Comethttps://comet.com/

Your landing page’s weakest score is Mobile web.

How Comet ranks

  1. 1.MLflow74
  2. 2.mlop70
  3. 3.ClearML70
  4. 4.Comet69
  5. 5.Weights & Biases65
  6. 6.DVC (Iterative)55
Fix Mobile web
69Growth scoreupdated

category scores

Mobile web54CTA62
category scoresShowHide
Mobile web54CTA62

Mobile web

54Fair

The phone experience as a first-class citizen.

Mobile web annotations on the mobile capture123
  1. Hero without CTA — No tappable button anywhere in the first viewport — 'Get Demo' and 'Try Opik Free' are hidden in the hamburger.
  2. Two-line promo banner — The Claude Code announcement wraps to two lines and eats the top of the fold without serving the primary conversion goal.
  3. Cropped Netflix logo — The logo carousel clips 'NETFLIX' at the left edge, making the trust strip look broken on the phone.

CTA

62Fair

Copy, size, verb, cost-feel — does the primary CTA earn the click?

Comet
mlop
MLflow
Weights & Biases
ClearML

Problems

  • demo ask feels sales-heavy
  • free option demoted to ghost button
  • no CTA in hero body
  • no CTA visible on mobile fold

Information hierarchy

68Fair

Does the design help or inhibit what the page is trying to say?

Comet desktop capture for Information hierarchy

What works

What to improve

Value props

78Fair

Title, subtitle, hero — do they sell the product's true value?

Comet’s headlineThe Fastest Path to Agents That WorkOpik connects observability to action, automatically turning trace data and eval results into code fixes. Your agent keeps evolving and doesn't make the same mistake twice.

Working

Could improve

Trust

82Strong

Proof that the product is real, competent, and safe to try.

Comet desktop capture for Trust

How Comet compares

Trust read