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Text generation models - Qwen, DeepSeek, GLM
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HappyHorse-1.0-T2V \ Cinematic creative generation, ultimate dynamic details Qwen3-VL-Plus \ Native VL, spatial reasoning, 1M-context video analysis Wan2.7-VideoEdit \ Supports both localized and global editing with prompt
Qwen3.6-Plus \ Native multimodal, 1M context, agentic coding Wan2.7-Image-Pro \ Interactive editing, long-text rendering, precise prompt following Qwen-Plus \ Balanced intelligence, efficient inference, production-ready performance
Qwen-Image-2.0 \ Professional infographics, exquisite photorealism Z-Image-Turbo \ Ultra-fast image generation, high throughput, cost-optimized inference Qwen3-Coder-Next \ Multi-turn tool interactions, future-ready development support
Wan2.7-T2V \ High-fidelity T2V, 15s duration, advanced camera control Wan2.7-I2V \ Cinematic I2V with emotional depth and visceral impact Wan2.7-R2V \ Up to 5 mixed image/video inputs and audio timbre cloning
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Choose the right text generation model for AI agents, chatbots, and document processing.
Recommended models for coding tools
We recommend qwen3.7-plus for balanced performance and cost, with full tool calling and a 1M-token context window for large codebases. For the strongest reasoning, choose qwen3.7-max.
Migrate from closed-source models
Map your current GPT, Claude, or Gemini model to an equivalent Bailian model.
| Closed-source examples | Bailian recommendation |
|---|
| Closed-source examples | Bailian recommendation | |
| Highest capability | GPT-5.5, Claude Opus 4.7, Gemini 3.1 Pro | qwen3.7-max |
| Balanced | GPT-5.4, Claude Sonnet 4.6, Gemini 3 Pro | qwen3.7-plus, deepseek-v4-pro, glm-5.1 |
| Lightweight & low-cost | GPT-5.4-mini, Claude Haiku 4.5, Gemini 3.1 Flash | qwen3.6-flash, deepseek-v4-flash, MiniMax-M2.5 |
Use cases
Start with qwen3.7-plus for chatbots, content generation, summarization, and document processing — it balances performance, cost, and built-in tools with a 1M-token context window. To cut costs, switch to qwen3.6-flash, which offers similar capabilities at a lower price. For the strongest reasoning, use qwen3.7-max (1M context, higher cost).
Context window
1 million tokens is roughly 750,000 English words, or 8-10 novels.
For long documents or large codebases:
qwen3.7-plus/qwen3.6-flash(1 million tokens).For standard tasks: 128k-256k tokens is typically sufficient.
For context window details, visit the Models page.
China (Beijing) | Singapore | US | China (Hong Kong) | Frankfurt
Thinking mode
Step-by-step reasoning for multi-step math, code debugging, architecture planning, and legal cross-referencing.
Enable with the enable_thinking parameter, or use reasoning.effort in the Responses API to control thinking depth. All Qwen3+ models support this feature, most of which operate in a hybrid mode togglable per request.
See Deep thinking.
Function calling and built-in tools
Let the model take actions such as querying weather, searching databases, or booking meetings.
Function calling (custom tools that the model calls): Supported by all general-purpose models.
Built-in tools (web search, code interpreter, web scraping) with no configuration required.
See Tool calling.
Structured output
Forces valid JSON output, useful for extracting structured data like names and addresses from text.
See Structured output.
Batch inference
Process large volumes at lower cost when latency is not critical.
See Batch inference.
