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DBRX Instruct

Not visibleText to TextOpen SourceAPISelf-Hosted

Pricing

Model
Freemium
Free Tier
Professional Data and AI tools

Summary

Databricks' 132B open-source model optimized for coding and reasoning within enterprise AI stacks.

DBRX Instruct is a free, open-source large language model built by Databricks for instruction-following tasks in software development and enterprise applications. It uses a mixture-of-experts architecture to balance performance with efficiency, and integrates natively with Databricks' data platform—a meaningful advantage if you're already in that ecosystem. The model shows strong results on coding and reasoning benchmarks, but carries real limitations: no vision capabilities, a shorter context window than Claude or GPT-4, and less real-world adoption in mainstream enterprise settings. For teams deeply embedded in Databricks infrastructure, it's a compelling option; for everyone else, it remains a secondary choice.

Bottom line: *Use this if you're on Databricks and need coding-focused reasoning; skip it if you need multimodal capabilities or broad ecosystem support.*

Community Performance Report Card

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Best For: Software development teams, Enterprise AI applications, Coding and technical tasks, Organizations using Databricks platform, Multi-turn dialogue systems

LLM Spec Sheet

Specializations

CodeMathReasoningInstructionChatLong ContextMultilingual
Knowledge BaseTrained through December 2023

Benchmarks

80.7%MMLU
87.5%HumanEval

Pricing & Limits

Input price
$0.50 / 1M tokens
Output price
$1.50 / 1M tokens
Max output tokens
4096.0000

Metrics from legacy-discovery, updated .

Community Benchmarks Community

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Changelog

  • Input price first recorded at $0.50/1M · legacy-discovery
  • Output price first recorded at $1.50/1M · legacy-discovery
  • MMLU first recorded at 80.7% · legacy-discovery
  • HumanEval first recorded at 87.5% · legacy-discovery
  • Max output first recorded at 4.1k tokens · legacy-discovery
  • Strong performance on coding and technical benchmarks
  • Efficient mixture-of-experts architecture
  • Native integration with Databricks AI Platform
  • Competitive reasoning and instruction-following capabilities
  • Limited vision or multimodal capabilities
  • Smaller context window compared to some competitors
  • Less widely adopted than GPT-4 or Claude in enterprise market

Community Reviews

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About

Platforms
Web, API
Languages
English
API Available
Yes
Self-Hosted
Yes
Last Updated
2026-04-08T04:44:57.666Z

Best For

Who it's for

  • Software development teams
  • Enterprise AI applications
  • Coding and technical tasks
  • Organizations using Databricks platform
  • Multi-turn dialogue systems

What it does well

  • Code generation and completion
  • Question-answering and retrieval
  • Conversational AI
  • Content creation
  • Enterprise data applications

Integrations

Databricks AI PlatformHugging FaceLangChainLlamaIndex

Discussion Community

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Frequently Asked Questions

Is DBRX Instruct open source?
Yes. DBRX Instruct is open source — the source repository is at https://github.com/databricks/dbrx.
Does DBRX Instruct have an API?
Yes. DBRX Instruct exposes a developer API. See the official documentation at https://databricks.com for details.
Can I self-host DBRX Instruct?
Yes. DBRX Instruct supports self-hosting on your own infrastructure.
What are the alternatives to DBRX Instruct?
Common alternatives include GPT-4, Claude 3, Llama 2. Compare them on AIDiveForge for pricing, features, and platform support.
When was DBRX Instruct released?
DBRX Instruct was first released in 2024.
What platforms does DBRX Instruct support?
DBRX Instruct is available on: Web, API.

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DBRX Instruct is Databricks’ flagship instruction-tuned large language model, part of the DBRX family of models. Built on a mixture-of-experts (MoE) architecture with 132 billion total parameters, it delivers competitive performance on standard benchmarks while maintaining efficient inference characteristics. The model is optimized for enterprise deployment scenarios including code generation, question-answering, creative writing, and complex reasoning tasks. DBRX Instruct demonstrates particularly strong capabilities in programming-related tasks and multi-turn conversations, making it well-suited for developers and enterprises building AI applications on the Databricks platform.