Tunenomics writes AI cost research into articles, with complete data archived in each article.
01Whether the content can be cited by the generative engine depends on whether it is easy to excerpt: one question and one answer, one sentence of conclusion into independent paragraphs, numbers with source and date.
02What determines whether you can let users receive notifications is whether they have subscribed, not whether they have paid attention. These two actions are already two different things in the platform rules.
03Using the bills exported by your own background, you can draw conclusions about where the costs are concentrated and how much you spend repeatedly, and you can check it yourself. But there are some conclusions that it cannot give, and we will clearly write "This section cannot be calculated."
04When the platform bills in points instead of amounts, there is no direct comparison between the two bills. This article explains the three difficulties and how to calculate the parts that can be calculated.
05Not every job requires the most expensive model. Stratification is the most effective step, but downgrading must be accompanied by acceptance criteria.
06There is a piece of content in the multi-round dialogue that needs to be read again every round. It doesn’t get diluted as the conversation gets longer and is the most overlooked piece of the bill.
07Once the front changes, everything behind will become invalid. This is the opposite of "repeated content is remembered", and it is also the easiest cost pit to avoid.
08If repeated content is "remembered", it will be much cheaper to read it again than the first time; whether you remember it or not depends on where you put it.
09Ratio is ratio, and money is "quantity × unit price". Using a ratio to judge whether it is expensive or not is going in the wrong direction.
10The decrease in unit price does not mean the decrease in total cost. This article breaks down the three most vulnerable parts of the price cut and gives you ways to check them yourself.
In addition to public insights, we also do exclusive research for your business.
Actual measurement of reservation cost