--- title: InclusionAI: Ling 3.0 Tiny API | Text Generation | ModelsLab description: Build with InclusionAI: Ling 3.0 Tiny API by inclusionAI. Text generation, chat, code, and reasoning. Plans from $21/month. url: https://modelslab.com/models/inclusionai/inclusionai-ling-3.0-tiny.md canonical: https://modelslab.com/models/inclusionai/inclusionai-ling-3.0-tiny type: product component: Playground/LLM/Index generated_at: 2026-11-10T13:04:20.806679Z --- inclusionAI: Ling 3.0 Tiny --- [LLMs.txt](https://modelslab.com/models/inclusionai/inclusionai-ling-3.0-tiny/llms.txt) [.md](https://modelslab.com/models/inclusionai/inclusionai-ling-3.0-tiny.md) inclusionAI: Ling 3.0 Tiny --- Choose a prompt below to get started or type your own message Explain quantum computing in simple terms Write a Python function to sort a list Create a marketing email for a SaaS product Compare REST vs GraphQL APIs text files Send ### inclusionAI: Ling 3.0 Tiny inclusionai inclusionai-ling-3.0-tiny Copy model ID PricingInput $0.015 / 1M tokens Output $0.045 / 1M tokens API EndpointsOpenAI Compatible `https://modelslab.com/api/v7/llm/chat/completions`Endpoint Anthropic Compatible `https://modelslab.com/api/v7/llm/v1/messages`Messages `https://modelslab.com/api/v7/llm/v1/messages/count_tokens`Count Tokens `https://modelslab.com/api/v7/llm/v1/models`Models Use with Claude Code cURL Example ParametersSystem MessageYou are a helpful AI assistant specialized in providing accurate and detailed responses. Temperature0.7 Max Tokens4000 Top P0.9 Frequency Penalty0 Presence Penalty0 Thinkinglow lowmediumhigh Deeper thinking spends more of the Max Tokens budget before the answer starts. Model Info Support Looking for something different? --- Models that trade off differently against the one you are viewing ### Better quality Newer flagship models that generally produce stronger results. [OpenAI](https://modelslab.com/models/openai) [GPT 5.2](https://modelslab.com/models/openai/gpt-5.2) [OpenAI](https://modelslab.com/models/openai) [GPT 5.1](https://modelslab.com/models/openai/gpt5.1) [OpenAI](https://modelslab.com/models/openai) [GPT-5.1-Codex-Max](https://modelslab.com/models/openai/gpt-5.1-codex-max) ### Lower cost per run Open-source models we host, unlimited on the $149/month plan. [ModelsLab](https://modelslab.com/models/modelslab) Popular [Modelslab: Custom LLM](https://modelslab.com/models/modelslab/uncensored-chat)Open Source Model [Qwen](https://modelslab.com/models/open_router) [Qwen3 30B A3b](https://modelslab.com/models/Qwen/Qwen-Qwen3-30B-A3B)Closed Source Model [Qwen](https://modelslab.com/models/open_router) [Qwen3 14B](https://modelslab.com/models/Qwen/Qwen-Qwen3-14B)Closed Source Model [Mistral AI](https://modelslab.com/models/open_router) [Mistral: Mistral Nemo](https://modelslab.com/models/mistralai/mistralai-mistral-nemo)Closed Source Model [Qwen](https://modelslab.com/models/open_router) [Qwen3 Coder 30B A3b Instruct](https://modelslab.com/models/Qwen/Qwen-Qwen3-Coder-30B-A3B-Instruct)Closed Source Model [NVIDIA](https://modelslab.com/models/open_router) [NVIDIA: Nemotron 3.5 Super VL (free)](https://modelslab.com/models/nvidia/nvidia-nemotron-3.5-super-vl-free)Closed Source Model Related Models --- Discover similar models you might be interested in [View all