Ling 3.1 Flash (Free)

inclusionai/ling-3.1-flash:free

Ling 3.1 Flash is an inclusionAI hybrid reasoning model. Novita describes it as having 560B total parameters with 25B activated, and lists reasoning and function calling for text workloads. Although the catalog's model description mentions a 1M-token context, its structured hosted limits are 262,144 context tokens and 32,768 output tokens. This configuration uses those hosted limits; the broader model-level context claim is not treated as availability on this endpoint.

Model specifications

Input
text
Output
text
Context
262,144 tokens
Max output
32,768 tokens
Input price
$0 / 1M tokens
Output price
$0 / 1M tokens
Released
2026-10-01

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 / 1M tokens · tier output average $0 / 1M tokens

Novita

Tier: Standard · Region: US

Pricing
Input
$0 / 1M tokens
Output
$0 / 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 3.1 Flash (Free)?
Ling 3.1 Flash is an inclusionAI hybrid reasoning model. Novita describes it as having 560B total parameters with 25B activated, and lists reasoning and function calling for text workloads. Although the catalog's model description mentions a 1M-token context, its structured hosted limits are 262,144 context tokens and 32,768 output tokens. This configuration uses those hosted limits; the broader model-level context claim is not treated as availability on this endpoint.
How much does Ling 3.1 Flash (Free) cost?
Input costs start at $0 / 1M tokens and output costs start at $0 / 1M tokens. Provider-level prices vary by service tier.
What is the context length of Ling 3.1 Flash (Free)?
Ling 3.1 Flash (Free) supports a 262,144 token context window and up to 32,768 output tokens.
What capabilities does Ling 3.1 Flash (Free) support?
Ling 3.1 Flash (Free) supports Streaming, Function calling, Vision, JSON mode.
Which providers offer Ling 3.1 Flash (Free)?
Ling 3.1 Flash (Free) is available from Novita.
How do providers handle data privacy for Ling 3.1 Flash (Free)?
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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