What exactly is Peaktime, and where does it come from?

Peaktime is a data-driven DJ ranking platform launched on June 18, 2026, by Ben Faricy, a data and product specialist. It lives at thedjrankings.com and updates daily, pulling 13 weighted signals from 12 industry data sources including Resident Advisor, Songkick, Beatport, 1001Tracklists, Spotify, YouTube, TikTok, Google Trends, and Wikipedia.

The platform ranks 300-plus house and house-adjacent DJs. It splits by genre (house vs. techno), surfaces a momentum category for rising artists, and offers city-specific breakdowns for Berlin, London, Amsterdam, Ibiza, and New York. There is also a value-focused filter for booking agencies.

The heaviest inputs, at 41 percent of the total weighting combined, are live booking demand and what Peaktime calls scene credibility. Scene credibility signals include Boiler Room and Cercle sets, Berghain and fabric bookings, festival closing slots, respected label associations, Ibiza residencies, and BBC Radio 1 Essential Mix placements. Streaming numbers are deliberately kept minimal to avoid the distortion that comes from marketing spend.

Why does any of this matter now?

Because the scene has been without a credible universal benchmark for nine years. Resident Advisor ran its DJ Poll from 2006 to 2016, eleven years in which it was the closest thing the underground had to an independent measure of standing. Dixon won the final edition in 2016. RA pulled the plug in November 2017, citing lack of diversity, geographic concentration, and a loss of confidence in fan voting as a meaningful metric.

Nothing stepped into that gap with any real authority. Beatport charts are gamed by promotional spend. Spotify listener counts reward crossover reach, not scene credibility. Both are legitimate business metrics for what they measure. Neither tells a booker in Berlin which artist is genuinely in demand in the rooms that matter.

That is the problem Peaktime is trying to solve.

Does the methodology hold up?

On paper, it is the most rigorous public attempt yet. The transparency is real: the weighting structure is fully published. The 41 percent allocated to booking demand and scene credibility signals a deliberate choice to anchor the ranking in what actually happens in clubs, not what happens in streaming dashboards or chart farms.

The coverage score penalty is worth noting. Any artist with less than 75 percent data coverage across the 13 signals takes a penalty of up to 20 percent on their final score. That is an honest acknowledgement of the data's own limits.

Then there is FISHER. Nineteen-point-one million monthly Spotify listeners. Ranked 7th. That number alone makes the methodology's argument better than any press release could. A ranking that puts streaming in its proper place, rather than letting it dominate, is going to produce results that look different from what casual observers expect. ANOTR and Prospa near the top, Charlotte de Witte and Peggy Gou in the mix: that is a list that reads like the actual circuit, not the algorithm.

A ranking that puts FISHER 7th despite 19.1 million Spotify listeners is making an argument about what the underground actually values.

What remains to be proven?

The platform is one day old. No major industry outlet has independently validated the methodology. The weighting structure is publicly available, which is exactly the right call, but peer review of a ranking system takes time and adoption. Faricy has made the right structural choices. The question is whether promoters, agencies, and the press will treat Peaktime as a reference or as a novelty.

The scene has been skeptical of ranking systems for good reason. Nine years of no credible benchmark have created habits. Getting industry players to actually cite this, rather than their own gut or the RA archive, is a longer road than a launch day press release can travel.