Ling 3.0 Flash

inclusionai/ling-3.0-flash

A chat model with a 256K-token context window, at $0.02205 per million input tokens and $0.06615 per million output tokens.

Details

Maker: inclusionai
Kind: Chat
Context window: 256,000 tokens
Max output: 32,000 tokens
Input: $0.02205 per million tokens
Cached input: $0.00441 per million tokens, 80% off
Cache write: Same as input
Output: $0.06615 per million tokens
Capabilities: Reasoning, tool use
Takes: Text
Returns: Text
Zero data retention: Not on every provider
No training on requests: Not on every provider
Released: 2026-08-06

Description

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.

Call it

curl

curl https://phantom.codes/v1/chat/completions \
  -H "Authorization: Bearer $PHANTOM_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "inclusionai/ling-3.0-flash",
    "messages": [
      {"role": "user", "content": "Hello"}
    ]
  }'

Set PHANTOM_KEY to your key. Any OpenAI client works with the base URL https://phantom.codes/v1.

Get a key Compare with another model