MODELS / INCLUSIONAI

Ling 3.0 Flash Sante

Ling-3.0-Flash-Sante is inclusionAI’s language model specialized for health and medicine, built on a Mixture-of-Experts architecture with 124 billion total parameters and approximately 5.1 billion active per token. With a 256K context window and function calling, it supports…

TEXTREASONINGREASONINGTOOL-USEIMPLICIT-CACHING
256K
CONTEXT WINDOW
32K
MAX OUTPUT TOKENS
$0.075
INPUT PRICE / 1M TOKENS
$0.22
OUTPUT PRICE / 1M TOKENS
QUICKSTART

Call it in one request.

OpenAI-compatible: change the base URL, and the setup is complete.

curl https://enterprise.blackbox.ai/v1/chat/completions \
  -H "Authorization: Bearer $BLACKBOX_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "blackboxai/inclusionai/ling-3.0-flash-sante",
    "messages": [{ "role": "user", "content": "Hello!" }],
    "stream": true
  }'
SPECIFICATIONS

The full spec sheet.

Context, pricing, modalities, routing, and deployment: everything Ling 3.0 Flash Sante supports, in one table.

MODEL ID
blackboxai/inclusionai/ling-3.0-flash-sante
DEVELOPED BY
Inclusionai
MODEL TYPE
Text
RELEASED
Sep 4, 2026
CONTEXT WINDOW
256K
MAX OUTPUT TOKENS
32K
INPUT MODALITIES
text
OUTPUT MODALITIES
text
INPUT PRICE
$0.075 / 1M tokens
OUTPUT PRICE
$0.22 / 1M tokens
CACHE READ
$0.015 / 1M tokens
REASONING
Supported
DATA RETENTION
Standard retention
DEDICATED DEPLOYMENT
Not available (closed-weight model)
SUPPORTED PARAMETERS
max_tokenstemperaturestoptoolstool_choicereasoninginclude_reasoning