Ling 3.1 Flash is tracked as official price pending. This catalog does not publish a universal first-party hosted API price for the model; the official channel is labeled self-hosted or pending. The OpenRouter channel remains separate so the two routes are not mistaken for one price.
API integration and workload checks
First-party hosted API pricing is not verified. OpenRouter pricing for inclusionai/ling-3.1-flash is stored separately and can change; a zero rate is not a permanent free-service guarantee. Text input/output; tool calling was listed in the 2026-10-03 endpoint check, but enforced response_format was not listed. API inference has not been tested by this site.
Ling 3.1 Flash API: pricing and setup
The price history starts with observed channel baselines, not reconstructed past prices. API inference has not been tested by this site.
What is Ling 3.1 Flash in this model directory?
Ling 3.1 Flash is a inclusionAI model tracked with official price pending. This directory page brings together its current official and OpenRouter routes, context window, lifecycle notes, verification dates, example cost, and same-provider alternatives in one source-linked record.
The cost position is a directory aid, not a capability ranking. A lower sample price does not mean two models are interchangeable.
What are the Ling 3.1 Flash input and output prices?
| Channel | Input / 1M | Cached input / 1M | Output / 1M | Verified | Source |
|---|---|---|---|---|---|
| Official direct | — | — | — | — | Provider source ↗ |
| OpenRouter | $0.00 | — | $0.00 | 2026-10-03 | — |
Rates are normalized to USD per 1M tokens. This page does not replace a missing official price with an OpenRouter price.
What does Ling 3.1 Flash cost for a typical workload?
Using 1M input tokens and 250K output tokens, the estimated cost is — through the official route and $0.00 through OpenRouter. This example is calculated from the listed token rates and does not include taxes, tools, storage, retries, or optional OpenRouter credit purchase fees.
example = (1M × input rate) + (0.25M × output rate)
monthly estimate = example × your monthly runs
Open the full workload calculator to change the token mix, cached-input percentage, monthly runs, and selected channel.
What are the context and lifecycle details?
Capacity is not a flat fee; billed tokens depend on what a request actually processes.
First-party hosted API pricing is not verified. OpenRouter pricing for inclusionai/ling-3.1-flash is stored separately and can change; a zero rate is not a permanent free-service guarantee. Text input/output; tool calling was listed in the 2026-10-03 endpoint check, but enforced response_format was not listed. API inference has not been tested by this site.
0 official and 1 OpenRouter observations are stored for this model.
Which inclusionAI models are closest for comparison?
These same-provider models are selected by similar example workload cost where comparable prices exist. Use them as navigation shortcuts, not as a claim of equivalent capability.
| Model | Official in / out | OpenRouter in / out | Context |
|---|---|---|---|
| No same-provider comparison models are currently available. | |||
How is this Ling 3.1 Flash price page maintained?
The official route uses the provider-owned source shown above. The OpenRouter route uses an explicit model-ID mapping and the exact OpenRouter record shown above. Source failures preserve the last verified record; a price-history event is added only when a verified input, cached-input, or output rate changes.
For methodology, source failure handling, and channel definitions, see the pricing methodology and price history.
Ling 3.1 Flash pricing questions
How much does Ling 3.1 Flash cost per 1M tokens?
This catalog does not publish a universal first-party hosted API price for the model; the official channel is labeled self-hosted or pending. The mapped OpenRouter route is $0.00 input and $0.00 output per 1M tokens.
What is the Ling 3.1 Flash example workload cost?
For 1M input tokens and 250K output tokens, the estimated cost is — through the official channel and $0.00 through OpenRouter, before any optional OpenRouter credit purchase fee.
Does Ling 3.1 Flash have an OpenRouter route?
Yes. The route is stored separately under its OpenRouter model ID and has its own source and verification date.
What should I check before using Ling 3.1 Flash in production?
Confirm the linked provider terms, context and long-context rules, cache behavior, rate limits, latency, tool support, data policies, and actual token usage for your workload. This page is a pricing reference, not a capability or procurement recommendation.