Simulating realistic Translation parameters (5,000 in / 5,500 out with 15% cache reuse). Databricks DBRX Instruct delivers a 53% cost reduction over DeepSeek V4 Pro.
| Traffic Volume Tier | DeepSeek V4 Pro Monthly | Databricks DBRX Instruct Monthly | Monthly Savings by picking Databricks DBRX Instruct |
|---|---|---|---|
| 1,000 reqs/mo (Dev/Testing) | $27.423 | $12.90 | Save $14.523 / mo |
| 10,000 reqs/mo (Small App) | $274.23 | $129.00 | Save $145.23 / mo |
| 100,000 reqs/mo (Growth Production) | $2,742.30 | $1,290.00 | Save $1,452.30 / mo |
| 1,000,000 reqs/mo (Scale SaaS) | $27,423.00 | $12,900.00 | Save $14,523.00 / mo |
Databricks DBRX Instruct is 53% cheaper for Translation workloads. At standard Translation parameter ratios (5,000 input tokens, 5,500 output tokens, 15% cache hit), Databricks DBRX Instruct costs $0.0129 per request compared to $0.0274 on DeepSeek V4 Pro.
DeepSeek V4 Pro offers a context window of 1,000,000 tokens (max output: 384,000), while Databricks DBRX Instruct offers 32,768 tokens (max output: 4,096).
At 100,000 requests per month, using Databricks DBRX Instruct saves $1,452.30 every month (or $17,427.60 annually) compared to DeepSeek V4 Pro.
Output length ≈ input length; budget both sides of the request. Japanese and Chinese text typically costs more per word than English due to tokenization. Cache translation memories and glossaries embedded in the prompt.