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Ling 3.0 Flash VL – Benchmarks, Pricing & Intelligence Analysis

Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...

Not available on LLMBase

Ling 3.0 Flash VL is not currently available in LLMBase Chat or the LLMBase Inference API. Benchmarks, pricing, and model details remain available for research and comparison.

Input Price

$0.07/1M tokens

Output Price

$0.22/1M tokens

Intelligence

24.6

Coding

57.0

Specifications

Technical details and pricing.

ProviderInclusionai
Context Window262,144 tokens
Release DateSep 10, 2026
ModalitiesText
CapabilitiesFunction Calling
AvailabilityNot available

EU-hosted inference API

Power your AI projects with open-source models.

Drop-in OpenAI-compatible API. No data leaves Europe.

MiniMax

MiniMax M3

$0.40 / $1.40

per M tokens

Z.ai

GLM 5.3 Flash

$0.20 / $0.60

per M tokens

MoonshotAI

Kimi K3

$4.00 / $18.00

per M tokens

DeepSeek

DeepSeek V4.1 Flash

$0.40 / $1.40

per M tokens

Frequently Asked Questions

What is Ling 3.0 Flash VL good for?

Use Ling 3.0 Flash VL for everyday tasks like writing, summarizing, brainstorming, and getting clear explanations.

How much does Ling 3.0 Flash VL cost?

Pricing is based on usage. Current rates are $0.07/1M tokens for input and $0.22/1M tokens for output.

Is Ling 3.0 Flash VL available in LLMBase Chat yet?

Not yet on this page. We will add chat and inference actions automatically once an exact catalog entry exists for Ling 3.0 Flash VL.

Does Ling 3.0 Flash VL support images or audio?

Ling 3.0 Flash VL focuses on text-based tasks.

Benchmarks and pricing use Artificial Analysis where available. Catalog specs are used as a fallback.