DeepSeek V4 Pro vs Qwen3 32B (Comparative Analysis)
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Comparative Analysis: DeepSeek V4 Pro vs. Qwen3 32B
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Overview
Qwen3 32B was released 12 months before DeepSeek V4 Pro.
 DeepSeek V4 Pro |  Qwen3 32B | |
|---|---|---|
Model Provider The organization behind this AI's development | DeepSeek | Qwen |
Input Context Window Maximum input tokens this model can process at once | 1M tokens | 131.1K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 384K tokens | 16.4K tokens |
Release Date When this model first became publicly available | April 24, 2026 3 months ago April 24th, 2026 | April 28, 2025 1 year ago April 28th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | Not reported | March 31, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
DeepSeek V4 Pro | Qwen3 32B | |
|---|---|---|
Input Types Supported input formats | 📝Text | 📝Text |
Reasoning Controls Defaults and configurable reasoning effort | OptionalEffort: Extra High, HighDefault: High | Optional |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | DeepSeek | Qwen3 |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Available on HuggingFace → |
Pricing
DeepSeek V4 Pro is roughly 5.4x more expensive compared to Qwen3 32B for input tokens and roughly 3.1x more expensive for output tokens.
| DeepSeek V4 Pro | Qwen3 32B | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.43 per million tokens | $0.08 per million tokens |
Output Token Cost Cost per million output tokens | $0.87 per million tokens | $0.28 per million tokens |
Cache Read Cost Cost to reuse cached input tokens | $0.0036 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between DeepSeek V4 Pro and Qwen3 32B.
| DeepSeek V4 Pro | Qwen3 32B | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 44.3 (Artificial Analysis index; higher is better) | 11.5 (Artificial Analysis index; higher is better) |
Coding Index Programming performance across independent evaluations | 59.4 (Artificial Analysis index; higher is better) | 15.3 (Artificial Analysis index; higher is better) |
Agentic Index Ability to complete multi-step agentic tasks | 36.4 (Artificial Analysis index; higher is better) | 1.8 (Artificial Analysis index; higher is better) |
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,310 Elo (#11 in 3D (58.8% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes DeepSeek V4 Pro and Qwen3 32B unique.
DeepSeek V4 Pro by DeepSeek can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1M token context window. Very affordable at $0.43/M input and $0.87/M output tokens. Released April 24th, 2026.Qwen3 32B by Qwen can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 131.1K token context window. Very affordable at $0.08/M input and $0.28/M output tokens. Released April 28th, 2025.Explore More Comparisons
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