FrontierMath model benchmarks
Epoch AI's benchmark bar chart drew 122K views on X: 1.8x its typical post and #33 of 97 Epoch AI charts we track by views. Read Oct 10, 2026.
GPT-5.4 set a new record on FrontierMath, our benchmark of extremely challenging math problems! We had pre-release access to evaluate the model. On Tiers 1-3, GPT-5.4 Pro scored 50%. On Tier 4 it scored 38%.
Why it spread
The post spread because it announced a new record on FrontierMath with launch timing and an independent author, earning 881 likes, 104 reposts, 29 quotes, 141 saves, and 122,023 views, far above the account's typical 114 likes.
What worked
- The chart clearly shows GPT-5.4 setting a new record on FrontierMath, which is a strong, specific claim that invites sharing.
- The post text highlights pre-release access and gives exact scores on Tiers 1-3 and Tier 4, adding credibility and detail.
- The design is branded and includes a source line, while the account's top quarter source reach and above average quote rate helped amplify the post.
What to borrow
We could use a similar benchmark bar chart to announce our own record or milestone, with a clear headline, exact scores, and a source line, timed to a launch moment.
Careful
Do not over-read the success as purely due to the chart; the launch timing and independent author were main reasons, and the account's typical likes were much lower, so results may not replicate without those factors.
Written by our analysis model from the measured numbers above, not by Epoch AI.
Make it yours
Your numbers, in this benchmark bar chart.
Starts from the real numbers of "GPT-5.4 set a new record on FrontierMath" by Epoch AI. 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 ec9b0fb9751e.
Approximate values. Our two readings of this chart agreed only in part (confidence 0.30 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/ec9b0fb9751e | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/ec9b0fb9751e/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/ec9b0fb9751e/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/ec9b0fb9751e/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 Epoch AI's "FrontierMath model benchmarks" chart travel?
122,023 views, 881 likes, 104 reposts and 141 saves on X, read Oct 10, 2026. A normal post from @EpochAIResearch gets about 68.2K views.
What kind of chart is it?
A benchmark bar chart. GPT-5.4 sets new record on FrontierMath.
Can I use Epoch AI's chart?
Use the format, not the picture. The chart, logo and design belong to Epoch AI. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.