Recommended models
| Model | Context | Thinking mode | Function Calling | Built-in tools | Structured output | Batch calling |
|---|
| Model | Context | Thinking mode | Function Calling | Built-in tools | Structured output | Batch calling |
qwen3.7-max | 1M | Supported | Supported | Supported | Unsupported | Supported |
qwen3.7-plus | 1M | Supported | Supported | Supported | Supported | Supported |
qwen3.6-flash | 1M | Supported | Supported | Supported | Supported | Supported |
kimi-k2.6 | 256k | Supported | Supported | Unsupported | Unsupported | Unsupported |
deepseek-v4-pro | 1M | Supported | Supported | Unsupported | Unsupported | Unsupported |
deepseek-v4-flash | 1M | Supported | Supported | Unsupported | Unsupported | Unsupported |
glm-5.1 | 198k | Supported | Supported | Unsupported | Supported | Unsupported |
MiniMax-M2.5 | 192k | Supported | Supported | Unsupported | Unsupported | Unsupported |
All models
Qwen3.7
| Model | Context | Max output | Thinking budget | Function Calling | Built-in tools | Structured output | Batch |
|---|
| Model | Context | Max output | Thinking budget | Function Calling | Built-in tools | Structured output | Batch |
qwen3.7-max | 1M | 64k | 256k | Supported | Supported | Unsupported | Supported |
qwen3.7-max-2026-06-08 | 1M | 64k | 256k | Supported | Supported | Unsupported | Unsupported |
qwen3.7-max-2026-05-20 | 1M | 64k | 256k | Supported | Supported | Unsupported | Unsupported |
qwen3.7-max-preview | 1M | 64k | 256k | Supported | Supported | Unsupported | Unsupported |
qwen3.7-max-2026-05-17 | 1M | 64k | 256k | Supported | Supported | Unsupported | Unsupported |
qwen3.7-plus | 1M | 64k | 256k | Supported | Supported | Supported | Supported |
qwen3.7-plus-2026-05-26 | 1M | 64k | 256k | Supported | Supported | Supported | Supported |
Qwen3.6
| Model | Context | Max output | Thinking budget | Function Calling | Built-in tools | Structured output | Batch calling |
|---|
| Model | Context | Max output | Thinking budget | Function Calling | Built-in tools | Structured output | Batch calling |
qwen3.6-max-preview | 256k | 64k | 128k | Supported | Unsupported | Supported | Unsupported |
qwen3.6-plus | 1M | 64k | 80k | Supported | Supported | Supported | Supported |
qwen3.6-plus-2026-04-02 | 1M | 64k | 80k | Supported | Supported | Supported | Unsupported |
qwen3.6-flash | 1M | 64k | 128k | Supported | Supported | Supported | Supported |
qwen3.6-flash-2026-04-16 | 1M | 64k | 128k | Supported | Supported | Supported | Unsupported |
Qwen3.5
| Model | Context | Max output | Thinking budget | Function Calling | Built-in tools | Structured output | Batch calling |
|---|
| Model | Context | Max output | Thinking budget | Function Calling | Built-in tools | Structured output | Batch calling |
qwen3.5-plus | 1M | 64k | 80k | Supported | Supported | Supported | Supported |
qwen3.5-plus-2026-02-15 | 1M | 64k | 80k | Supported | Supported | Supported | Unsupported |
qwen3.5-flash | 1M | 64k | 80k | Supported | Supported | Supported | Supported |
qwen3.5-flash-2026-02-23 | 1M | 64k | 80k | Supported | Supported | Supported | Unsupported |
qwen3.5-397b-a17b | 256k | 64k | 80k | Supported | Supported | Supported | Unsupported |
qwen3.5-122b-a10b | 256k | 64k | 80k | Supported | Supported | Supported | Unsupported |
qwen3.5-27b | 256k | 64k | 80k | Supported | Supported | Supported | Unsupported |
qwen3.5-35b-a3b | 256k | 64k | 80k | Supported | Supported | Supported | Unsupported |
Third-party models
| Model | Context | Max output | Thinking budget | Function Calling | Built-in tools | Structured output | Batch calling |
|---|
| Model | Context | Max output | Thinking budget | Function Calling | Built-in tools | Structured output | Batch calling |
deepseek-v4-pro | 1M | 384k (shared) | Supported | Unsupported | Unsupported | Unsupported | |
deepseek-v4-flash | 1M | 384k (shared) | Supported | Unsupported | Unsupported | Unsupported | |
glm-5.1 | 198k | 128k | 128k | Supported | Unsupported | Supported | Unsupported |
kimi-k2.6 | 256k | 96k | 80k | Supported | Unsupported | Unsupported | Unsupported |
MiniMax-M2.5 | 192k | 32k (includes chain-of-thought) | Unsupported | Supported | Unsupported | Unsupported | Unsupported |
Legacy and other models
For new projects, use the Qwen3.6 or Qwen3.5 series. The following models are legacy and no longer recommended. Visit the Models page to view detailed model parameters, such as context window and billing.
