DeepSeek V3 0324 vs R1 (Comparative Analysis)
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Comparative Analysis: DeepSeek V3 0324 vs. R1
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Overview
R1 was released 2 months before DeepSeek V3 0324.
 DeepSeek V3 0324 | R1 | |
|---|---|---|
Model Provider The organization behind this AI's development | DeepSeek | DeepSeek |
Input Context Window Maximum input tokens this model can process at once | 163.8K tokens | 163.8K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 65.5K tokens | 16K tokens |
Release Date When this model first became publicly available | March 24, 2025 1 year ago March 24th, 2025 | January 20, 2025 1 year ago January 20th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | July 31, 2024 | July 31, 2024 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
DeepSeek V3 0324 | R1 | |
|---|---|---|
Input Types Supported input formats | 📝Text | 📝Text |
Reasoning Controls Defaults and configurable reasoning effort | Not reported | Always enabled |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | DeepSeek | DeepSeek |
Key Features Advanced capabilities | ✓Function Calling✓Structured OutputReasoning ModeContent Moderation | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Available on HuggingFace → |
Pricing
DeepSeek V3 0324 is roughly 0.4x less expensive compared to R1 for input tokens and roughly 0.4x less expensive for output tokens.
| DeepSeek V3 0324 | R1 | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.27 per million tokens | $0.70 per million tokens |
Output Token Cost Cost per million output tokens | $1.12 per million tokens | $2.50 per million tokens |
Cache Read Cost Cost to reuse cached input tokens | $0.14 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between DeepSeek V3 0324 and R1.
| DeepSeek V3 0324 | R1 | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 15.2 (Artificial Analysis index; higher is better) | 18.6 (Artificial Analysis index; higher is better) |
Coding Index Programming performance across independent evaluations | 21.2 (Artificial Analysis index; higher is better) | 24.6 (Artificial Analysis index; higher is better) |
Agentic Index Ability to complete multi-step agentic tasks | 1.6 (Artificial Analysis index; higher is better) | 3.1 (Artificial Analysis index; higher is better) |
At a Glance
Quick overview of what makes DeepSeek V3 0324 and R1 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.R1 by DeepSeek can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 163.8K token context window. Reasonably priced at $0.70/M input and $2.50/M output tokens. Released January 20th, 2025.Explore More Comparisons
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