LLM Models](https://modelslab.com/models?feature=llmaster) [#### Alibaba Cloud/Qwen: Qwen3.5-27B qwen-qwen3.5-27b From $1.35/M tokens](https://modelslab.com/models/alibaba_cloud/qwen-qwen3.5-27b) [#### Alibaba Cloud/Qwen: Qwen3.5 397B A17B qwen-qwen3.5-397b-a17b From $2.10/M tokens](https://modelslab.com/models/alibaba_cloud/qwen-qwen3.5-397b-a17b) [#### Qwen/Qwen3.5 9B FP8 Qwen-Qwen3.5-9B From $0.13/M tokens](https://modelslab.com/models/Qwen/Qwen-Qwen3.5-9B) [#### Meta/Llama 4 Maverick Instruct (17Bx128E) meta-llama-Llama-4-Maverick-17B-128E-Instruct-FP8 From $0.56/M tokens](https://modelslab.com/models/meta/meta-llama-Llama-4-Maverick-17B-128E-Instruct-FP8) [#### Moonshot AI/MoonshotAI: Kimi K2 Thinking moonshotai-kimi-k2-thinking From $1.55/M tokens](https://modelslab.com/models/moonshotai/moonshotai-kimi-k2-thinking) [#### Cohere/Cohere: Command A+ cohere-command-a-plus From $0.90/M tokens](https://modelslab.com/models/cohere/cohere-command-a-plus) [#### Z.ai/Z.ai: GLM 5.3 Prime z-ai-glm-5.3-prime From $5.80/M tokens](https://modelslab.com/models/z-ai/z-ai-glm-5.3-prime) [#### Qwen/Qwen: Qwen-Plus qwen-qwen-plus From $0.52/M tokens](https://modelslab.com/models/qwen/qwen-qwen-plus) [#### DeepSeek/DeepSeek: DeepSeek V4 Flash Latest deepseek-deepseek-v4-flash-latest From $0.17/M tokens](https://modelslab.com/models/deepseek/deepseek-deepseek-v4-flash-latest) [#### Mistral AI/Mistral Small (24B) Instruct 25.01 mistralai-Mistral-Small-24B-Instruct-2501 From $0.20/M tokens](https://modelslab.com/models/mistralai/mistralai-Mistral-Small-24B-Instruct-2501) [#### Meta/Meta Llama 3.1 8B meta-llama-Meta-Llama-3.1-8B From $0.20/M tokens](https://modelslab.com/models/meta/meta-llama-Meta-Llama-3.1-8B) [#### Mistral AI/Mistral: Mistral Small 3.1 24B mistralai-mistral-small-3.1-24b-instruct From $0.45/M tokens](https://modelslab.com/models/mistralai/mistralai-mistral-small-3.1-24b-instruct) [#### Qwen/Qwen: Qwen3.7 Plus (batch) qwen-qwen3.7-plus-batch From $0.57/M tokens](https://modelslab.com/models/qwen/qwen-qwen3.7-plus-batch) [#### OpenAI/OpenAI: GPT-4o (2024-11-20) openai-gpt-4o-2024-11-20 From $6.25/M tokens](https://modelslab.com/models/openai/openai-gpt-4o-2024-11-20) [#### Google/Google: Gemini 3.1 Pro Preview Custom Tools google-gemini-3.1-pro-preview-customtools From $7.00/M tokens](https://modelslab.com/models/google/google-gemini-3.1-pro-preview-customtools) [#### NVIDIA/NVIDIA: Nemotron 3 Ultra nvidia-nemotron-3-ultra-550b-a55b From $1.50/M tokens](https://modelslab.com/models/nvidia/nvidia-nemotron-3-ultra-550b-a55b) [#### Meta/Meta: Muse Ember meta-muse-ember From $0.30/M tokens](https://modelslab.com/models/meta/meta-muse-ember) [#### Qwen/Qwen: Qwen3.8 Max (0902) (batch) qwen-qwen3.8-max-0902-batch From $2.30/M tokens](https://modelslab.com/models/qwen/qwen-qwen3.8-max-0902-batch) About InclusionAI: Ling 3.0 Tiny --- Ling 3.0 Tiny is a mixture-of-experts model from InclusionAI, with 1.3B active parameters out of 7.9B total. It is designed for responsive agents, instruction following, and multi-turn conversations, with switchable... ### Technical Specifications Model IDinclusionai-ling-3.0-tiny CategoryLLM Models TaskText Generation Price$0.03 per million tokens AddedNovember 5, 2026 ### Key Features - Chat completion and multi-turn