China (Beijing) | Singapore | United States | China (Hong Kong) | Germany (Frankfurt)
View legacy and other models
Qwen3
| Model | Context | Thinking mode | Function Calling | Built-in tools | Structured output | Batch calling |
qwen3-max | 256k | Supported | Supported | Supported | Supported | Supported |
qwen3-max-2026-01-23 | 256k | Supported | Supported | Supported | Supported | Unsupported |
qwen3-max-preview | 256k | Supported | Supported | Supported | Supported | Unsupported |
qwen3-max-2025-09-23 | 256k | Supported | Supported | Supported | Supported | Unsupported |
qwen3-235b-a22b | 128k | Supported | Supported | Unsupported | Supported | Unsupported |
qwen3-235b-a22b-thinking-2507 | 128k | Supported | Supported | Unsupported | Unsupported | Unsupported |
qwen3-235b-a22b-instruct-2507 | 128k | Unsupported | Supported | Unsupported | Supported | Unsupported |
qwen3-next-80b-a3b-thinking | 128k | Supported | Supported | Unsupported | Unsupported | Unsupported |
qwen3-next-80b-a3b-instruct | 128k | Unsupported | Supported | Unsupported | Supported | Unsupported |
qwen3-32b | 128k | Supported | Supported | Unsupported | Supported | Unsupported |
qwen3-30b-a3b | 128k | Supported | Supported | Unsupported | Supported | Unsupported |
qwen3-30b-a3b-thinking-2507 | 80k | Supported | Supported | Unsupported | Unsupported | Unsupported |
qwen3-30b-a3b-instruct-2507 | 128k | Unsupported | Supported | Unsupported | Supported | Unsupported |
qwen3-14b | 128k | Supported | Supported | Unsupported | Supported | Unsupported |
qwen3-8b | 128k | Supported | Supported | Unsupported | Supported | Unsupported |
Qwen3-Coder
| Model | Context | Thinking mode | Function Calling | Built-in tools | Structured output | Batch calling |
qwen3-coder-plus | 1M | Supported | Supported | Unsupported | Supported | Unsupported |
qwen3-coder-plus-2025-09-23 | 1M | Supported | Supported | Unsupported | Supported | Unsupported |
qwen3-coder-plus-2025-07-22 | 1M | Supported | Supported | Unsupported | Supported | Unsupported |
qwen3-coder-flash | 1M | Supported | Supported | Unsupported | Supported | Unsupported |
qwen3-coder-flash-2025-07-28 | 1M | Supported | Supported | Unsupported | Supported | Unsupported |
qwen3-coder-next | 256k | Supported | Supported | Unsupported | Supported | Unsupported |
qwen3-coder-480b-a35b-instruct | 256k | Unsupported | Supported | Unsupported | Supported | Unsupported |
qwen3-coder-30b-a3b-instruct | 256k | Unsupported | Supported | Unsupported | Supported | Unsupported |
Translation
| Model | Context | Thinking mode | Function Calling | Built-in tools | Structured output | Batch calling |
qwen-mt-plus | 16k | Unsupported | Unsupported | Unsupported | Unsupported | Unsupported |
qwen-mt-turbo | 16k | Unsupported | Unsupported | Unsupported | Unsupported | Unsupported |
qwen-mt-flash | 16k | Unsupported | Unsupported | Unsupported | Unsupported | Unsupported |
qwen-mt-lite | 16k | Unsupported | Unsupported | Unsupported | Unsupported | Unsupported |
Qwen-Long
| Model | Context | Thinking mode | Function Calling | Built-in tools | Structured output | Batch calling |
qwen-long | 10M | Unsupported | Unsupported | Unsupported | Supported | Supported |
qwen-long-latest | 10M | Unsupported | Unsupported | Unsupported | Supported | Supported |
qwen-long-2025-01-25 | 10M | Unsupported | Unsupported | Unsupported | Supported | Unsupported |
Role-playing
| Model | Context | Thinking mode | Function Calling | Built-in tools | Structured output | Batch calling |
qwen-plus-character | 32k | Unsupported | Unsupported | Unsupported | Unsupported | Unsupported |
