DeepSeek V3 0324 vs o3 Deep Research (Comparative Analysis)
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Comparative Analysis: DeepSeek V3 0324 vs. o3 Deep Research
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Overview
DeepSeek V3 0324 was released 6 months before o3 Deep Research.
 DeepSeek V3 0324 |  o3 Deep Research | |
|---|---|---|
Model Provider The organization behind this AI's development | DeepSeek | OpenAI |
Input Context Window Maximum input tokens this model can process at once | 163.8K tokens | 200K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 65.5K tokens | 100K tokens |
Release Date When this model first became publicly available | March 24, 2025 1 year ago March 24th, 2025 | October 10, 2025 9 months ago October 10th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | July 31, 2024 | Not reported |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
DeepSeek V3 0324 | o3 Deep Research | |
|---|---|---|
Input Types Supported input formats | 📝Text | 🖼️Image📝Text📁File |
Reasoning Controls Defaults and configurable reasoning effort | Not reported | Optional |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | DeepSeek | GPT |
Key Features Advanced capabilities | ✓Function Calling✓Structured OutputReasoning ModeContent Moderation | ✓Function Calling✓Structured Output✓Reasoning Mode✓Content Moderation |
Open Source Model availability | Available on HuggingFace → | Proprietary |
Pricing
DeepSeek V3 0324 is roughly 0.03x less expensive compared to o3 Deep Research for input tokens and roughly 0.03x less expensive for output tokens.
| DeepSeek V3 0324 | o3 Deep Research | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.27 per million tokens | $10.00 per million tokens |
Output Token Cost Cost per million output tokens | $1.12 per million tokens | $40.00 per million tokens |
Web Search Cost Additional cost for each web search operation | Not specified | $0.01 per search |
Cache Read Cost Cost to reuse cached input tokens | $0.14 per million tokens | $2.50 per million tokens |
Benchmarks
Compare relevant benchmarks between DeepSeek V3 0324 and o3 Deep Research.
| DeepSeek V3 0324 | o3 Deep Research | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 15.4 (Artificial Analysis index; higher is better) | Benchmark not available. |
Coding Index Programming performance across independent evaluations | 21.2 (Artificial Analysis index; higher is better) | Benchmark not available. |
Agentic Index Ability to complete multi-step agentic tasks | 1.5 (Artificial Analysis index; higher is better) | Benchmark not available. |
At a Glance
Quick overview of what makes DeepSeek V3 0324 and o3 Deep Research unique.
DeepSeek V3 0324 by DeepSeek can use external tools and APIs, generates structured data. It can handle standard conversations with its 163.8K token context window. Very affordable at $0.27/M input and $1.12/M output tokens. Released March 24th, 2025.o3 Deep Research by OpenAI understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 200K token context window. Premium pricing at $10.00/M input and $40.00/M output tokens. Includes built-in content moderation for safer outputs. Released October 10th, 2025.Explore More Comparisons
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