DeepSeek V3.2 vs Qwen Plus 0728 (Comparative Analysis)
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Comparative Analysis: DeepSeek V3.2 vs. Qwen Plus 0728
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Overview
Qwen Plus 0728 was released 2 months before DeepSeek V3.2.
Model Provider The organization behind this AI's development | ||
Input Context Window Maximum input tokens this model can process at once | 163.8K tokens | 1M tokens |
Output Token Limit Maximum output tokens this model can generate at once | 65.5K tokens | 32.8K tokens |
Release Date When this model first became publicly available | December 1, 2025 7 months ago December 1st, 2025 | September 8, 2025 10 months ago September 8th, 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 V3.2 | Qwen Plus 0728 | |
|---|---|---|
Input Types Supported input formats | 📝Text | 📝Text |
Reasoning Controls Defaults and configurable reasoning effort | Optional | 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 OutputReasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Proprietary |
Pricing
DeepSeek V3.2 is roughly 1.0x more expensive compared to Qwen Plus 0728 for input tokens and roughly 0.5x less expensive for output tokens.
Short Context Pricing Base rates before a long-context threshold applies | ||
|---|---|---|
Input Token Cost Cost per million input tokens | $0.27 per million tokens | $0.26 per million tokens |
Output Token Cost Cost per million output tokens | $0.40 per million tokens | $0.78 per million tokens |
Cache Read Cost Cost to reuse cached input tokens | $0.13 per million tokens | Not specified |
Long Context Pricing Rates for prompts with 256,000 or more tokens | ||
Input Token Cost Long-context input cost per million tokens | Not specified | $0.78 per million tokens |
Output Token Cost Long-context output cost per million tokens | Not specified | $2.34 per million tokens |
Benchmarks
Compare relevant benchmarks between DeepSeek V3.2 and Qwen Plus 0728.
Intelligence Index Overall model quality across independent evaluations | 32 (Artificial Analysis index; higher is better) | Benchmark not available. |
Coding Index Programming performance across independent evaluations | 44.2 (Artificial Analysis index; higher is better) | Benchmark not available. |
Agentic Index Ability to complete multi-step agentic tasks | 18.3 (Artificial Analysis index; higher is better) | Benchmark not available. |
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,199 Elo (#55 in Website (50.2% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes DeepSeek V3.2 and Qwen Plus 0728 unique.
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