NinA Benchmarks
AI models compared on the work businesses actually do.
we keep adding new ones
Most benchmarks are written for researchers: cryptic names, scores without context. We test models on real-world tasks and show the outcome in a way you can use. Which model fits which work, and what does it cost?
These are the first. We keep adding new benchmarks, and the latest models as soon as they are released.
01Benchmark · updated 1 October 2026
What do you get for your money?
How capable a model is, set against what one task costs on average.
How to read it
- The higher the dot, the better the model performs.
- The further left, the cheaper per task.
- Top left is best: a lot of quality for little money.
- Drag a box across the chart to zoom in.
What it means for you
The most expensive model is not always the best. For tasks you run thousands of times a month, a model that is almost as good at a fraction of the price saves more than the quality gap is worth.
02Benchmark · updated 1 October 2026
Automation Benchmark
How well a model automates a business workflow.
How to read it
- Each bar is the average score of one model.
- Higher is better.
- Point at a bar for the details.
What it means for you
A model at the top of a general ranking is not automatically at the top here. Which model works best depends on the work you give it. That is why we choose per use case.
03Benchmark · updated 1 October 2026
AA-Briefcase Benchmark
Models compared head to head on business tasks, expressed as an ELO score.
How to read it
- ELO works like a chess rating: models are compared against each other again and again, and whoever wins more often rises.
- Higher is better.
- Point at a bar for the upper and lower bound. If two models overlap, they are practically equally good.
What it means for you
Small score differences say little. Look at the margins: when two models are close, price, speed and where your data is stored decide.
Next
A benchmark does not choose a model for you. We do.
Which model is best depends on your work, your data and what it may cost per month. In an AI Partnership we choose per use case, and switch when a better model comes out.
More on how we approach that: the AI Partnership.
Which model fits you?
Let us compare them on your work.
A 15-minute intro call. Afterwards you know which models and which approach fit your processes.
- 160+ organizations
- Sessions rated 9.3
- Amsterdam
