Aya Expanse 32B vs Perspective API

Compare Aya Expanse 32B and Perspective API: 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 Cohere models All Google models What is an LLM API? Python Quickstart What is inference?
Feature Aya Expanse 32B Perspective API
CategoryOpen SourceSafety
Parameters32B~500M
Context Window128K3K
Input Price$0.03/1M tokensFree/1M tokens
Output Price$0.06/1M tokensN/A/1M tokens
Latency~250ms~80ms

Choose Aya Expanse 32B when:

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

23 languages, Open weights, Strong multilingual

Choose Perspective API when:

  • ✓ Comment moderation
  • ✓ Toxicity detection
  • ✓ Community safety
Key Strengths:

Free, Toxicity scoring, Multiple attributes

Verdict: Aya Expanse 32B vs Perspective API

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

Detailed Analysis

Pricing Comparison

Aya Expanse 32B costs $0.03/1M input tokens and $0.06/1M output tokens. Perspective API costs Free input and N/A output. Perspective API is NaNx cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

Aya Expanse 32B has a 128K context window with ~250ms latency. Perspective API offers 3K context at ~80ms. Aya Expanse 32B has the larger context window.

Best For

Aya Expanse 32B (Open Source) is optimized for: Multilingual apps, Translation, Global content. Perspective API (Safety) works best for: Comment moderation, Toxicity detection, Community safety.

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 Aya Expanse 32B
response_a = client.chat.completions.create(
    model="c4ai-aya-expanse-32b",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use Perspective API
response_b = client.chat.completions.create(
    model="perspective-api",
    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, Aya Expanse 32B or Perspective API?

Aya Expanse 32B (Open Source, 32B) offers 23 languages. Perspective API (Safety, ~500M) offers Free. Choose Aya Expanse 32B for Multilingual apps or Perspective API for Comment moderation.

How much does Aya Expanse 32B cost vs Perspective API?

Aya Expanse 32B: $0.03/1M input, $0.06/1M output. Perspective API: Free/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 Aya Expanse 32B and Perspective API by changing the model parameter. No code changes needed.

Related Comparisons

Aya Expanse 32B vs Gemma 3 27B Aya Expanse 32B vs Llama 4 Scout Aya Expanse 32B vs Llama 4 Maverick Aya Expanse 32B vs Llama 3.3 70B Aya Expanse 32B vs Llama 3.1 405B Aya Expanse 32B vs Llama 3.1 70B Turbo

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