Ling 3.1 Flash
Hybrid reasoning model with a 1M-token context window, featuring 560B total parameters and 25B activated parameters.
- Tool Use
# Paste into Claude Code, Cursor, or Codex
Help me set up the Respan gateway: fetch and follow https:/
- Context window
- 262K tokens
- Input from
- $0.00/M
- Output from
- $0.00/M
- Providers
- 1
- Released
- Sep 28, 2026
Providers
One provider serves this model through the Respan gateway. Copy a model ID to call that route directly.
| Provider | Input | Output |
|---|---|---|
NovitaSave 10% novita/inclusionai/ling-3.1-flash | $0.00/M | $0.00/M |
Pricing
USD per 1M tokens on Novita, after gateway discounts.
- Input
- $0.00/M
- Output
- $0.00/M
- Cache read
- $0.00/M
- Cache write
- $0.00/M
Cost by volume
Total cost from 0 to 1T tokens.
Apps
Use Ling 3.1 Flash in the tools you already run. Each guide points the app at the Respan gateway, then you pick this model.
Claude CodeAnthropic's coding agent for the terminal
OpenCodeOpen-source terminal coding agent
Kilo CodeOpen-source coding agent for your editor
PiMinimal terminal coding agent
Codex CLIOpenAI's coding agent for the terminal
CursorAI code editor
LangChainFramework for LLM apps and agents
LlamaIndexAgents and RAG over your data
CrewAITeams of collaborating agents
Pydantic AIType-safe Python agent framework
Vercel AI SDKTypeScript toolkit for AI apps
Anthropic SDKAnthropic's client for Python and TS
Google Gen AIGoogle's SDK for Gemini models
LiteLLMOne Python interface for every provider
InstructorStructured outputs from LLMs
Setup guides for more apps are in the integration docs.
Ling 3.1 Flash FAQ
Certified where it counts.
Built to meet the security and privacy standards that enterprise and healthcare teams require.
