F24 SALES Tested with real API requests

F24 SALES / MODEL

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InclusionAI🇨🇳

Ling 3.0 Flash Fin

InclusionAI's finance specialist is designed to read financial documents, reconcile reporting periods and work with spreadsheet calculations. It builds on Ling 3.0 Flash for evidence-based research, valuation and multi-step analysis.

CONTEXT256K
MAX OUTPUT32K
LAST SCAN08 Nov 2026
🏆First observed free at Kilo, Nous Portal, OpenRouter on .
Reasoning Open weights Text

Free aggregator routes

These are the aggregator routes recorded in the current or last published catalog. Each route keeps its exact model ID and thinking information.

Limits above: Kilo. Available gateway routes are listed below.

Kilo
Info
Thinking
Supported
Model ID · Kilo APIinclusionai/ling-3.0-flash-fin:free
Nous Portal
Info
Thinking
Supported
Control
Can be toggled
Default
Enabled
Model ID · Nous Portal APIinclusionai/ling-3.0-flash-fin:free
OpenRouter
Info
Thinking
Supported
Control
Can be toggled
Default
Enabled
Model ID · OpenRouter APIinclusionai/ling-3.0-flash-fin:free
GMI Cloud
Info
Thinking
Not documented
Model ID · GMI Cloud APIinclusionAI/Ling-3.0-flash-fin
Max output here
Not documented

Model sources

Use it through LiteLLM

Import the current LiteLLM-compatible YAML and use the exact model ID shown above. The catalog is generated from the same reviewed scan data as the download.

Download LiteLLM YAML

Sources & references