PUBLIC VIEWPOINTS

Han Wang

Co-Founder at Mintlify · Mintlify

Author of Mintlify’s announcement about fixed, result-triggered AI credit charges.

1 sources · 3 viewpoints · 1 topics

Content updated: Oct 5, 2026

Han Wang on AI products. Explore 3 viewpoints by topic, with evidence from 1 source.

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AI Pricing: Tokens, Credits or Outcomes?
Tokens tie an application’s price to model consumption; credits can package different units, so what triggers a charge matters. Tugce Erten and Sarah Wang recommend pricing the highest value layer that can be measured, attributed and defended. Mintlify kept credits but moved from token-variable charges to fixed prices for answers and document updates, with specified no-result cases free. These sources do not establish one model for every AI product.

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AI productsSep 8, 2026

Fixed credits for delivered answers and updates

Han Wang states that Mintlify charges 25 credits for an assistant answer and 250 for a document update; an inability to answer or a run finding nothing to update costs nothing.

Supporting evidence

Han Wang·Sep 8, 2026

Simpler, outcome-based AI pricing

Original excerpt

Now pricing reflects the value we visibly provide. An assistant answer is 25 credits. A docs update from an automation run costs 250. If the Assistant can't answer, or an automation determines nothing needs updating, you pay nothing.

Open original · Article paragraph 24 Original text source

Han Wang

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AI productsSep 8, 2026

Credits change from token-variable to result-triggered

Han Wang describes replacing token-variable credit charges with fixed action prices; actions that produce nothing incur no charge.

Supporting evidence

Han Wang·Sep 8, 2026

Simpler, outcome-based AI pricing

Original excerpt

Credits previously varied with the tokens used by each run. Now every action has a fixed price, and actions that produce nothing cost nothing:

Open original · Article paragraph 12 Original text source

Han Wang

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AI productsSep 8, 2026

Editor and Slack agents included in Pro and Enterprise

Han Wang states that editor agent and Slack agent usage is unlimited with Pro and Enterprise plans, while plans, included credits and the price per credit remain unchanged.

Supporting evidence

Han Wang·Sep 8, 2026

Simpler, outcome-based AI pricing

Original excerpt

We are also providing unlimited editor agent and Slack agent usage with Pro and Enterprise plans. Your plan, included credits, and the price per credit remain unchanged.