Efficient model for low-latency assistance, extraction, and routine automation
https://api.kilo.ai/api/gateway inclusionai/ling-3.1-flash ling-3.1-flash is listed for chat workloads and supports a 262K context window.
Check Kilo Code's current endpoint status before integrating this listing. Use the alternatives table if the provider listing is unavailable.
We found 2 provider listings for ling. Check model ID, quota, pricing, and API format before switching providers.
| Provider | Model listing | Access | Context | API | Limits |
|---|---|---|---|---|---|
| | inclusionai/ling-3.1-flash | Check provider | 262K | OpenAI-style | 200 req/hr |
| | Thinking Machines: Inkling Small (free) | Free tier | 1.0M | OpenAI-style | 200 req/day (free tier) |
| Model | Provider | Context | Access |
|---|---|---|---|
| Thinking Machines: Inkling Small (free) | OpenRouter | 1.0M | Free tier |
| nvidia/nemotron-3-ultra-550b-a55b:free | Kilo Code | 1.0M | Free tier |
| nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free | Kilo Code | 256K | Free tier |
| poolside/laguna-s-2.1:free | Kilo Code | 262K | Free tier |
| cohere/north-mini-code:free | Kilo Code | 256K | Free tier |
ling-3.1-flash is tagged for chat in this catalog and works with OpenAI-compatible client libraries.
ling-3.1-flash appears in the free model catalog for Kilo Code, but its current endpoint availability should be confirmed with the provider before use.
The model ID shown in this catalog is inclusionai/ling-3.1-flash.
The listed free tier limit is 200 req/hr. Limits can change per account tier, so confirm against the provider dashboard.
The listed context window is 262K tokens with up to 32K output tokens.
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
For API keys, setup steps, and provider-level limits, see the Kilo Code provider page.