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Arena@arena · Oct 2, 2026 · Benchmark bar chart

Text-to-image leaderboard ranks

Arena's benchmark bar chart drew 21.1K views on X: 2.7x its typical post and #79 of 89 Arena charts we track by views. Read Oct 10, 2026.

How to design rewards for post-training frontier image models?

Posted on X by @arena (Arena), Oct 2, 2026. Source: x.com · See its data

Why it spread

The post spread because it explained itself clearly and drew many quotes, reaching 21,110 views and 158 likes, which is 7.9x the account's typical 20 likes, with 13 reposts, 8 quotes and 32 saves.

What worked

  • The chart is a benchmark-bars form that shows custom recipes boosting model Elo ranks, so the takeaway is visible without extra reading.
  • Self-labelling is high and a source line is shown, which makes the claim easy to trust and repeat.
  • The post text frames a real tension, that human preference reward is necessary but insufficient, which invites discussion and quoting.

What to borrow

We can pair our own benchmark-bars chart with a short, plainly stated tension in the text and clear labels plus a source line, so viewers grasp the point and quote it.

Careful

Do not over-read the quote rate or source reach, since the quote rate sits in the top quarter but source reach sits in the bottom quarter, and do not assume the same lift will repeat.

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

Make it yours

We have not read this chart's numbers yet

All chart data

Its own maker appears here once its numbers are read. Until then, these are other real charts in a similar format: each data page starts from that chart's numbers and takes yours.

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 f9dd5a7e9c7c.

PathReturnsPlan
GET/api/v1/charts/f9dd5a7e9c7cTitle, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/f9dd5a7e9c7c/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/f9dd5a7e9c7c/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/f9dd5a7e9c7c/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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Other giants using a benchmark bar chart

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Questions people ask

How far did Arena's "Text-to-image leaderboard ranks" chart travel?

21,110 views, 158 likes, 13 reposts and 32 saves on X, read Oct 10, 2026. A normal post from @arena gets about 7.9K views.

What kind of chart is it?

A benchmark bar chart. Custom recipes boost model Elo ranks.

Can I use Arena's chart?

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