DBRX vs StarCoder2 7B

Compare DBRX and StarCoder2 7B: 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 DBRX StarCoder2 7B
CategoryEnterpriseCode
Parameters132B (36B active)7B
Context Window32K16K
Input Price$0.04/1M tokens$0.008/1M tokens
Output Price$0.08/1M tokens$0.015/1M tokens
Latency~300ms~60ms

Choose DBRX when:

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

MoE efficient, Good for data, Enterprise-grade

Choose StarCoder2 7B when:

  • ✓ Code completion
  • ✓ Quick generation
  • ✓ Editor integration
Key Strengths:

Open weights, Many languages, Fast

Verdict: DBRX vs StarCoder2 7B

For cost efficiency, StarCoder2 7B wins at $0.008/1M input tokens. For speed, DBRX is faster at ~300ms. DBRX excels at Data pipelines while StarCoder2 7B is better for Code completion. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

DBRX costs $0.04/1M input tokens and $0.08/1M output tokens. StarCoder2 7B costs $0.008 input and $0.015 output. StarCoder2 7B is 5.0x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

DBRX has a 32K context window with ~300ms latency. StarCoder2 7B offers 16K context at ~60ms. DBRX has the larger context window.

Best For

DBRX (Enterprise) is optimized for: Data pipelines, Analytics, Enterprise workflows. StarCoder2 7B (Code) works best for: Code completion, Quick generation, Editor integration.

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

# Use StarCoder2 7B
response_b = client.chat.completions.create(
    model="starcoder2-7b",
    messages=[{"role": "user", "content": "Your question here"}]
)

Start Building with XALEN

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Get API Key Try in Playground

Frequently Asked Questions

Which is better, DBRX or StarCoder2 7B?

DBRX (Enterprise, 132B (36B active)) offers MoE efficient. StarCoder2 7B (Code, 7B) offers Open weights. Choose DBRX for Data pipelines or StarCoder2 7B for Code completion.

How much does DBRX cost vs StarCoder2 7B?

DBRX: $0.04/1M input, $0.08/1M output. StarCoder2 7B: $0.008/1M input, $0.015/1M 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 DBRX and StarCoder2 7B 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.