Jamba 1.5 Mini vs Aya Expanse 32B
Compare Jamba 1.5 Mini 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 | Jamba 1.5 Mini | Aya Expanse 32B |
|---|---|---|
| Category | Compact | Open Source |
| Parameters | 52B (12B active) | 32B |
| Context Window | 256K | 128K |
| Input Price | $0.02/1M tokens | $0.03/1M tokens |
| Output Price | $0.04/1M tokens | $0.06/1M tokens |
| Latency | ~200ms | ~250ms |
Choose Jamba 1.5 Mini when:
- ✓ Long document Q&A
- ✓ Budget apps
- ✓ Summarization
256K context, Low cost, SSM efficiency
Choose Aya Expanse 32B when:
- ✓ Multilingual apps
- ✓ Translation
- ✓ Global content
23 languages, Open weights, Strong multilingual
Verdict: Jamba 1.5 Mini vs Aya Expanse 32B
For cost efficiency, Jamba 1.5 Mini wins at $0.02/1M input tokens. For speed, Jamba 1.5 Mini is faster at ~200ms. Jamba 1.5 Mini excels at Long document Q&A 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
Jamba 1.5 Mini costs $0.02/1M input tokens and $0.04/1M output tokens. Aya Expanse 32B costs $0.03 input and $0.06 output. Jamba 1.5 Mini is 1.5x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.
Performance & Context
Jamba 1.5 Mini has a 256K context window with ~200ms latency. Aya Expanse 32B offers 128K context at ~250ms. Jamba 1.5 Mini has the larger context window.
Best For
Jamba 1.5 Mini (Compact) is optimized for: Long document Q&A, Budget apps, Summarization. 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 Jamba 1.5 Mini
response_a = client.chat.completions.create(
model="jamba-1-5-mini",
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, Jamba 1.5 Mini or Aya Expanse 32B?
Jamba 1.5 Mini (Compact, 52B (12B active)) offers 256K context. Aya Expanse 32B (Open Source, 32B) offers 23 languages. Choose Jamba 1.5 Mini for Long document Q&A or Aya Expanse 32B for Multilingual apps.
How much does Jamba 1.5 Mini cost vs Aya Expanse 32B?
Jamba 1.5 Mini: $0.02/1M input, $0.04/1M 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 Jamba 1.5 Mini 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.