Llama 3 8B Lunaris vs Sonar Pro Search (Comparative Analysis)
Loading comparison form...
Comparative Analysis: Llama 3 8B Lunaris vs. Sonar Pro Search
Want to try out these models side by side?Try Magica for free
Overview
Llama 3 8B Lunaris was released 1 year before Sonar Pro Search.
 Llama 3 8B Lunaris |  Sonar Pro Search | |
|---|---|---|
Model Provider The organization behind this AI's development | Sao10K | Perplexity |
Input Context Window Maximum input tokens this model can process at once | 8.2K tokens | 200K 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 | August 13, 2024 1 year ago August 13th, 2024 | October 30, 2025 9 months ago October 30th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | December 31, 2023 | Not reported |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Llama 3 8B Lunaris | Sonar Pro Search | |
|---|---|---|
Input Types Supported input formats | 📝Text | 📝Text🖼️Image |
Reasoning Controls Defaults and configurable reasoning effort | Not reported | Always enabled |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Llama3 | Other |
Key Features Advanced capabilities | Function Calling✓Structured OutputReasoning ModeContent Moderation | Function Calling✓Structured Output✓Reasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Proprietary |
Pricing
Llama 3 8B Lunaris is roughly 0.01x less expensive compared to Sonar Pro Search for input tokens and significantly less expensive for output tokens.
| Llama 3 8B Lunaris | Sonar Pro Search | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.04 per million tokens | $3.00 per million tokens |
Output Token Cost Cost per million output tokens | $0.05 per million tokens | $15.00 per million tokens |
Web Search Cost Additional cost for each web search operation | Not specified | $0.018 per search |
At a Glance
Quick overview of what makes Llama 3 8B Lunaris and Sonar Pro Search unique.
Llama 3 8B Lunaris by Sao10K generates structured data. It can handle standard conversations with its 8.2K token context window. Very affordable at $0.04/M input and $0.05/M output tokens. Released August 13th, 2024.Sonar Pro Search by Perplexity understands both text and images, offers advanced reasoning, generates structured data. It can handle standard conversations with its 200K token context window. Premium pricing at $3.00/M input and $15.00/M output tokens. Released October 30th, 2025.Explore More Comparisons
Compare your models with top performers across different categories
Compare Llama 3 8B Lunaris 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
Compare Sonar Pro Search 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