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- AI benchmark performance and cost
AI benchmark performance and cost
Artificial Analysis's benchmark bar chart drew 37.7K views on X: 3.3x @artificialanlys's median post and #595 of 1,162 AI chart posts we hold by views. Read Oct 10, 2026.
Restricting offensive without blocking defensive is difficult, as finding and proving a vulnerability requires the same steps whether the goal is to exploit it or patch it
Why it spread
This chart post spread because it landed on a hot topic that week and benefited from launch timing, reaching 37,372 views with 363 likes, 20 reposts, 9 quotes and 73 saves, far above the account's typical 16 likes.
What worked
- The post tied the chart to a timely and contested idea, that restricting offensive work without blocking defensive work is hard because finding and proving a vulnerability takes the same steps whether the goal is to exploit or to patch.
- The chart itself was a branded benchmark bar chart showing that AI models vary in success rates and cost per task, which made a complex comparison easy to scan.
- The account is in the top quarter for source reach, so the post had an existing audience ready to carry it, and the medium design polish and medium self labelling kept it credible without looking overproduced.
What to borrow
We could pair one of our own benchmark bar charts with a sharp, timely claim from our data, keep the branding visible, and label the chart clearly enough that viewers understand the comparison at a glance.
Careful
Do not over-read the spread as proof that the chart design alone drove it, since the main reasons were a hot topic that week and launch timing, and the quote rate was below average, so the conversation was not especially deep.
Written by our analysis model from the measured numbers above, not by Artificial Analysis.
Make it yours
Your numbers, in this benchmark bar chart.
Starts from the real numbers of "CyberGym-E2E-AA" by Artificial Analysis. Replace every number with yours before you post. Make one like this, step by step
Free pictures carry a small "Made with ViralChart" line. That line is how other people find us.
API · Max
Use this chart via API
On the Max plan you can pull this chart's numbers with the provenance of each one, as JSON or CSV, with its redraw spec, or call it from an agent over MCP. Chart id 35773827499a.
Approximate values. Our two readings of this chart agreed only in part (confidence 0.46 of 1), so check the original before you quote a number. The API marks it lowConfidence, and ?min_confidence=0.5 leaves it out.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/35773827499a | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/35773827499a/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/35773827499a/render?view=1 | The draw-only view this page uses | Open |
| POST | /mcp | Tool get_chart_data with this id, for Claude, Cursor and other agents | Max |
curl -s https://viral-chart.com/api/v1/charts/35773827499a/data \
-H "Authorization: Bearer $VIRALCHART_KEY"claude mcp add --transport http viralchart https://viral-chart.com/mcp \
--header "Authorization: Bearer $VIRALCHART_KEY"60 requests a minute per key; over that you get 429 with Retry-After. Up to 5 keys per account, made on your account page and shown once. Without Max, the data route answers 402 with a link to the plans. The numbers describe a chart its publisher owns, and every file carries a license note.
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Questions people ask
How far did Artificial Analysis's "AI benchmark performance and cost" chart travel?
37,372 views, 363 likes, 20 reposts and 73 saves on X, read Oct 10, 2026. A normal post from @ArtificialAnlys gets about 54.2K views.
What kind of chart is it?
A benchmark bar chart. AI models vary in success rates and cost per task.
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.