對比 · 2026-11-12
DeepSeek V3.2 vs Qwen3 235B A22B Instruct 2507
並排對比 DeepSeek V3.2（DeepSeek）與 Qwen3 235B A22B Instruct 2507（Alibaba (Qwen)）的定價、上下文視窗與能力。
| DeepSeek V3.2 | Qwen3 235B A22B Instruct 2507 | |
|---|---|---|
| 廠商 | DeepSeek | Alibaba (Qwen) |
| 輸入價格 / 1M token | $0.209 | $0.090 |
| 輸出價格 / 1M token | $0.310 | $0.100 |
| 1M token 合計（輸入 + 輸出） | $0.518 | $0.190 |
| 上下文長度 | 164K | 262K |
| 最大輸出 token | 82K | 131K |
| 工具呼叫 | ✓ 是 | ✓ 是 |
| 結構化輸出 | ✓ 是 | 未公開 |
| 推理 | ✓ 是 | ✗ 否 |
| 圖像輸入 | ✗ 否 | ✗ 否 |
| 開放權重 | ✓ 是 | ✓ 是 |
| 渠道可用性 | 32 家渠道 | 22 家渠道 |
| 發布日期 | 2025-12-01 | 2025-07-21 |
| 知識截止 | 2024-07 | 2025-04 |
一句話結論
- Qwen3 235B A22B Instruct 2507 在每百萬 token（輸入 + 輸出合計）成本上便宜約 2.7 倍。
- Qwen3 235B A22B Instruct 2507 的上下文視窗更長（262K，對比 164K）。
- 僅 DeepSeek V3.2 支援結構化輸出 / JSON 模式。
- DeepSeek V3.2 可在更多提供者處使用（32 vs 22）。
How to read this comparison
This page compares DeepSeek V3.2 and Qwen3 235B A22B Instruct 2507 on the dimensions that matter most for production LLM selection: per-token cost, context window, declared capabilities (tool calling, structured output, reasoning, vision), and provider availability.
Green highlights in the table indicate which model leads on a given row. "Leads" means lower price or higher context/capability — not necessarily "better for your use case". A model that costs 3× more may still be the right choice if it unlocks a capability you need.
What this comparison does NOT tell you
- Quality / accuracy — we have no benchmark data. Declared capabilities ≠ measured performance.
- Latency — time-to-first-token varies by provider, region and load. Test with your actual traffic.
- Prompt caching savings — if you reuse system prompts, the cheaper model on headline rate may not be cheapest in practice.
- Fine-tuning availability — not all models can be fine-tuned, even if they are open-weight.
Data is refreshed daily. If a model's capabilities or pricing change, this page updates automatically on the next build cycle.
Frequently asked questions
DeepSeek V3.2 是否比 Qwen3 235B A22B Instruct 2507 便宜？
DeepSeek V3.2 的輸入價為 $0.209/百萬 token + 輸出價為 $0.310/百萬 token；Qwen3 235B A22B Instruct 2507 為 $0.090/百萬 token（輸入）+ $0.100/百萬 token（輸出）。綜合每百萬 token 成本較低的是 Qwen3 235B A22B Instruct 2507。
DeepSeek V3.2 與 Qwen3 235B A22B Instruct 2507 誰的上下文更長？
Qwen3 235B A22B Instruct 2507 的上下文視窗更長——約 262,144 token vs 163,840 token。
在哪裡可以執行 DeepSeek V3.2 和 Qwen3 235B A22B Instruct 2507？
DeepSeek V3.2 在 32 家提供者可用；Qwen3 235B A22B Instruct 2507 在 22 家提供者可用。完整列表請參見各模型詳情頁。
Explore more
最近更新：
Prices in USD per 1M tokens. Unknown means the provider does not publish per-token pricing.
Pricing and capabilities are refreshed daily and reconciled against each provider's official documentation. Always verify critical production decisions with the provider directly.