Ling 3.0 Flash Sante: context, capabilities and where to run it

Prices from official vendor price lists · October 2026

InclusionAI does not publish a token price for this model, so cost depends on where it is hosted. Recorded here for vision.

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Capabilities
Text & chatVisionLow latency
API $/1M (in / out)
$0 / $0
Context window
262.1K tokens
Price / mo
API only
OverviewReviews

Ling 3.0 Flash Sante is an AI model from InclusionAI, priced at $0 input and $0 output per 1M tokens. That places it in the budget tier of this rating — cheaper than 99% of the 205 priced models listed.

It holds 262.1K tokens in a single conversation. Capabilities recorded in this rating: text & chat, vision, low latency, multilingual, proprietary API. Access is through the API rather than a consumer subscription.

API price$0 / $0per 1M tokens, in / out
Context262.1K tokenstokens per conversation
VendorInclusionAIall models from this vendor
TierBudgetcheaper than 99% of models

Cost calculator

Standard$0.00AED 0 per month
With batch −50%$0.00AED 0 per month
With caching on input$0.00AED 0 per month
Standard$0.00AED 0 per month
With batch −50%$0.00AED 0 per month
With caching on input$0.00AED 0 per month
Standard$0.00AED 0 per month
With batch −50%$0.00AED 0 per month
With caching on input$0.00AED 0 per month
Standard$0.00AED 0 per month
With batch −50%$0.00AED 0 per month
With caching on input$0.00AED 0 per month

Assumes a 1:3 input-to-output ratio, which is typical for chat and generation. Dirham figures use 3.6725 per dollar. Batch and caching discounts apply where the vendor offers them.

Compared with alternatives

How Ling 3.0 Flash Sante sits against its neighbours in this rating. Tap a card to open that model.

North Mini Code
Closest match
Cohere
per instance-hour256K tokens
Ling 3.0 Flash
Step up
InclusionAI
$0.021 / $0.063262.1K tokens

Good and poor fit

Good fit
  • Reading screenshots, charts, scanned documents and photos.
  • High-volume routing, classification and autocomplete.
Poor fit
  • Long multi-step reasoning, where a larger model finishes in fewer attempts.
  • Integrations that depend on structured function calls.

Related filters

Text & chat234 models for text generation and chat
Vision159 models that read images
Low latency76 small, fast models for volume
MultilingualAll 245 models work beyond English
Proprietary API151 closed-weight, API-only models
InclusionAI4 models from this vendor
All 245 modelsThe full rating with filters and prices

Frequently asked questions

How much does Ling 3.0 Flash Sante cost?

$0 / $0 per 1M tokens, input and output. In dirhams that is roughly AED 0.00 per 1M input tokens. Batch processing halves it where the vendor offers it.

What is the context window of Ling 3.0 Flash Sante?

262.1K tokens in a single conversation.

What can Ling 3.0 Flash Sante do?

In this rating it is recorded with: text & chat, vision, low latency, multilingual, proprietary API.

Is Ling 3.0 Flash Sante a good choice?

It depends on the job. See the good-fit and poor-fit lists above, and compare against the neighbouring models before committing.

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