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Text model

Ling-3.0 Flash

inclusionai/ling-3.0-flash

inclusionai/ling-3.0-flash is a language model from inclusionAI you can call on the OceanToken API at $0.021 per 1M input tokens and $0.063 per 1M output tokens, with a 262K-token context window and up to 33K output tokens; it supports reasoning, tool calling.

At a glance

Model IDinclusionai/ling-3.0-flash
TypeText
PublisherinclusionAI
Context window262,144 tokens
Max output32,768 tokens
Input price$0.021 per 1M tokens
Output price$0.063 per 1M tokens
Cached input price$0.0042 per 1M tokens
Capabilitiesreasoning, tool calling
Endpoint/v1/chat/completions, /v1/responses
API shapeOpenAI-compatible
In the catalog since2026-07-23

Call it

Base URL https://api.oceantoken.ai/v1, your OceanToken key as the bearer token, and the model ID above as model. The OpenAI SDKs work unchanged; see your first request.

curl https://api.oceantoken.ai/v1/chat/completions \
-H "Authorization: Bearer $OCEANTOKEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model": "inclusionai/ling-3.0-flash", "messages": [{"role": "user", "content": "Hello"}]}'

Compared with similar models

Text models on OceanToken closest to inclusionai/ling-3.0-flash in price. Every price is what you pay, in US dollars, with no platform fee on top.

ModelPublisherContextPrice (per 1M tokens)
Ling-3.0 FlashinclusionAI262,144$0.021 / $0.063
Gemma 3 4B IT
google/gemma-3-4b-it
Google131K$0.04 / $0.05
L3 Lunaris 8B
sao10k/l3-lunaris-8b
Sao10k8K$0.04 / $0.05
Llama 3.1 8B Instruct
meta-llama/llama-3.1-8b-instruct
Meta131K$0.05 / $0.08

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Prices and capabilities on this page were read from the live OceanToken catalog on 2026-10-18 (UTC), when the documentation was built. If a price has changed since, the console's Models page shows the current one.