inclusionAI
Ling 3.1 Flash
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
Cost / 1M tokens
Very low usage$0.045
input
$0.009
cached input
$0.135
output
Context Window
1M
Up to 262K max output
Modalities
text → text
Other tokenizer
Quickstart & API
inclusionai/ling-3.1-flashBest for & Strengths
Key Strengths
Recommended Workloads in ChatOSS
- Coding agents
- Complex reasoning & debugging
- Open-source AI workflows
Active Provider Endpoints (1)
Upstream inference providers serving Ling 3.1 Flash, with per-provider pricing, context limits, quantization, and 24-hour uptime.
| Provider | Input / 1M | Output / 1M | Cache Read / 1M | Context | Max Output | Quantization | Uptime (24h) |
|---|---|---|---|---|---|---|---|
Novitacache novita | $0.045 | $0.135 | $0.009 | 1M | 262K | — | 92.8% |
Supported API Parameters
Parameters accepted by this model when called through ChatOSS or OpenRouter.
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