Gemma 3 12B vs Amazon Nova Pro
Compare Gemma 3 12B and Amazon Nova Pro: 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 | Gemma 3 12B | Amazon Nova Pro |
|---|---|---|
| Category | Compact | Frontier |
| Parameters | 12B | ~300B |
| Context Window | 128K | 300K |
| Input Price | $0.015/1M tokens | $0.008/1M tokens |
| Output Price | $0.03/1M tokens | $0.032/1M tokens |
| Latency | ~100ms | ~300ms |
Choose Gemma 3 12B when:
- ✓ Edge deployments
- ✓ Classification
- ✓ Simple chatbots
Very compact, Fast, Low cost
Choose Amazon Nova Pro when:
- ✓ Budget apps
- ✓ Document analysis
- ✓ Enterprise
Very low cost, 300K context, Multimodal
Verdict: Gemma 3 12B vs Amazon Nova Pro
For cost efficiency, Amazon Nova Pro wins at $0.008/1M input tokens. For speed, Gemma 3 12B is faster at ~100ms. Gemma 3 12B excels at Edge deployments while Amazon Nova Pro is better for Budget 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
Gemma 3 12B costs $0.015/1M input tokens and $0.03/1M output tokens. Amazon Nova Pro costs $0.008 input and $0.032 output. Amazon Nova Pro is 1.9x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.
Performance & Context
Gemma 3 12B has a 128K context window with ~100ms latency. Amazon Nova Pro offers 300K context at ~300ms. Amazon Nova Pro has the larger context window.
Best For
Gemma 3 12B (Compact) is optimized for: Edge deployments, Classification, Simple chatbots. Amazon Nova Pro (Frontier) works best for: Budget apps, Document analysis, Enterprise.
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 Gemma 3 12B
response_a = client.chat.completions.create(
model="gemma-3-12b",
messages=[{"role": "user", "content": "Your question here"}]
)
# Use Amazon Nova Pro
response_b = client.chat.completions.create(
model="amazon-nova-pro",
messages=[{"role": "user", "content": "Your question here"}]
)Frequently Asked Questions
Which is better, Gemma 3 12B or Amazon Nova Pro?
Gemma 3 12B (Compact, 12B) offers Very compact. Amazon Nova Pro (Frontier, ~300B) offers Very low cost. Choose Gemma 3 12B for Edge deployments or Amazon Nova Pro for Budget apps.
How much does Gemma 3 12B cost vs Amazon Nova Pro?
Gemma 3 12B: $0.015/1M input, $0.03/1M output. Amazon Nova Pro: $0.008/1M input, $0.032/1M 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 Gemma 3 12B and Amazon Nova Pro by changing the model parameter. No code changes needed.
Related Comparisons
Last updated: 2026-05-21. Pricing and specifications may change. Check pricing page for latest rates.