conversation API - Streaming response with token-by-token output - Function calling and tool use support - System prompts and role-based messaging - JSON mode and structured output ### Quick Start Integrate InclusionAI: Ling 3.0 Tiny into your application with a single API call. Get your API key from the [pricing page](https://modelslab.com/pricing) to get started. PythonJavaScriptcURLPHP ``` import requests import json url = "https://modelslab.com/api/v7/llm/chat/completions" headers = { "Content-Type": "application/json" } data = { "model_id": "inclusionai-ling-3.0-tiny", "messages": [ { "role": "user", "content": "Hello!" } ], "max_tokens": 1000, "key": "YOUR_API_KEY" } try: response = requests.post(url, headers=headers, json=data) response.raise_for_status() # Raises an HTTPError for bad responses (4XX or 5XX) result = response.json() print("API Response:") print(json.dumps(result, indent=2)) except requests.exceptions.HTTPError as http_err: print(f"HTTP error occurred: {http_err} - {response.text}") except Exception as err: print(f"Other error occurred: {err}") ``` ### Pricing InclusionAI: Ling 3.0 Tiny API costs $0.03 per million tokens. Plans start at $21/month, and open-source models are unlimited on the $149/month plan. [View pricing plans](https://modelslab.com/pricing) ### Use Cases - AI chatbots and virtual assistants - Code generation and developer tools - Content writing and copywriting automation - Data analysis, summarization, and extraction [Browse LLM Models](https://modelslab.com/models?feature=llmaster) [More from inclusionAI](https://modelslab.com/models/open_router) [View Pricing](https://modelslab.com/pricing) InclusionAI: Ling 3.0 Tiny FAQ --- ### What is InclusionAI: Ling 3.0 Tiny? Ling 3.0 Tiny is a mixture-of-experts model from InclusionAI, with 1.3B active parameters out of 7.9B total. It is designed for responsive agents, instruction following, and multi-turn conversations, with switchable... ### How do I use the InclusionAI: Ling 3.0 Tiny API? You can integrate InclusionAI: Ling 3.0 Tiny into your application with a single API call. Sign up on ModelsLab to get your API key, then use the model ID "inclusionai-ling-3.0-tiny" in your API requests. We provide SDKs for Python, JavaScript, and cURL examples in the API documentation. ### How much does InclusionAI: Ling 3.0 Tiny cost? InclusionAI: Ling 3.0 Tiny costs $0.03 per million tokens. ModelsLab plans start at $21/month (Basic), and the $149/month Open Source plan includes unlimited generation on open-source models. ### What is the InclusionAI: Ling 3.0 Tiny model ID? The model ID for InclusionAI: Ling 3.0 Tiny is "inclusionai-ling-3.0-tiny". Use this ID in your API requests to specify this model. ### Do I need a paid plan to use InclusionAI: Ling 3.0 Tiny? Yes. ModelsLab is subscription-based with no free tier — plans start at $21/month (Basic, 3,250 API calls). The $149/month Open Source Unlimited plan includes unlimited generation across open-source models; premium third-party models are billed per call from your wallet. --- *This markdown version is optimized for AI agents and LLMs.* **Links:** - [Website](https://modelslab.com) - [API Documentation](https://docs.modelslab.com) - [Blog](https://modelslab.com/blog) --- *Generated by ModelsLab - 2026-11-10*