Pixtral 12B vs Luma Dream Machine

Compare Pixtral 12B and Luma Dream Machine: 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 Mistral models All Luma AI models What is an LLM API? Python Quickstart What is inference?
Feature Pixtral 12B Luma Dream Machine
CategoryVisionVideo
Parameters12B~5B
Context Window128KN/A
Input Price$0.02/1M tokens$0.15/video/1M tokens
Output Price$0.04/1M tokensN/A/1M tokens
Latency~200ms~20s

Choose Pixtral 12B when:

  • ✓ Simple image tasks
  • ✓ Classification
  • ✓ OCR
Key Strengths:

Low cost vision, Fast, Compact

Choose Luma Dream Machine when:

  • ✓ Quick videos
  • ✓ Social media
  • ✓ Prototyping
Key Strengths:

Fast generation, Good quality, Easy to use

Verdict: Pixtral 12B vs Luma Dream Machine

For cost efficiency, Pixtral 12B wins at $0.02/1M input tokens. For speed, Pixtral 12B is faster at ~200ms. Pixtral 12B excels at Simple image tasks while Luma Dream Machine is better for Quick videos. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

Pixtral 12B costs $0.02/1M input tokens and $0.04/1M output tokens. Luma Dream Machine costs $0.15/video input and N/A output. Pixtral 12B is 7.5x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

Pixtral 12B has a 128K context window with ~200ms latency. Luma Dream Machine offers N/A context at ~20s. Pixtral 12B has the larger context window.

Best For

Pixtral 12B (Vision) is optimized for: Simple image tasks, Classification, OCR. Luma Dream Machine (Video) works best for: Quick videos, Social media, Prototyping.

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 Pixtral 12B
response_a = client.chat.completions.create(
    model="pixtral-12b",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use Luma Dream Machine
response_b = client.chat.completions.create(
    model="luma-dream-machine",
    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, Pixtral 12B or Luma Dream Machine?

Pixtral 12B (Vision, 12B) offers Low cost vision. Luma Dream Machine (Video, ~5B) offers Fast generation. Choose Pixtral 12B for Simple image tasks or Luma Dream Machine for Quick videos.

How much does Pixtral 12B cost vs Luma Dream Machine?

Pixtral 12B: $0.02/1M input, $0.04/1M output. Luma Dream Machine: $0.15/video/1M input, N/A/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 Pixtral 12B and Luma Dream Machine by changing the model parameter. No code changes needed.

Related Comparisons

Pixtral 12B vs Vedika Vision Pixtral 12B vs Llama 3.2 90B Vision Pixtral 12B vs Llama 3.2 11B Vision Pixtral 12B vs Qwen 2.5 VL 72B Pixtral 12B vs Qwen 2.5 VL 7B Pixtral 12B vs Pixtral Large

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