Ling 3.0 Flash VL: API pricing, context window and capabilities

Prices from official vendor price lists · October 2026

Ling 3.0 Flash VL costs $0.02 per 1M input tokens and $0.059 per 1M output tokens, with a 256K 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.

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Capabilities

API $/1M (in / out)

$0.02 / $0.059

Context window

256K tokens

Price / mo

API only

Overview Reviews

Ling 3.0 Flash VL is an AI model from InclusionAI, priced at $0.02 input and $0.059 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 256K tokens in a single conversation. Capabilities recorded in this rating: text & chat, vision, video, reasoning, tool calling. Access is through the API rather than a consumer subscription.

API price$0.02 / $0.059per 1M tokens, in / out

Context256K tokenstokens per conversation

VendorInclusionAIall models from this vendor

TierBudgetcheaper than 99% of models

Cost calculator

1M tokens/mo10M tokens/mo50M tokens/mo200M tokens/mo

Standard$0.05~~AED 0 per month~~

With batch −50%$0.02~~AED 0 per month~~

With caching on input$0.04~~AED 0 per month~~

Standard$0.49~~AED 2 per month~~

With batch −50%$0.25~~AED 1 per month~~

With caching on input$0.45~~AED 2 per month~~

Standard$2.46~~AED 9 per month~~

With batch −50%$1.23~~AED 5 per month~~

With caching on input$2.24~~AED 8 per month~~

Standard$9.85~~AED 36 per month~~

With batch −50%$4.92~~AED 18 per month~~

With caching on input$8.95~~AED 33 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 VL sits against its neighbours in this rating. Tap a card to open that model.

Ministral 3 3B

Closest match

Mistral AI

$0.1 / $0.1131.1K tokens

Ling 3.0 Flash

Step up

InclusionAI

$0.021 / $0.063262.1K tokens

Good and poor fit

Good fit

Multi-step analysis, planning and code review, where the first plausible answer is often wrong.
Reading screenshots, charts, scanned documents and photos.

Related filters

Text & chat234 models for text generation and chat

Vision159 models that read images

Reasoning175 models that think before answering

Tool calling172 models that call your functions

Prompt caching153 models with cheap repeated context

InclusionAI4 models from this vendor

All 245 modelsThe full rating with filters and prices

Frequently asked questions

How much does Ling 3.0 Flash VL cost?

$0.02 / $0.059 per 1M tokens, input and output. In dirhams that is roughly AED 0.07 per 1M input tokens. Batch processing halves it where the vendor offers it.

What is the context window of Ling 3.0 Flash VL?

256K tokens in a single conversation.

What can Ling 3.0 Flash VL do?

In this rating it is recorded with: text & chat, vision, video, reasoning, tool calling, prompt caching, free tier, multilingual, open weights.

Is Ling 3.0 Flash VL 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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