DBRX Instruct
Databricks
7/10
Dimension Breakdown
Tool Calling 6/10
Reliability of function/tool calling — correct schema adherence and parameter extraction
Cost Efficiency 8/10
Price per token relative to output quality for agent tasks
Latency 7/10
Response time — time to first token and total generation time under load
API Reliability 7/10
Uptime, rate limit headroom, and error rates in production
Context Quality 7/10
Long-context coherence and instruction following over turns
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RAG General
Summary
Open-source option for enterprise RAG with good data governance features, but lags proprietary models on tool-calling accuracy.
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Last updated: May 4, 2026