Whisper Large V3 vs Aya Expanse 32B
Compare Whisper Large V3 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
| Feature | Whisper Large V3 | Aya Expanse 32B |
|---|---|---|
| Category | Speech | Open Source |
| Parameters | 1.55B | 32B |
| Context Window | 30s | 128K |
| Input Price | $0.01/min/1M tokens | $0.03/1M tokens |
| Output Price | N/A/1M tokens | $0.06/1M tokens |
| Latency | ~200ms | ~250ms |
Choose Whisper Large V3 when:
- ✓ Voice astrology apps
- ✓ Temple voice assistants
- ✓ Transcription
14+ Indian languages, Robust to accents, Real-time capable
Choose Aya Expanse 32B when:
- ✓ Multilingual apps
- ✓ Translation
- ✓ Global content
23 languages, Open weights, Strong multilingual
Verdict: Whisper Large V3 vs Aya Expanse 32B
For cost efficiency, Whisper Large V3 wins at $0.01/min/1M input tokens. For speed, Whisper Large V3 is faster at ~200ms. Whisper Large V3 excels at Voice astrology apps 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
Whisper Large V3 costs $0.01/min/1M input tokens and N/A/1M output tokens. Aya Expanse 32B costs $0.03 input and $0.06 output. Whisper Large V3 is 3.0x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.
Performance & Context
Whisper Large V3 has a 30s context window with ~200ms latency. Aya Expanse 32B offers 128K context at ~250ms. Aya Expanse 32B has the larger context window.
Best For
Whisper Large V3 (Speech) is optimized for: Voice astrology apps, Temple voice assistants, Transcription. 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 Whisper Large V3
response_a = client.chat.completions.create(
model="whisper-large-v3",
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"}]
)Frequently Asked Questions
Which is better, Whisper Large V3 or Aya Expanse 32B?
Whisper Large V3 (Speech, 1.55B) offers 14+ Indian languages. Aya Expanse 32B (Open Source, 32B) offers 23 languages. Choose Whisper Large V3 for Voice astrology apps or Aya Expanse 32B for Multilingual apps.
How much does Whisper Large V3 cost vs Aya Expanse 32B?
Whisper Large V3: $0.01/min/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 Whisper Large V3 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.