Databricksopen-weight
Released: 2024-03-27

DBRX Instruct

Databricks high-efficiency open foundation model built with fine-grained 16-expert Mixture-of-Experts.

Intelligence Index
77.0/ 100
Calibrated multi-domain composite
Throughput Speed
70tok/sec
Output streaming throughput
Time To First Token
360ms
Initial chunk server latency
LiveBench Contam-Free
67.2%
September 2026 suite score

Sourced Benchmark Evaluations (2)

Verified performance across authoritative benchmarks with provenance tracking.
BenchmarkStatusScoreTrustDateSource TypeProvenance
ARC-AGI-2Nearing Saturation59.3%
75
2024-04-24independentSource ↗
SWE-bench VerifiedSaturated51.7%
25
2024-04-05independentSource ↗
Local Hardware Execution (Ollama)Hardware Compatible
# 1. Pull and execute model locally with Ollama
ollama run dbrx-instruct

# 2. Or invoke via local OpenAI-compatible endpoint
curl http://localhost:11434/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "dbrx-instruct",
    "messages": [{"role": "user", "content": "Analyze reasoning chains on AIME 2026"}]
  }'

Evaluation & Sourcing Notes

Scores listed for DBRX Instruct represent verified evaluations extracted from official research papers, independent evaluation suites (HELM, LMSYS, OpenCompass, LiveBench), and verified audit reports.

All benchmarks marked as saturated or deprecated reflect historical performance where the benchmark no longer provides active discriminative power.