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  3. Model performance vs tokens
Cursor@cursor_ai · Mar 12, 2026 · Scatter plot

Model performance vs tokens

Cursor's scatter plot drew 637K views on X: 8.4x its typical post and #8 of 22 Cursor charts we track by views. Read Oct 10, 2026.

We're sharing a new method for scoring models on agentic coding tasks.

Posted on X by @cursor_ai (Cursor), Mar 12, 2026. Source: x.com · See its data

Why it spread

The post spread because it paired a launch moment with a scatter chart showing model performance declining as token usage decreases, drawing 2,857 likes, 252 reposts, 129 quotes, 903 saves, and 636,951 views, which is 3.3x the account's typical likes of 858.

What worked

  • The scatter chart made a tradeoff visible at a glance, showing model performance declining as token usage decreases.
  • The post framed the chart as a new method for scoring models on agentic coding tasks, giving viewers a reason to save and share it beyond the visual itself.
  • The combination of many quotes and launch timing turned the chart into a discussion starter, with 129 quotes and 252 reposts amplifying reach to 636,951 views.

What to borrow

We could use a scatter chart to show a tradeoff in our own data, pair it with a clear launch or method framing, and let the chart carry the main claim while the text explains why the comparison matters.

Careful

Do not over-read the chart as proofagy of a universal rule, since it only shows one account's comparison at one point in time, and do not assume the same format will spread without the launch timing and quote-driven discussion.

Written by our analysis model from the measured numbers above, not by Cursor.

Make it yours

Your numbers, the bar chart way.

Starts from the real numbers of "Performance on CursorBench" by Cursor. 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 82269490074a.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.37 of 1), so check the original before you quote a number. The API marks it lowConfidence, and ?min_confidence=0.5 leaves it out.

PathReturnsPlan
GET/api/v1/charts/82269490074aTitle, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/82269490074a/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/82269490074a/render?view=1The draw-only view this page usesOpen
POST/mcpTool get_chart_data with this id, for Claude, Cursor and other agentsMax
curlMax
curl -s https://viral-chart.com/api/v1/charts/82269490074a/data \
  -H "Authorization: Bearer $VIRALCHART_KEY"
Claude CodeMax
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 Cursor's "Model performance vs tokens" chart travel?

636,951 views, 2,857 likes, 252 reposts and 903 saves on X, read Oct 10, 2026. A normal post from @cursor_ai gets about 75.6K views.

What kind of chart is it?

A scatter plot. Model performance declines as token usage decreases.

Can I use Cursor's chart?

Use the format, not the picture. The chart, logo and design belong to Cursor. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.