inclusionAI API pricing & models

Tracked active inclusionAI models range from $0.02 to $0.06 per million input tokens. Output rates are listed separately for each model. Prices vary by model and API endpoint; these are token rates, not a subscription quote.

Ling 3.0 Flash is the lowest blended-price option among tracked active non-embedding models, or among all models if only embeddings are listed: $0.02 input and $0.06 output per million tokens ($0.03 blended). Blended pricing uses 75% input and 25% output for generation models; your cheapest option may differ with your workload.

No Artificial Analysis Intelligence Index results are currently listed for inclusionAI. Missing results do not establish that a model is worse than a scored model.

Multiply input tokens in millions by the input rate and add output tokens in millions multiplied by the output rate. For example, 20 million input and 5 million output tokens on Ling 3.0 Flash cost an estimated $0.74 at the listed rates. This excludes tool charges, cache-specific charges, taxes and any endpoint-specific adjustments.

Ling 3.1 Flash has a listed context window of 1M tokens, the largest among tracked active inclusionAI models. Context capacity and maximum response length are separate limits; verify both on the model page and in the endpoint documentation.

Ling 3.1 Flash has the most recent listed release date among tracked active inclusionAI models: 2026-10-02. Models without a usable release date are excluded from this comparison. Catalog release dates do not guarantee immediate API availability.

1 tracked active models list image inputs, including Ling 3.0 Flash VL. Accepting images does not mean a model generates images; check each model's separate input and output formats and endpoint limits.

5 tracked active models have a listed cached-input rate, including Ling 3.0 Flash, Ling 3.0 Flash Fin, Ling 3.0 Flash Sante. Savings depend on eligible repeated input and the endpoint's cache rules, duration and any write charges.

5 tracked active models list tool-calling capabilities, including Ling 3.0 Flash, Ling 3.0 Flash Fin, Ling 3.0 Flash Sante. Verify the exact tool schema and availability with your API endpoint before integrating.

Compare scores within the same evaluation: Artificial Analysis Intelligence Index, DesignArena Elo, general Arena Elo and MMLU-Pro use different tasks and scales. Missing results are not zeroes. Pair a relevant measured benchmark with input/output pricing and tests of your own workload; the cheapest or highest-scoring model is not automatically the best fit.

The price list shows active models by default. Turn on Show retired models to include retired catalog entries, where available. A retained model page preserves reference information, not a promise that its API is still available.

inclusionAI is categorized as an AI lab in this catalog. Individual model pages list available API hosts separately; model creator and API host are different roles.