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  3. Claude plan API value
SemiAnalysis@SemiAnalysis_ · Oct 5, 2026 · Grouped bar chart

Claude plan API value

SemiAnalysis's grouped bar chart drew 185.6K views on X: 3.6x its typical post and #6 of 33 SemiAnalysis charts we track by views. Read Oct 10, 2026.

It doesn't make sense to say a subscription plan is worth $ X in isolation.

Posted on X by @SemiAnalysis_ (SemiAnalysis), Oct 5, 2026. Source: x.com · See its data

Why it spread

It spread because an independent author posted a grouped bar chart showing Claude plan value varies by model and mode, which earned 671 likes, 67 reposts, 32 quotes, 376 saves, and 185,648 views, with a quote rate in the top quarter and source reach in the top quarter.

What worked

  • The post text frames subscriptions as monthly payments granting credits, where each model and token type combo consumes a different amount, making the chart feel like a necessary tool rather than a standalone graphic.
  • The grouped bar chart directly compares Claude plan value across models and modes, which matches the post's argument that value cannot be judged in isolation.
  • The chart is branded, shows a source line, and is highly self labelling, so viewers can understand it quickly and trust where it came from.

What to borrow

We could use the same grouped bar form to show how our own product's value changes across different usage modes, and pair it with a short framing post that explains why a single headline number is misleading.

Careful

Do not copy the exact credit framing or assume the same results apply to our audience, and do not over-read the quote rate or source reach as proof that the chart design alone caused the spread.

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

Make it yours

Your numbers, in this grouped bar chart.

Starts from the real numbers of "The same $200 Claude plan is worth $2.5K to $12.5K in API value" by SemiAnalysis. 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 364923e39ca6.

PathReturnsPlan
GET/api/v1/charts/364923e39ca6Title, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/364923e39ca6/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/364923e39ca6/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/364923e39ca6/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 SemiAnalysis's "Claude plan API value" chart travel?

185,648 views, 671 likes, 67 reposts and 376 saves on X, read Oct 10, 2026. A normal post from @SemiAnalysis_ gets about 52.2K views.

What kind of chart is it?

A grouped bar chart. Claude plan value varies by model and mode.

Can I use SemiAnalysis's chart?

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