Ling 3.0 Flash VL

inclusionai/ling-3.0-flash-vl

A chat model with a 256K-token context window, at $0.07875 per million input tokens and $0.231 per million output tokens.

Details

Maker: inclusionai
Kind: Chat
Context window: 256,000 tokens
Max output: 32,000 tokens
Input: $0.07875 per million tokens
Cached input: $0.01575 per million tokens, 80% off
Cache write: Same as input
Output: $0.231 per million tokens
Capabilities: Reasoning, tool use, vision
Takes: Text, image, video
Returns: Text
Zero data retention: Not on every provider
No training on requests: Not on every provider
Released: 2026-09-08

Description

Ling 3.0 Flash VL builds on Ling 3.0 Flash with stronger language capabilities, native visual perception, and visual agent capabilities. It supports text, image, and video inputs with text output, reasoning, and function calling.

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-vl",
    "messages": [
      {"role": "user", "content": "Hello"}
    ]
  }'

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

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