Vedika Standard vs Vedika Fast
Compare Vedika Standard and Vedika Fast: 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 | Vedika Standard | Vedika Fast |
|---|---|---|
| Category | Domain Specialist | Domain Specialist |
| Parameters | 120B | 8B |
| Context Window | 128K | 32K |
| Input Price | $0.06/1M tokens | $0.04/1M tokens |
| Output Price | $0.10/1M tokens | $0.06/1M tokens |
| Latency | ~400ms | ~120ms |
Choose Vedika Standard when:
- ✓ Astrology chatbots
- ✓ Temple content
- ✓ Devotional Q&A
14 Indian languages native, 131 computed yogas, Classical text citations
Choose Vedika Fast when:
- ✓ Voice astrology bots
- ✓ Real-time chatbots
- ✓ Temple kiosks
Sub-200ms latency, Voice-optimized, Real-time chat
Verdict: Vedika Standard vs Vedika Fast
For cost efficiency, Vedika Fast wins at $0.04/1M input tokens. For speed, Vedika Fast is faster at ~120ms. Vedika Standard excels at Astrology chatbots while Vedika Fast is better for Voice astrology bots. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.
Detailed Analysis
Pricing Comparison
Vedika Standard costs $0.06/1M input tokens and $0.10/1M output tokens. Vedika Fast costs $0.04 input and $0.06 output. Vedika Fast is 1.5x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.
Performance & Context
Vedika Standard has a 128K context window with ~400ms latency. Vedika Fast offers 32K context at ~120ms. Vedika Standard has the larger context window.
Best For
Vedika Standard (Domain Specialist) is optimized for: Astrology chatbots, Temple content, Devotional Q&A. Vedika Fast (Domain Specialist) works best for: Voice astrology bots, Real-time chatbots, Temple kiosks.
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 Vedika Standard
response_a = client.chat.completions.create(
model="vedika-standard",
messages=[{"role": "user", "content": "Your question here"}]
)
# Use Vedika Fast
response_b = client.chat.completions.create(
model="vedika-fast",
messages=[{"role": "user", "content": "Your question here"}]
)Frequently Asked Questions
Which is better, Vedika Standard or Vedika Fast?
Vedika Standard (Domain Specialist, 120B) offers 14 Indian languages native. Vedika Fast (Domain Specialist, 8B) offers Sub-200ms latency. Choose Vedika Standard for Astrology chatbots or Vedika Fast for Voice astrology bots.
How much does Vedika Standard cost vs Vedika Fast?
Vedika Standard: $0.06/1M input, $0.10/1M output. Vedika Fast: $0.04/1M 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 Vedika Standard and Vedika Fast 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.