Benchmarks AI

Smarter decisions start with better comparisons

Benchmarks AI matches your people, teams, and organization to peers who work like them—so you can surface opportunities, focus your efforts, and improve performance at every level.

Give your data context—and your team direction

Benchmarks AI takes your existing productivity data and compares it to matched peer groups based on real work patterns.

That means no more flying blind, overanalyzing raw dashboards, or guessing what “good” looks like. Just clear, AI-matched insights to help you focus where it matters most.

Built on the world's most robust productivity dataset

Benchmarks AI is based on aggregated, anonymized data from:

250,000+

Users

12,000+

Organizations

33

Industries

See where you stand across key productivity metrics

Compare performance at the user, team, or company level across:

Total Hours Worked

Total tracked time spent actively working during the day—including all app, web, and task activity.

Productive Time

Time spent on apps and websites categorized as productive based on your organization’s settings.

Time on Collaboration, AI, and Task Tools

Breakdown of time spent using communication tools, AI platforms, and task/project management software.

Idle Time & Unusual Activity

Flags extended periods of inactivity or behaviors that may indicate inconsistent or irregular work patterns.

Share of Active vs. Passive Time

Compares how much time is spent actively using the keyboard or mouse versus time spent passively (e.g., reading or on calls).

Each metric is mapped across performance bands (top 25%, middle 50%, bottom 25%)

Easily spot patterns worth scaling—or gaps worth addressing.

Turn insights into action

Make faster, more confident decisions

Use benchmark insights to validate your instincts or surface new opportunities for resource planning, team support, or process optimization.

Identify top performers and scale what’s working

Spot which teams, roles, or workflows are outperforming peers and set them as the standard.

Uncover inefficiencies early

Get ahead of underperformance with external context—without micromanaging or over-reporting.

Support strategic planning

From quarterly reviews to resourcing to vendor decisions, Benchmarks AI helps leadership plan with clarity and confidence.

Anonymized. Aggregated. Private by design.

Benchmarks AI is built from fully anonymized data across more than 250,000 users and more than 12,000 organizations. Nothing identifiable is ever shared, stored, or exposed.