Gemma 2 27B vs Sonar Deep Research (Comparative Analysis)
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Comparative Analysis: Gemma 2 27B vs. Sonar Deep Research
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Overview
Gemma 2 27B was released 7 months before Sonar Deep Research.
 Gemma 2 27B |  Sonar Deep Research | |
|---|---|---|
Model Provider The organization behind this AI's development | Google | Perplexity |
Input Context Window Maximum input tokens this model can process at once | 8.2K tokens | 128K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 2K tokens | Not specified tokens |
Release Date When this model first became publicly available | July 13, 2024 2 years ago July 13th, 2024 | March 7, 2025 1 year ago March 7th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | June 30, 2024 | Not reported |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Gemma 2 27B | Sonar Deep Research | |
|---|---|---|
Input Types Supported input formats | 📝Text | 📝Text |
Reasoning Controls Defaults and configurable reasoning effort | Not reported | Optional |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Gemini | Other |
Key Features Advanced capabilities | Function Calling✓Structured OutputReasoning ModeContent Moderation | Function CallingStructured Output✓Reasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Proprietary |
Pricing
Gemma 2 27B is roughly 0.3x less expensive compared to Sonar Deep Research for input tokens and roughly 0.08x less expensive for output tokens.
| Gemma 2 27B | Sonar Deep Research | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.65 per million tokens | $2.00 per million tokens |
Output Token Cost Cost per million output tokens | $0.65 per million tokens | $8.00 per million tokens |
Web Search Cost Additional cost for each web search operation | Not specified | $0.005 per search |
Reasoning Token Cost Cost for internal reasoning tokens | Not specified | $3.00 per million tokens |
At a Glance
Quick overview of what makes Gemma 2 27B and Sonar Deep Research unique.
Gemma 2 27B by Google generates structured data. It can handle standard conversations with its 8.2K token context window. Reasonably priced at $0.65/M input and $0.65/M output tokens. Released July 13th, 2024.Sonar Deep Research by Perplexity offers advanced reasoning. It can handle standard conversations with its 128K token context window. Reasonably priced at $2.00/M input and $8.00/M output tokens. Released March 7th, 2025.Explore More Comparisons
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