Updated March 10, 2026
Databricks builds DBRX, an open-source mixture-of-experts LLM, and operates the Mosaic AI platform.
DeepSeek is a Chinese AI research lab that develops high-performance open-source language models. Their DeepSeek-V2 and DeepSeek-Coder models have achieved state-of-the-art results on coding and reasoning benchmarks while using innovative architectures for cost-efficient training and inference. DeepSeek models are freely available for commercial use and are popular with developers seeking powerful open alternatives to proprietary models.
Core capabilities each platform advertises.
What each tool does well, and the limitations to keep in mind.
Pros
Cons
Pros
Cons
Choose Databricks (DBRX) if you wantChoose if you want
Choose DeepSeek if you wantChoose if you want
How Databricks (DBRX)'s and DeepSeek's models score on public benchmarks, and their live API status.
Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 1,000+ models through one gateway.
Try Respan free