o3 Mini High vs Sonar Deep Research (Comparative Analysis)
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Comparative Analysis: o3 Mini High vs. Sonar Deep Research
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Overview
o3 Mini High was released 23 days before Sonar Deep Research.
 o3 Mini High |  Sonar Deep Research | |
|---|---|---|
Model Provider The organization behind this AI's development | OpenAI | Perplexity |
Input Context Window Maximum input tokens this model can process at once | 200K tokens | 128K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 100K tokens | Not specified tokens |
Release Date When this model first became publicly available | February 12, 2025 1 year ago February 12th, 2025 | March 7, 2025 1 year ago March 7th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | October 31, 2023 | Not reported |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
o3 Mini High | Sonar Deep Research | |
|---|---|---|
Input Types Supported input formats | 📝Text📁File | 📝Text |
Reasoning Controls Defaults and configurable reasoning effort | Always enabledEffort: HighDefault: High | Optional |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | GPT | Other |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning Mode✓Content Moderation | Function CallingStructured Output✓Reasoning ModeContent Moderation |
Pricing
o3 Mini High is roughly 0.6x less expensive compared to Sonar Deep Research for input tokens and roughly 0.6x less expensive for output tokens.
| o3 Mini High | Sonar Deep Research | |
|---|---|---|
Input Token Cost Cost per million input tokens | $1.10 per million tokens | $2.00 per million tokens |
Output Token Cost Cost per million output tokens | $4.40 per million tokens | $8.00 per million tokens |
Web Search Cost Additional cost for each web search operation | $0.01 per search | $0.005 per search |
Cache Read Cost Cost to reuse cached input tokens | $0.55 per million tokens | Not specified |
Reasoning Token Cost Cost for internal reasoning tokens | Not specified | $3.00 per million tokens |
Benchmarks
Compare relevant benchmarks between o3 Mini High and Sonar Deep Research.
| o3 Mini High | Sonar Deep Research | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 15.7 (Artificial Analysis index; higher is better) | Benchmark not available. |
Coding Index Programming performance across independent evaluations | 16.3 (Artificial Analysis index; higher is better) | Benchmark not available. |
Agentic Index Ability to complete multi-step agentic tasks | 1.7 (Artificial Analysis index; higher is better) | Benchmark not available. |
At a Glance
Quick overview of what makes o3 Mini High and Sonar Deep Research unique.
o3 Mini High by OpenAI can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 200K token context window. Reasonably priced at $1.10/M input and $4.40/M output tokens. Includes built-in content moderation for safer outputs. Released February 12th, 2025.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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