We Published Our DM Data. All of It.

Every Reddit tool claims its DMs "get replies". Almost none of them show numbers. So we measured 5,756 real cold DM conversations sent through OneUp Today, aged every one of them at least 7 days so the reply rates were final, and published the whole thing as a free, citable benchmarks page.

The canonical numbers, charts, methodology, and a downloadable CSV live here: Reddit DM Benchmarks 2026. This post is the short version.

The Five Findings

• The baseline is 26.6%. Across all 5,756 conversations, about 1 in 4 cold DMs got a human reply. Cold email is commonly reported at 1-5%. Context and timing are the difference: every DM went to someone who had just posted about the problem.
• Short wins by 10 points. DMs of 40 words or fewer replied at 30.6%; DMs of 50+ words replied at 20.6%. And 47% of AI-drafted DMs ran long until we added a hard validator, asking a model nicely is not enforcement.
• "Hey" beats "I saw your post" by 15 points. Casual openers replied at 32.8%. "I saw / I noticed" openers replied at 17.9%. Recipients have pattern-matched surveillance openers to bots.
• One corporate buzzword halves your odds. DMs containing any of 23 words (leverage, streamline, seamless, robust, optimize, and friends) replied at 10.4% against the 26.6% baseline. The single largest negative lever we found.
• The AI relevance score predicted nothing. Leads our old model scored 90-100 replied at 21.4%, the lowest of any band. Mean score for replied vs not replied: 66.8 vs 66.8, identical. Audience reality (2% to 53% reply rate by community) beat model confidence every time. We rebuilt our scorer as buyer-intent triage because of this chart.

Why We're Giving the Data Away

Two reasons. First, founders deserve a real benchmark: if your DMs reply below 20%, you now know it is fixable and roughly where to look. Second, honesty about what does not work (including in our own product) is rarer than another "10 growth hacks" post, and we think it earns more trust than it costs.

Everything on the page is citable under CC BY 4.0 with a link. If you write about Reddit marketing, cold outreach, or AI sales tools, take the numbers, they are yours: oneup.today/reddit-dm-benchmarks.

What We Changed Because of the Data

The findings are not decoration, they are now enforcement rules in the product: a deterministic 40-word cap and banned-word validator on every draft, openers that reference something specific instead of announcing how we found you, and per-campaign community reordering by realized reply rate instead of predicted relevance. If you want DMs that follow every rule in the study without thinking about it, that is what OneUp Today does. Pair it with the free cold DM template library to see the patterns in action.