Ling 3.0 Flash

InclusionAI

Ling 3.0 Flash 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.

Language
Reasoning
Tool use
Implicit caching

All models Use this model

Context: 256K
Max output: 32K
Input / 1M: $0.060
Output / 1M: $0.180

Quickstart

Point any OpenAI-compatible client at Maxynetic Systems and pass inclusionai/ling-3.0-flash as the model.

curl https://api.maxynetic.com/v1/chat/completions \
  -H "Authorization: Bearer $MAXYNETIC_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "inclusionai/ling-3.0-flash",
    "messages": [{ "role": "user", "content": "Explain routing in one line." }]
  }'

Pricing

Billed per token with no markup on the underlying provider rate.

Input
Per 1M prompt tokens
$0.060
Output
Per 1M completion tokens
$0.180
Cache read
Per 1M cached prompt tokens
$0.012

A 1M-token prompt with 250K tokens of output costs about $0.105.