Gemma 3 27B vs Sonar Pro (Comparative Analysis)
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Comparative Analysis: Gemma 3 27B vs. Sonar Pro
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Overview
Sonar Pro was released 5 days before Gemma 3 27B.
 Gemma 3 27B |  Sonar Pro | |
|---|---|---|
Model Provider The organization behind this AI's development | Google | Perplexity |
Input Context Window Maximum input tokens this model can process at once | 262.1K tokens | 200K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 131.1K tokens | 8K tokens |
Release Date When this model first became publicly available | March 12, 2025 1 year ago March 12th, 2025 | March 7, 2025 1 year ago March 7th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | August 31, 2024 | Not reported |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Gemma 3 27B | Sonar Pro | |
|---|---|---|
Input Types Supported input formats | 📝Text🖼️Image | 📝Text🖼️Image |
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 OutputReasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Proprietary |
Pricing
Gemma 3 27B is roughly 0.03x less expensive compared to Sonar Pro for input tokens and roughly 0.03x less expensive for output tokens.
| Gemma 3 27B | Sonar Pro | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.08 per million tokens | $3.00 per million tokens |
Output Token Cost Cost per million output tokens | $0.45 per million tokens | $15.00 per million tokens |
Web Search Cost Additional cost for each web search operation | Not specified | $0.005 per search |
Cache Read Cost Cost to reuse cached input tokens | $0.04 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between Gemma 3 27B and Sonar Pro.
| Gemma 3 27B | Sonar Pro | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 7.4 (Artificial Analysis index; higher is better) | Benchmark not available. |
Coding Index Programming performance across independent evaluations | 10.1 (Artificial Analysis index; higher is better) | Benchmark not available. |
Agentic Index Ability to complete multi-step agentic tasks | 0.3 (Artificial Analysis index; higher is better) | Benchmark not available. |
At a Glance
Quick overview of what makes Gemma 3 27B and Sonar Pro unique.
Gemma 3 27B by Google understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 262.1K token context window. Very affordable at $0.08/M input and $0.45/M output tokens. Released March 12th, 2025.Sonar Pro by Perplexity understands both text and images. 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 March 7th, 2025.Explore More Comparisons
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