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WizardLM-2 8x22BvsClaude Opus 4

Microsoft vs Anthropic — Side-by-side model comparison

Claude Opus 4 leads 4/5 categories

Head-to-Head Comparison

MetricWizardLM-2 8x22BClaude Opus 4
Provider
Arena Rank
#1
Context Window
64K
200K
Input Pricing
Free (open)/1M tokens
$5.00/1M tokens
Output Pricing
Free (open)/1M tokens
$25.00/1M tokens
Parameters
176B (39B active)
Undisclosed
Open Source
Yes
No
Best For
Complex instructions, reasoning, coding
Complex reasoning, coding, agentic tasks
Release Date
Apr 15, 2024
May 22, 2025

WizardLM-2 8x22B

WizardLM-2 8x22B is Microsoft's instruction-tuned mixture-of-experts model built on Mixtral 8x22B. It uses advanced training techniques to significantly boost instruction-following and reasoning capabilities beyond the base model. At launch, it was among the strongest open models for complex multi-step instructions and competitive coding tasks.

View Microsoft profile →

Claude Opus 4

Claude Opus 4 is Anthropic's most powerful AI model, holding the #1 position on the Chatbot Arena leaderboard. It represents a breakthrough in extended thinking and agentic capabilities, able to work autonomously on complex multi-step tasks for hours. With a 200K token context window, it excels at analyzing entire codebases, lengthy legal documents, and research papers in a single pass. The model demonstrates exceptional performance in coding (setting new benchmarks on SWE-bench), advanced reasoning, and nuanced writing tasks. Its agentic capabilities allow it to use tools, navigate computers, and execute multi-step workflows with minimal human oversight. Opus 4 is the preferred choice for enterprises requiring the highest quality output on mission-critical tasks where accuracy and depth matter more than speed or cost.

View Anthropic profile →

Key Differences: WizardLM-2 8x22B vs Claude Opus 4

1

Claude Opus 4 supports a larger context window (200K), allowing it to process longer documents in a single request.

2

WizardLM-2 8x22B is open-source (free to self-host and fine-tune) while Claude Opus 4 is proprietary (API-only access).

W

When to use WizardLM-2 8x22B

  • +You need to self-host or fine-tune the model
  • +Your use case involves complex instructions, reasoning, coding
View full WizardLM-2 8x22B specs →
C

When to use Claude Opus 4

  • +You need to process long documents (200K context)
  • +You prefer a managed API without infrastructure overhead
  • +Your use case involves complex reasoning, coding, agentic tasks
View full Claude Opus 4 specs →

The Verdict

Claude Opus 4 wins our head-to-head comparison with 4 out of 5 category wins. It's the stronger choice for complex reasoning, coding, agentic tasks, though WizardLM-2 8x22B holds an edge in complex instructions, reasoning, coding.

Last compared: March 2026 · Data sourced from public benchmarks and official pricing pages

Frequently Asked Questions

Which is better, WizardLM-2 8x22B or Claude Opus 4?
In our head-to-head comparison, Claude Opus 4 leads in 4 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). Claude Opus 4 excels at complex reasoning, coding, agentic tasks, while WizardLM-2 8x22B is better suited for complex instructions, reasoning, coding. The best choice depends on your specific requirements, budget, and use case.
How does WizardLM-2 8x22B pricing compare to Claude Opus 4?
WizardLM-2 8x22B charges Free (open) per 1M input tokens and Free (open) per 1M output tokens. Claude Opus 4 charges $5.00 per 1M input tokens and $25.00 per 1M output tokens. For high-volume production workloads, the pricing difference can significantly impact total cost of ownership.
What is the context window difference between WizardLM-2 8x22B and Claude Opus 4?
WizardLM-2 8x22B supports a 64K token context window, while Claude Opus 4 supports 200K tokens. Claude Opus 4 can process longer documents, codebases, and conversations in a single request. Context window size matters most for tasks involving long documents, large codebases, or extended conversations.
Can I use WizardLM-2 8x22B or Claude Opus 4 for free?
WizardLM-2 8x22B is a paid API model starting at Free (open) per 1M input tokens. Claude Opus 4 is a paid API model starting at $5.00 per 1M input tokens. Open-source models can be self-hosted for free but require your own GPU infrastructure.
Which model has better benchmarks, WizardLM-2 8x22B or Claude Opus 4?
WizardLM-2 8x22B's arena rank is not yet available, while Claude Opus 4 holds rank #1. Note that benchmarks don't capture every use case — we recommend testing both models on your specific tasks.
Is WizardLM-2 8x22B or Claude Opus 4 better for coding?
WizardLM-2 8x22B is specifically optimized for coding tasks. Claude Opus 4 is specifically optimized for coding tasks. For coding specifically, arena rank and code-specific benchmarks are the best indicators of performance.