WizardLM 2 8x22B vs Perplexity Sonar Pro

Compare WizardLM 2 8x22B and Perplexity Sonar 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

All Microsoft models All Perplexity models What is an LLM API? Python Quickstart What is inference?
Feature WizardLM 2 8x22B Perplexity Sonar Pro
CategoryOpen SourceSearch
Parameters176B (22B active)~200B
Context Window65K200K
Input Price$0.04/1M tokens$0.003/1M tokens
Output Price$0.08/1M tokens$0.015/1M tokens
Latency~350ms~600ms

Choose WizardLM 2 8x22B when:

  • ✓ Complex instructions
  • ✓ Math tasks
  • ✓ Structured output
Key Strengths:

Strong instruction following, Good math, MoE efficient

Choose Perplexity Sonar Pro when:

  • ✓ Research Q&A
  • ✓ Fact-checking
  • ✓ Current events
Key Strengths:

Web-grounded, Auto-citations, Current information

Verdict: WizardLM 2 8x22B vs Perplexity Sonar Pro

For cost efficiency, Perplexity Sonar Pro wins at $0.003/1M input tokens. For speed, WizardLM 2 8x22B is faster at ~350ms. WizardLM 2 8x22B excels at Complex instructions while Perplexity Sonar Pro is better for Research Q&A. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

WizardLM 2 8x22B costs $0.04/1M input tokens and $0.08/1M output tokens. Perplexity Sonar Pro costs $0.003 input and $0.015 output. Perplexity Sonar Pro is 13.3x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

WizardLM 2 8x22B has a 65K context window with ~350ms latency. Perplexity Sonar Pro offers 200K context at ~600ms. Perplexity Sonar Pro has the larger context window.

Best For

WizardLM 2 8x22B (Open Source) is optimized for: Complex instructions, Math tasks, Structured output. Perplexity Sonar Pro (Search) works best for: Research Q&A, Fact-checking, Current events.

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 WizardLM 2 8x22B
response_a = client.chat.completions.create(
    model="wizardlm-2-8x22b",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use Perplexity Sonar Pro
response_b = client.chat.completions.create(
    model="perplexity-sonar-pro",
    messages=[{"role": "user", "content": "Your question here"}]
)

Start Building with XALEN

200+ AI models. One API. Pay-as-you-go.

Get API Key Try in Playground

Frequently Asked Questions

Which is better, WizardLM 2 8x22B or Perplexity Sonar Pro?

WizardLM 2 8x22B (Open Source, 176B (22B active)) offers Strong instruction following. Perplexity Sonar Pro (Search, ~200B) offers Web-grounded. Choose WizardLM 2 8x22B for Complex instructions or Perplexity Sonar Pro for Research Q&A.

How much does WizardLM 2 8x22B cost vs Perplexity Sonar Pro?

WizardLM 2 8x22B: $0.04/1M input, $0.08/1M output. Perplexity Sonar Pro: $0.003/1M input, $0.015/1M 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 WizardLM 2 8x22B and Perplexity Sonar Pro by changing the model parameter. No code changes needed.

Related Comparisons

WizardLM 2 8x22B vs Gemma 3 27B WizardLM 2 8x22B vs Llama 4 Scout WizardLM 2 8x22B vs Llama 4 Maverick WizardLM 2 8x22B vs Llama 3.3 70B WizardLM 2 8x22B vs Llama 3.1 405B WizardLM 2 8x22B vs Llama 3.1 70B Turbo

Last updated: 2026-05-21. Pricing and specifications may change. Check pricing page for latest rates.