Ling 3.0 Flash

inclusionai/ling-3.0-flash

Ling-3.0-flash is a 124B-parameter Mixture-of-Experts (MoE) model, with approximately 5.1B parameters activated per token. The model is designed with token efficiency and production-scale agentic inference as key priorities, enabling developers to complete more useful work within constrained token, latency, and serving-cost budgets.

Model specifications

Input
text
Output
text
Context
262,144 tokens
Max output
32,768 tokens
Input price
$0.06 / 1M tokens
Output price
$0.18 / 1M tokens
Released
2026-08-07

Capabilities

  • Streaming
  • Function calling
  • Vision
  • JSON mode

Provider pricing, discounts and data privacy

Compare effective provider prices, published discounts, regions, retention policies, training use, compliance, and privacy links by service tier.

Standard service tier

1 available provider · tier input average $0.06 / 1M tokens · tier output average $0.18 / 1M tokens

Novita

Tier: Standard · Region: US

Pricing
Input
$0.06 / 1M tokens
Output
$0.18 / 1M tokens
Cache read
$0.012 / 1M tokens

No provider discount is currently published.

Data privacy and compliance
Region
US
Zero data retention
Yes
Data retention
Zero retention
Used for training
No
Data collection
Moderated
No
GDPR compliant
No
HIPAA compliant
No
SOC 2 certified
No
BYOK supported
No

Frequently asked questions

What is Ling 3.0 Flash?
Ling-3.0-flash is a 124B-parameter Mixture-of-Experts (MoE) model, with approximately 5.1B parameters activated per token. The model is designed with token efficiency and production-scale agentic inference as key priorities, enabling developers to complete more useful work within constrained token, latency, and serving-cost budgets.
How much does Ling 3.0 Flash cost?
Input costs start at $0.06 / 1M tokens and output costs start at $0.18 / 1M tokens. Provider-level prices vary by service tier.
What is the context length of Ling 3.0 Flash?
Ling 3.0 Flash supports a 262,144 token context window and up to 32,768 output tokens.
What capabilities does Ling 3.0 Flash support?
Ling 3.0 Flash supports Streaming, Function calling, Vision, JSON mode.
Which providers offer Ling 3.0 Flash?
Ling 3.0 Flash is available from Novita.
How do providers handle data privacy for Ling 3.0 Flash?
1 of 1 providers report that customer data is not used for training, and 1 offer zero-data-retention routing. Retention, compliance, and privacy-policy links are listed per provider.

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