Claude Sonnet 4.5 vs DBRX

Compare Claude Sonnet 4.5 and DBRX: pricing, performance, context window, latency, and best use cases. Side-by-side comparison on XALEN.

Updated 2026-05-21 · By Abhishek Raj · Our methodology

All Anthropic models All Databricks models What is an LLM API? Python Quickstart What is inference?
Feature Claude Sonnet 4.5 DBRX
CategoryFrontierEnterprise
Parameters~600B132B (36B active)
Context Window200K32K
Input Price$0.03/1M tokens$0.04/1M tokens
Output Price$0.15/1M tokens$0.08/1M tokens
Latency~350ms~300ms

Choose Claude Sonnet 4.5 when:

  • ✓ Code generation
  • ✓ Structured output
  • ✓ Automation
Key Strengths:

Strong coding, Better instruction following, Reliable

Choose DBRX when:

  • ✓ Data pipelines
  • ✓ Analytics
  • ✓ Enterprise workflows
Key Strengths:

MoE efficient, Good for data, Enterprise-grade

Verdict: Claude Sonnet 4.5 vs DBRX

For cost efficiency, Claude Sonnet 4.5 wins at $0.03/1M input tokens. For speed, DBRX is faster at ~300ms. Claude Sonnet 4.5 excels at Code generation while DBRX is better for Data pipelines. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

Claude Sonnet 4.5 costs $0.03/1M input tokens and $0.15/1M output tokens. DBRX costs $0.04 input and $0.08 output. Claude Sonnet 4.5 is 1.3x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

Claude Sonnet 4.5 has a 200K context window with ~350ms latency. DBRX offers 32K context at ~300ms. Claude Sonnet 4.5 has the larger context window.

Best For

Claude Sonnet 4.5 (Frontier) is optimized for: Code generation, Structured output, Automation. DBRX (Enterprise) works best for: Data pipelines, Analytics, Enterprise workflows.

Try Both on XALEN

Both models are available through XALEN's OpenAI-compatible API. Switch between them by changing the model parameter:

from xalen import XALEN

client = XALEN(api_key="xln_test_YOUR_KEY")

# Use Claude Sonnet 4.5
response_a = client.chat.completions.create(
    model="claude-sonnet-4-5",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use DBRX
response_b = client.chat.completions.create(
    model="dbrx",
    messages=[{"role": "user", "content": "Your question here"}]
)

Start Building with XALEN

200+ AI models. One API. Pay-as-you-go.

Get API Key Try in Playground

Frequently Asked Questions

Which is better, Claude Sonnet 4.5 or DBRX?

Claude Sonnet 4.5 (Frontier, ~600B) offers Strong coding. DBRX (Enterprise, 132B (36B active)) offers MoE efficient. Choose Claude Sonnet 4.5 for Code generation or DBRX for Data pipelines.

How much does Claude Sonnet 4.5 cost vs DBRX?

Claude Sonnet 4.5: $0.03/1M input, $0.15/1M output. DBRX: $0.04/1M input, $0.08/1M output. Both available on XALEN with batch processing at 50% discount.

Can I use both models on XALEN?

Yes. XALEN provides 200+ models through a single OpenAI-compatible API. Switch between Claude Sonnet 4.5 and DBRX by changing the model parameter. No code changes needed.

Related Comparisons

Claude Sonnet 4.5 vs GPT-4.1 Claude Sonnet 4.5 vs GPT-4.1 Mini Claude Sonnet 4.5 vs GPT-4o Claude Sonnet 4.5 vs Claude Opus 4 Claude Sonnet 4.5 vs Claude Sonnet 4 Claude Sonnet 4.5 vs Claude Opus 4.5

Last updated: 2026-05-21. Pricing and specifications may change. Check pricing page for latest rates.