inclusionAI: Ling 3.0 Flash Fin — pricing & benchmarks

By inclusionai · Updated 2026-10-06 · cheap high-volumestep-by-step reasoning

What inclusionAI: Ling 3.0 Flash Fin is used for

inclusionAI: Ling 3.0 Flash Fin is best suited for cheap high-volume, step-by-step reasoning. Access it through one Appmo API key alongside 458 other models — Appmo's optimizer can route to it automatically when it is the best value for a request.

What people are saying (last 30 days)

Not enough posts yet to judge community sentiment. 1 Hacker News stories (1 points). How we measure this.

• Ant Group releases finance-focused Ling-3.0-flash-Fin — Hacker News, 1 pts, 0 comments

Use it via the Appmo API (OpenAI-compatible)

curl https://appmo.com/v1/chat/completions \
  -H "Authorization: Bearer $APPMO_KEY" \
  -d '{"model":"inclusionai/ling-3.0-flash-fin","messages":[{"role":"user","content":"Hello"}]}'

FAQ

How much does inclusionAI: Ling 3.0 Flash Fin cost?
inclusionAI: Ling 3.0 Flash Fin costs $0.042 per 1M input tokens and $0.1232 per 1M output tokens ($0.062 blended), as of 2026-10-06. Prices are expected to fall as competition increases.

What is inclusionAI: Ling 3.0 Flash Fin best for?
inclusionAI: Ling 3.0 Flash Fin is best suited for cheap high-volume, step-by-step reasoning.

How do I use inclusionAI: Ling 3.0 Flash Fin?
Send requests to Appmo's OpenAI-compatible endpoint with model id "inclusionai/ling-3.0-flash-fin" and one API key — no separate provider account needed.

Is inclusionAI: Ling 3.0 Flash Fin open source?
We have no record of public weights for inclusionAI: Ling 3.0 Flash Fin; treat it as a closed model available only through its provider's API.

Can inclusionAI: Ling 3.0 Flash Fin create images?
No, inclusionAI: Ling 3.0 Flash Fin works with text.