Vedika Pro Ultra vs Baichuan 4

Compare Vedika Pro Ultra and Baichuan 4: pricing, performance, context window, latency, and best use cases. Side-by-side comparison on XALEN.

Updated 2026-05-21 · By Abhishek Raj · Our methodology

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Feature Vedika Pro Ultra Baichuan 4
CategoryDomain SpecialistOpen Source
Parameters120B~130B
Context Window256K128K
Input Price$0.12/1M tokens$0.05/1M tokens
Output Price$0.20/1M tokens$0.09/1M tokens
Latency~600ms~350ms

Choose Vedika Pro Ultra when:

  • ✓ Kundali matching reports
  • ✓ Multi-chart analysis
  • ✓ Enterprise platforms
Key Strengths:

256K context, Deep yoga reasoning, Multi-system comparison

Choose Baichuan 4 when:

  • ✓ Chinese content
  • ✓ Cultural analysis
  • ✓ Bilingual apps
Key Strengths:

Strong Chinese, Cultural knowledge, Good reasoning

Verdict: Vedika Pro Ultra vs Baichuan 4

For cost efficiency, Baichuan 4 wins at $0.05/1M input tokens. For speed, Baichuan 4 is faster at ~350ms. Vedika Pro Ultra excels at Kundali matching reports while Baichuan 4 is better for Chinese content. 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 Pro Ultra costs $0.12/1M input tokens and $0.20/1M output tokens. Baichuan 4 costs $0.05 input and $0.09 output. Baichuan 4 is 2.4x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

Vedika Pro Ultra has a 256K context window with ~600ms latency. Baichuan 4 offers 128K context at ~350ms. Vedika Pro Ultra has the larger context window.

Best For

Vedika Pro Ultra (Domain Specialist) is optimized for: Kundali matching reports, Multi-chart analysis, Enterprise platforms. Baichuan 4 (Open Source) works best for: Chinese content, Cultural analysis, Bilingual apps.

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 Pro Ultra
response_a = client.chat.completions.create(
    model="vedika-pro-ultra",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use Baichuan 4
response_b = client.chat.completions.create(
    model="baichuan-4",
    messages=[{"role": "user", "content": "Your question here"}]
)

Start Building with XALEN

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Get API Key Try in Playground

Frequently Asked Questions

Which is better, Vedika Pro Ultra or Baichuan 4?

Vedika Pro Ultra (Domain Specialist, 120B) offers 256K context. Baichuan 4 (Open Source, ~130B) offers Strong Chinese. Choose Vedika Pro Ultra for Kundali matching reports or Baichuan 4 for Chinese content.

How much does Vedika Pro Ultra cost vs Baichuan 4?

Vedika Pro Ultra: $0.12/1M input, $0.20/1M output. Baichuan 4: $0.05/1M input, $0.09/1M 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 Pro Ultra and Baichuan 4 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.