o3 Mini High vs Sonar Reasoning Pro (Comparative Analysis)
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Comparative Analysis: o3 Mini High vs. Sonar Reasoning Pro
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Overview
o3 Mini High was released 23 days before Sonar Reasoning Pro.
Model Provider The organization behind this AI's development | ||
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 Reasoning Pro | |
|---|---|---|
Input Types Supported input formats | 📝Text📁File | 📝Text🖼️Image |
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 Reasoning Pro for input tokens and roughly 0.6x less expensive for output tokens.
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 |
Benchmarks
Compare relevant benchmarks between o3 Mini High and Sonar Reasoning Pro.
Intelligence Index Overall model quality across independent evaluations | 15.6 (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 Reasoning Pro unique.
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