Vedika Astro Agent vs Arctic Large
Compare Vedika Astro Agent and Arctic Large: 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 Astro Agent | Arctic Large |
|---|---|---|
| Category | Agent | Enterprise |
| Parameters | Multi-model | 480B (17B active) |
| Context Window | 256K | 128K |
| Input Price | $0.08/1M tokens | $0.06/1M tokens |
| Output Price | $0.15/1M tokens | $0.10/1M tokens |
| Latency | ~1000ms | ~400ms |
Choose Vedika Astro Agent when:
- ✓ Full astrology Q&A
- ✓ Chart analysis
- ✓ Report generation
Multi-step reasoning, Built-in calculations, Auto-citation
Choose Arctic Large when:
- ✓ Data analysis
- ✓ SQL generation
- ✓ Business intelligence
Strong SQL, Data analysis, Enterprise features
Verdict: Vedika Astro Agent vs Arctic Large
For cost efficiency, Arctic Large wins at $0.06/1M input tokens. For speed, Vedika Astro Agent is faster at ~1000ms. Vedika Astro Agent excels at Full astrology Q&A while Arctic Large is better for Data analysis. 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 Astro Agent costs $0.08/1M input tokens and $0.15/1M output tokens. Arctic Large costs $0.06 input and $0.10 output. Arctic Large is 1.3x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.
Performance & Context
Vedika Astro Agent has a 256K context window with ~1000ms latency. Arctic Large offers 128K context at ~400ms. Vedika Astro Agent has the larger context window.
Best For
Vedika Astro Agent (Agent) is optimized for: Full astrology Q&A, Chart analysis, Report generation. Arctic Large (Enterprise) works best for: Data analysis, SQL generation, Business intelligence.
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 Astro Agent
response_a = client.chat.completions.create(
model="vedika-astro-agent",
messages=[{"role": "user", "content": "Your question here"}]
)
# Use Arctic Large
response_b = client.chat.completions.create(
model="arctic-large",
messages=[{"role": "user", "content": "Your question here"}]
)Frequently Asked Questions
Which is better, Vedika Astro Agent or Arctic Large?
Vedika Astro Agent (Agent, Multi-model) offers Multi-step reasoning. Arctic Large (Enterprise, 480B (17B active)) offers Strong SQL. Choose Vedika Astro Agent for Full astrology Q&A or Arctic Large for Data analysis.
How much does Vedika Astro Agent cost vs Arctic Large?
Vedika Astro Agent: $0.08/1M input, $0.15/1M output. Arctic Large: $0.06/1M input, $0.10/1M 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 Astro Agent and Arctic Large 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.