Gemma 3 4B vs DBRX

Compare Gemma 3 4B 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

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Feature Gemma 3 4B DBRX
CategoryCompactEnterprise
Parameters4B132B (36B active)
Context Window128K32K
Input Price$0.008/1M tokens$0.04/1M tokens
Output Price$0.015/1M tokens$0.08/1M tokens
Latency~60ms~300ms

Choose Gemma 3 4B when:

  • ✓ Intent detection
  • ✓ Keyword extraction
  • ✓ Preprocessing
Key Strengths:

Ultra-small, Fastest inference, Minimal cost

Choose DBRX when:

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

MoE efficient, Good for data, Enterprise-grade

Verdict: Gemma 3 4B vs DBRX

For cost efficiency, Gemma 3 4B wins at $0.008/1M input tokens. For speed, DBRX is faster at ~300ms. Gemma 3 4B excels at Intent detection 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

Gemma 3 4B costs $0.008/1M input tokens and $0.015/1M output tokens. DBRX costs $0.04 input and $0.08 output. Gemma 3 4B is 5.0x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

Gemma 3 4B has a 128K context window with ~60ms latency. DBRX offers 32K context at ~300ms. Gemma 3 4B has the larger context window.

Best For

Gemma 3 4B (Compact) is optimized for: Intent detection, Keyword extraction, Preprocessing. 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 Gemma 3 4B
response_a = client.chat.completions.create(
    model="gemma-3-4b",
    messages=[{"role": "user", "content": "Your question here"}]
)

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

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Frequently Asked Questions

Which is better, Gemma 3 4B or DBRX?

Gemma 3 4B (Compact, 4B) offers Ultra-small. DBRX (Enterprise, 132B (36B active)) offers MoE efficient. Choose Gemma 3 4B for Intent detection or DBRX for Data pipelines.

How much does Gemma 3 4B cost vs DBRX?

Gemma 3 4B: $0.008/1M input, $0.015/1M 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 Gemma 3 4B and DBRX by changing the model parameter. No code changes needed.

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