qwen-plus-character-ja | 32k | Unsupported | Unsupported | Unsupported | Unsupported | Unsupported |
qwen-flash-character | 8k | Unsupported | Unsupported | Unsupported | Unsupported | Unsupported |
Legacy Qwen
| Model | Context | Thinking mode | Function Calling | Built-in tools | Structured output | Batch calling |
qwen2.5-omni-7b | 32k | Unsupported | Unsupported | Unsupported | Unsupported | Unsupported |
qwen-plus and its snapshots | 1M | Supported | Supported | Supported | Supported | Supported (mainline version only) |
qwen-max and its snapshots | 32k | Supported | Supported | Supported | Supported | Supported (mainline version only) |
qwen-flash and its snapshots | 1M | Supported | Supported | Supported | Supported | Supported (mainline version only) |
qwen-turbo and its snapshots | 128k | Supported | Supported | Supported | Supported | Supported (mainline version only) |
qwq-plus | 128k | Supported | Supported | Unsupported | Unsupported | Supported |
qvq-max and its snapshots | 128k | Supported | Unsupported | Unsupported | Unsupported | Unsupported |
qwen-omni-turbo and its snapshots | 32k | Unsupported | Unsupported | Unsupported | Unsupported | Supported (mainline version only) |
Third-party models
| Model | Context | Thinking mode | Function Calling | Built-in tools | Structured output | Batch calling |
glm-5 | 198k | Supported | Supported | Unsupported | Supported | Unsupported |
glm-4.7 | 198k | Supported | Supported | Unsupported | Supported | Unsupported |
glm-4.5 | 128k | Supported | Supported | Unsupported | Supported | Unsupported |
glm-4.5-air | 128k | Supported | Supported | Unsupported | Supported | Unsupported |
MiniMax-M2.1 | 200k | Supported | Supported | Unsupported | Unsupported | Unsupported |
kimi-k2.5 | 256k | Supported | Supported | Unsupported | Unsupported | Unsupported |
kimi-k2-thinking | 256k | Supported | Supported | Unsupported | Supported | Unsupported |
Moonshot-Kimi-K2-Instruct | 128k | Unsupported | Supported | Unsupported | Unsupported | Unsupported |
deepseek-v3.2 | 128k | Supported | Supported | Unsupported | Unsupported | Supported |
deepseek-v3.2-exp | 128k | Supported | Supported | Unsupported | Unsupported | Unsupported |
deepseek-v3.1 | 128k | Supported | Supported | Unsupported | Unsupported | Unsupported |
deepseek-v3 | 128k | Unsupported | Supported | Unsupported | Unsupported | Supported |
deepseek-r1 | 128k | Supported | Supported | Unsupported | Unsupported | Supported |
deepseek-r1-0528 | 128k | Supported | Supported | Unsupported | Unsupported | Unsupported |
deepseek-r1-distill-llama-70b | 128k | Supported | Unsupported | Unsupported | Unsupported | Unsupported |
deepseek-r1-distill-qwen-32b | 128k | Supported | Unsupported | Unsupported | Unsupported | Unsupported |
deepseek-r1-distill-qwen-14b | 128k | Supported | Unsupported | Unsupported | Unsupported | Unsupported |
deepseek-r1-distill-qwen-7b | 128k | Supported | Unsupported | Unsupported | Unsupported | Unsupported |
deepseek-r1-distill-qwen-1.5b | 128k | Supported | Unsupported | Unsupported | Unsupported | Unsupported |
deepseek-r1-distill-llama-8b | 128k | Supported | Unsupported | Unsupported | Unsupported | Unsupported |
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Recommended models for coding tools
Migrate from closed-source models
Use cases
Context window
Thinking mode
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Batch inference
Recommended models
All models
Qwen3.7
Qwen3.6
Qwen3.5
Third-party models
Legacy and other models
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