Kolors vs Aya Expanse 32B

Compare Kolors and Aya Expanse 32B: 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 Kolors Aya Expanse 32B
CategoryImageOpen Source
Parameters~3B32B
Context WindowN/A128K
Input Price$0.003/image/1M tokens$0.03/1M tokens
Output PriceN/A/1M tokens$0.06/1M tokens
Latency~3s~250ms

Choose Kolors when:

  • ✓ Cultural artwork
  • ✓ Asian aesthetics
  • ✓ Temple visuals
Key Strengths:

Asian cultural imagery, Good quality, Fast

Choose Aya Expanse 32B when:

  • ✓ Multilingual apps
  • ✓ Translation
  • ✓ Global content
Key Strengths:

23 languages, Open weights, Strong multilingual

Verdict: Kolors vs Aya Expanse 32B

For cost efficiency, Kolors wins at $0.003/image/1M input tokens. For speed, Aya Expanse 32B is faster at ~250ms. Kolors excels at Cultural artwork while Aya Expanse 32B is better for Multilingual apps. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

Kolors costs $0.003/image/1M input tokens and N/A/1M output tokens. Aya Expanse 32B costs $0.03 input and $0.06 output. Kolors is 10.0x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

Kolors has a N/A context window with ~3s latency. Aya Expanse 32B offers 128K context at ~250ms. Aya Expanse 32B has the larger context window.

Best For

Kolors (Image) is optimized for: Cultural artwork, Asian aesthetics, Temple visuals. Aya Expanse 32B (Open Source) works best for: Multilingual apps, Translation, Global content.

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

# Use Aya Expanse 32B
response_b = client.chat.completions.create(
    model="c4ai-aya-expanse-32b",
    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, Kolors or Aya Expanse 32B?

Kolors (Image, ~3B) offers Asian cultural imagery. Aya Expanse 32B (Open Source, 32B) offers 23 languages. Choose Kolors for Cultural artwork or Aya Expanse 32B for Multilingual apps.

How much does Kolors cost vs Aya Expanse 32B?

Kolors: $0.003/image/1M input, N/A/1M output. Aya Expanse 32B: $0.03/1M input, $0.06/1M 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 Kolors and Aya Expanse 32B 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.