Lite Preview VisionReasoningToolsCache | $0.250 | $1.50 | 1.0M |
| Databricks Llama 2 70B Chat | $0.500 | $1.50 | 4K |
| Databricks Llama 4 Maverick | $0.500 | $1.50 | 128K |
| Databricks Meta Llama 3.3 70B Instruct | $0.500 | $1.50 | 128K |
| Databricks GPT 5 Mini | $0.250 | $2.00 | 272K |
| GPT-5 Mini VisionReasoningToolsCache | $0.250 | $2.00 | 400K |
| Databricks Gemini 2.5 Flash | $0.300 | $2.50 | 1.0M |
| Gemini 2.5 Flash VisionReasoningToolsCache | $0.300 | $2.50 | 1.0M |
| Databricks Meta Llama 3 70B Instruct | $1.00 | $3.00 | 128K |
| Gemini 3 Flash Preview VisionReasoningToolsCache | $0.500 | $3.00 | 1.0M |
| Kimi K2.7 Code VisionReasoningToolsCache | $0.950 | $4.00 | 262K |
| GLM-5.2 ReasoningToolsCache | $1.40 | $4.40 | 1.0M |
| GPT-5.4 mini VisionReasoningToolsCache | $0.750 | $4.50 | 400K |
| Claude Haiku 4.5 VisionReasoningToolsCache | $1.00 | $5.00 | 200K |
| Databricks Claude Haiku 4.5 | $1.00 | $5.00 | 200K |
| GPT-5.6 Luna VisionReasoningToolsCache | $1.00 | $6.00 | 400K |
| Databricks Gemini 2.5 Pro | $1.25 | $10.00 | 1.0M |
| Databricks GPT 5 | $1.25 | $10.00 | 272K |
| Databricks GPT 5.1 | $1.25 | $10.00 | 272K |
| Gemini 2.5 Pro VisionReasoningToolsCache | $1.25 | $10.00 | 1.0M |
| GPT-5 VisionReasoningToolsCache | $1.25 | $10.00 | 400K |
| GPT-5.1 VisionReasoningToolsCache | $1.25 | $10.00 | 400K |
| Gemini 3 Pro Preview VisionReasoningToolsCache | $2.00 | $12.00 | 1.0M |
| Gemini 3.1 Pro Preview Custom Tools VisionReasoningToolsCache | $2.00 | $12.00 | 1.0M |
| GPT-5.2 VisionReasoningToolsCache | $1.75 | $14.00 | 400K |
| Claude Sonnet 4.5 VisionReasoningToolsCache | $3.00 | $15.00 | 200K |
| Claude Sonnet 4.6 VisionReasoningToolsCache | $3.00 | $15.00 | 1.0M |
| GPT-5.4 VisionReasoningToolsCache | $2.50 | $15.00 | 1.1M |
| GPT-5.6 Terra VisionReasoningToolsCache | $2.50 | $15.00 | 1.1M |
| Databricks Claude 3.7 Sonnet | $3.00 | $15.00 | 200K |
| Databricks Claude Sonnet 4 | $3.00 | $15.00 | 200K |
| Databricks Claude Sonnet 4.1 | $3.00 | $15.00 | 200K |
| Databricks Claude Sonnet 4.5 | $3.00 | $15.00 | 200K |
| Databricks Meta Llama 3.1 405B Instruct | $5.00 | $15.00 | 128K |
| Claude Opus 4.5 VisionReasoningToolsCache | $5.00 | $25.00 | 200K |
| Claude Opus 4.6 VisionReasoningToolsCache | $5.00 | $25.00 | 1.0M |
| Claude Opus 4.7 VisionReasoningToolsCache | $5.00 | $25.00 | 1.0M |
| Databricks Claude Opus 4.5 | $5.00 | $25.00 | 200K |
| GPT-5.5 VisionReasoningToolsCache | $5.00 | $30.00 | 1.1M |
| GPT-5.6 Sol VisionReasoningToolsCache | $5.00 | $30.00 | 1.1M |
| Claude Opus 4.1 VisionReasoningToolsCache | $15.00 | $75.00 | 200K |
| Databricks Claude Opus 4 | $15.00 | $75.00 | 200K |
| Databricks Claude Opus 4.1 | $15.00 | $75.00 | 200K |
Frequently asked questions
How much does Databricks cost per 1M tokens?
Databricks pricing ranges from — to $30.00 per 1 million output tokens across 55 models. Input tokens are cheaper than output on every model. Rates current as of July 20, 2026.
What is the cheapest Databricks model?
Databricks Mpt 7B Instruct is the cheapest Databricks model on output tokens at — per 1M, while Databricks GPT 5 Nano is cheapest on input at $0.050 per 1M. Which wins for you depends on your input-to-output ratio.
What is the largest Databricks context window?
GPT-5.4 has the largest context window in the Databricks catalog at 1.1M input tokens, with up to 128K output tokens per response.
Does Databricks support prompt caching?
Yes. GPT-5 Nano reads cached input at $0.0050 per 1M tokens, against $0.050 per 1M uncached. Caching pays off when a long system prompt or document is reused across many requests.
Which Databricks models support reasoning or vision?
The Databricks catalog includes 29 reasoning models, 26 vision models, 29 with tool calling. Reasoning models bill their internal thinking as output tokens, so they cost more per visible response than the headline rate suggests.
How do I calculate my actual Databricks bill?
Multiply your input tokens by the input rate and your output tokens by the output rate, both per million, then add retries and any conversation history resent on each turn. Calcaas does this against your real usage pattern and shows the margin left at your price point.
Other providers
What will this actually cost you?
Per-token rates only tell you half the story. Calcaas multiplies them by your real usage — prompt size, response length, retries and conversation history — then shows the margin left at your price point.
Open the free cost calculator