WizardLM-2 8x22B vs OpenAI: GPT-4o: Which AI Model Is Better?

Updated March 2026· Based on independent benchmark data

Quick Verdict

WizardLM-2 8x22B is 4.0x cheaper at $0.62/1M tokens vs $2.50/1M.

Head-to-Head Comparison

MetricWizardLM-2 8x22BOpenAI: GPT-4o
Intelligence ScoreN/AN/A
Coding ScoreN/AN/A
Math ScoreN/AN/A
Speed (tok/s)N/AN/A
Latency (TTFT)N/AN/A
Input Price / 1M tokens$0.62$2.50
Output Price / 1M tokens$0.62$10
Context Window66K128K
Max Output Tokens8K16K
Input ModalitiesTextText + Image + File
Output ModalitiesTextText
Free TierNoNo

Detailed Analysis

Pricing

WizardLM-2 8x22B is more affordable at $0.62/1M input tokens ($0.62/1M output), while OpenAI: GPT-4o costs $2.50/1M input ($10/1M output). That makes OpenAI: GPT-4o 4.0x more expensive per token, which can add up significantly at scale. For a typical workload of 100 requests per day at 2,000 tokens each, WizardLM-2 8x22B would cost approximately $3.72/month vs $15.00/month for OpenAI: GPT-4o in input costs alone.

Context Window

OpenAI: GPT-4o offers a larger context window at 128K tokens compared to WizardLM-2 8x22B's 66K. For output length, OpenAI: GPT-4o can generate up to 16K tokens per response vs 8K for WizardLM-2 8x22B.

Best Use Cases

Choose WizardLM-2 8x22B when you need lower cost.

Choose WizardLM-2 8x22B if:

  • Budget is a concern ($0.62/1M vs $2.50/1M)

Choose OpenAI: GPT-4o if:

  • You need a larger context window (128K vs 66K)
  • You need image understanding (Supports image input)

Frequently Asked Questions

Which is cheaper, WizardLM-2 8x22B or OpenAI: GPT-4o?

WizardLM-2 8x22B is cheaper at $0.62/1M input tokens vs $2.50/1M for OpenAI: GPT-4o.

Can WizardLM-2 8x22B process images?

No, WizardLM-2 8x22B does not support image input. However, OpenAI: GPT-4o does support images.

Which has a larger context window, WizardLM-2 8x22B or OpenAI: GPT-4o?

OpenAI: GPT-4o has a larger context window at 128K compared to WizardLM-2 8x22B's 66K.

Related Comparisons

Benchmark data by Artificial Analysis

Data last synced: March 2026