GPT-4o-mini vs WizardLM-2 8x22B (Comparative Analysis)
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Comparative Analysis: GPT-4o-mini vs. WizardLM-2 8x22B
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Overview
WizardLM-2 8x22B was released 3 months before GPT-4o-mini.
 GPT-4o-mini |  WizardLM-2 8x22B | |
|---|---|---|
Model Provider The organization behind this AI's development | OpenAI | Microsoft |
Input Context Window Maximum input tokens this model can process at once | 128K tokens | 65.5K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 16.4K tokens | 8K tokens |
Release Date When this model first became publicly available | July 18, 2024 1 year ago July 18th, 2024 | April 16, 2024 2 years ago April 16th, 2024 |
Knowledge Cutoff Latest training-data date reported by the provider | October 31, 2023 | April 30, 2024 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
GPT-4o-mini | WizardLM-2 8x22B | |
|---|---|---|
Input Types Supported input formats | 📝Text🖼️Image📁File | 📝Text |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | GPT | Mistral |
Key Features Advanced capabilities | ✓Function Calling✓Structured OutputReasoning Mode✓Content Moderation | Function Calling✓Structured OutputReasoning ModeContent Moderation |
Open Source Model availability | Proprietary | Available on HuggingFace → |
Pricing
GPT-4o-mini is roughly 0.2x less expensive compared to WizardLM-2 8x22B for input tokens and roughly 1.0x less expensive for output tokens.
| GPT-4o-mini | WizardLM-2 8x22B | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.15 per million tokens | $0.62 per million tokens |
Output Token Cost Cost per million output tokens | $0.60 per million tokens | $0.62 per million tokens |
Cache Read Cost Cost to reuse cached input tokens | $0.07 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between GPT-4o-mini and WizardLM-2 8x22B.
| GPT-4o-mini | WizardLM-2 8x22B | |
|---|---|---|
Coding Index Programming performance across independent evaluations | 11.4 (Artificial Analysis index; higher is better) | Benchmark not available. |
Agentic Index Ability to complete multi-step agentic tasks | 1 (Artificial Analysis index; higher is better) | Benchmark not available. |
At a Glance
Quick overview of what makes GPT-4o-mini and WizardLM-2 8x22B unique.
GPT-4o-mini by OpenAI understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 128K token context window. Very affordable at $0.15/M input and $0.60/M output tokens. Includes built-in content moderation for safer outputs. Released July 18th, 2024.WizardLM-2 8x22B by Microsoft generates structured data. It can handle standard conversations with its 65.5K token context window. Reasonably priced at $0.62/M input and $0.62/M output tokens. Released April 16th, 2024.Explore More Comparisons
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Compare WizardLM-2 8x22B with:
🚀Programming
Best models for coding and development
🎨Creative & Roleplay
Models optimized for creative writing
📢Marketing
Content creation and marketing tasks
💻Technology
Technical analysis and explanations
🔬Science
Scientific research and analysis
🌐Translation
Multilingual translation tasks