Comet

“LLMs are black boxes. We needed a solution that allowed us to see how our models behaved, and Opik gives us the ability to understand what went wrong, and share that with the team to debug and iterate faster.”

“Comet has aided our success with ML and serves to further ML development within Zappos.”

“Comet offers the most complete experiment tracking solution on the market. It's brought significant value to our business.”

“Comet enables us to speed up research cycles and reliably reproduce and collaborate on our modeling projects. It has become an indispensable part of our ML workflow.”

“None of the other products have the simplicity, ease of use and feature set that Comet has.”

“After discovering Comet, our deep learning team's productivity went up. Comet is easy to set up and allows us to move research faster.”

“We can seamlessly compare and share experiments, debug and stop underperforming models. Comet has improved our efficiency.”

“The best experiment tracking tool. It’s been easy to setup and makes gaining insight into the model's performance much better via the Slack Connect support.”

“Exceptional for collaboration. A simple log_metric() call provides instant graphs and confusion matrices without a ton of boilerplate code.”