inclusionai
Ling-3.0-flash API Pricing
Ling-3.0-flash costs $0.021 per 1M input tokens and $0.063 per 1M output tokens (cache reads: $0.0042). Context window: 262K. Prices verified 2026-08-23 · source
Input / 1M tokens
$0.021
Output / 1M tokens
$0.063
Context window
262K
Max output
33K
What would Ling-3.0-flash cost you per month?
| Workload | Requests/mo | Avg tokens (in/out) | Est. monthly cost |
|---|---|---|---|
| Light chatbot | 10,000 | 800 / 400 | $0.42 |
| Coding agent | 5,000 | 8,000 / 2,000 | $1.47 |
| RAG pipeline | 30,000 | 4,000 / 500 | $3.46 |
| Doc summarizer | 2,000 | 20,000 / 1,000 | $0.97 |
Estimates use list prices without prompt caching. Caching can cut input cost by up to 90% on repeated context.
About Ling-3.0-flash
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...