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- AI model token usage
AI model token usage
Artificial Analysis's stacked bar chart drew 3.5K views on X: 0.1x its typical post and #171 of 202 Artificial Analysis charts we track by views. Read Oct 20, 2026.
Total Tokens per Task measures the model's input, reasoning and output tokens
Why it spread
It spread mainly because it landed at launch timing and drew on a big source audience, and the post made the token comparison concrete by citing 157k tokens per task versus 299k, a 47% reduction, and 164k tokens, a 45% reduction.
What worked
- The post states the measured token numbers directly in the text, so readers get the comparison without needing to decode the chart.
- The framing pairs each tool variant with its baseline and a percentage reduction, which makes the efficiency claim easy to repeat.
- The chart type is a stacked bar showing token usage per task across models and tools, which fits a part to whole comparison and keeps the message simple.
What to borrow
We could use the same before and after framing with our own data, pairing each variant against its baseline and stating the absolute numbers plus the reduction in words, while keeping the stacked bar form for part to whole comparisons.
Careful
Do not over-read the spread as proof of chart quality, since the main reasons were launch timing and a big source, and the post had only 5 likes, no reposts, no quotes and no saves against 3,536 views.
Written by our analysis model from the measured numbers above, not by Artificial Analysis.
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API
Not in the API yet
We have not read this chart's numbers yet, so the API has nothing to return for it. Charts with numbers read are on the data page, and each one can be called by id.
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Questions people ask
How far did Artificial Analysis's "AI model token usage" chart travel?
3,536 views, 5 likes, 0 reposts and 0 saves on X, read Oct 20, 2026. A normal post from @ArtificialAnlys gets about 32.6K views.
What kind of chart is it?
A stacked bar chart. Token usage per task varies across models and tools.
Can I use Artificial Analysis's chart?
Use the format, not the picture. The chart, logo and design belong to Artificial Analysis. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.