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- Agentic Benchmarks vs previous Mistral coding models
Agentic Benchmarks vs previous Mistral coding models
Mistral Medium 3.1 leads agentic coding benchmarks
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 b3ecc5e9fa09.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/b3ecc5e9fa09 | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/b3ecc5e9fa09/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/b3ecc5e9fa09/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/b3ecc5e9fa09/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.
Chart data
The numbers behind it
4 points. Estimated from the image We hold a look-alike replica of it (score 8.3 of 10) and a way to make one with your own numbers.
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Questions people ask
Where does this chart come from?
Mistral AI published it on Jul 15, 2026 on Hugging Face (huggingface.co). We keep it here, with the publisher and date credited as text, so you can study it without leaving.
Can I make a chart like this?
Use the format, not the picture. Open its data page and use Make one like this: it starts from this chart's numbers and takes yours.