Plotly Technologies Inc.

But it enables you to bring together the entire ecosystem of web libraries, like Leaflet for Maps, D3 or Vega for visualizations.

Plotly or high charts.

A lot of these things can just be brought together very effortlessly and even built using with no programming.

So let me show you this video.

Just for a bit of context for all our chat today, our core stack is primarily for the data team, primarily on Snowflake, on AWS.

We use DBT for data transformations, and we actually have an in-house custom-built Python dashboard suite using Plotly's Dash open source.

So all of our dashboards are in code, and then more recently, a lot of our workflows happen through Claude.

So as a team, I'm the principal data engineer.

And so we're also just verifying that the build process we're using is doing what we expect for the benchmark.

So this repository, which you can access, the link will be in the show notes, includes the benchmark code, the workflow, and there's also a visualization dashboard with Plotly for exploring the results.

So what were the results? Well, some interesting stuff, I think, in here.

We're not going to go through it in painstaking detail, but let's start with our image sizes.

That speed is practically unheard of for complex agentic workloads.

It completely dominated the independent Plotly analytics benchmark recently.

It answered a highly complex task in 12 seconds flat.

it beat 28 different models to take the top spot.

Let's do a heat map real quick.

I would like you to create for me a Plotly heat map that lets me visualize the single point mutations for both activity and chirality.

Let's use Marimo's ability to put dropdowns and interactive dropdowns so I can select whether I want chirality or select if I want activity.

And so the x-axis is position.

It also finds the model very verbose.

A developer at Plotly ran the company's data analysis benchmark and found that GPT-6 Luna did a bit better, at about 30% of the cost.

Other developers on Hacker News say Haiku 5.5 is clearly smarter, and they plan to switch to it.

On the consumer side, OpenAI says ChatGPT has more than 1.2 billion weekly users.