Ling 3.0 Flash: API pricing, context window and capabilities

Prices from official vendor price lists · October 2026

Ling 3.0 Flash costs $0.021 per 1M input tokens and $0.063 per 1M output tokens, with a 262.1K context window. One of the cheapest models here — below 99% of the rating on output price. Suited to high volume, where a wrong answer is cheap to retry.

Visit InclusionAIAll InclusionAI models
Capabilities
Text & chatVisionLow latency
API $/1M (in / out)
$0.021 / $0.063
Context window
262.1K tokens
Price / mo
API only
OverviewReviews

Ling 3.0 Flash is an AI model from InclusionAI, priced at $0.021 input and $0.063 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$0.021 / $0.063per 1M tokens, in / out
Context262.1K tokenstokens per conversation
VendorInclusionAIall models from this vendor
TierBudgetcheaper than 99% of models

Cost calculator

Standard$0.05AED 0 per month
With batch −50%$0.03AED 0 per month
With caching on input$0.05AED 0 per month
Standard$0.53AED 2 per month
With batch −50%$0.26AED 1 per month
With caching on input$0.48AED 2 per month
Standard$2.63AED 10 per month
With batch −50%$1.31AED 5 per month
With caching on input$2.39AED 9 per month
Standard$10.50AED 39 per month
With batch −50%$5.25AED 19 per month
With caching on input$9.55AED 35 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 sits against its neighbours in this rating. Tap a card to open that model.

North Mini Code
Cheaper
Cohere
per instance-hour256K tokens
Ministral 3 3B 2512
Closest match
Mistral AI
$0.1 / $0.1131.1K tokens
Ministral 3 3B 2512
Step up
Mistral AI
$0.1 / $0.1131.1K 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 cost?

$0.021 / $0.063 per 1M tokens, input and output. In dirhams that is roughly AED 0.08 per 1M input tokens. Batch processing halves it where the vendor offers it.

What is the context window of Ling 3.0 Flash?

262.1K tokens in a single conversation.

What can Ling 3.0 Flash do?

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

Is Ling 3.0 Flash 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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