One engine. Three surfaces. Mixgraph scores transitions across six dimensions — harmony, rhythm, energy, texture, mood, and vocal compatibility — and applies the same scoring to your weekly Discovery pack, the sets you build, and your real-time picks in the booth. You stay in control — Mixgraph suggests, you choose.
The scoring system explained below powers three different moments in your DJ week. Same engine, same Chemistry signals — applied to different problems.
Sunday morning. New tracks scored against your taste cluster.
Mid-week. Plan a set visually, see every transition's chemistry.
Show day. Real-time next-track picks shaped by your intent.
The steps below describe the engine itself. Everything Mixgraph surfaces — whether in your Sunday pack, your set planner, or in the booth — runs through the same scoring path.
Everything starts with the track you're playing (or the last track in your flow). Mixgraph reads the key details that matter for mixing:
Audio features are computed on the most energetic section of the track, not averaged across the full duration — so they reflect what the track actually sounds like when you're mixing it. If anything is missing, Mixgraph still works — it just leans more on the signals that are available.
Mixing isn't one-size-fits-all. A “good” next track depends on what you're trying to do to the room.
That's why Mixgraph lets you choose an intent:
Keep energy and vibe steady
Increase intensity without breaking flow
Ease energy down smoothly
Allow bolder moves and controlled curveballs
Intent doesn't force a result — it simply biases suggestions toward the kind of transition you're aiming for.
Rather than searching the entire catalogue blindly, Mixgraph narrows down to a shortlist of tracks that are likely to work.
It looks for:
This keeps suggestions relevant and makes Live Mode feel instant.
Each candidate gets a Chemistry score that reflects how likely it is to transition well. Chemistry is a weighted mix of signals that mirrors how DJs actually think when choosing the next track.
How well the keys match (Camelot wheel logic). Perfect matches score highest, but Mixgraph also supports tasteful key moves.
How close the BPMs are — and how realistic the adjustment is for your selected intent.
Whether the energy change matches what you asked for (Maintain / Ramp Up / Cool Down / Surprise).
Whether the groove and floor energy stay consistent across the transition.
Whether the emotional tone (brighter vs darker) shifts smoothly or creates deliberate contrast.
Whether vocal elements complement or clash. Flags overlapping vocals or speech sections.
Whether the sonic character matches — brightness, bass weight, drive, and warmth. Applied as a modifier to the overall score.
Different intents weight these slightly differently — for example, “Maintain” tends to be stricter, while “Surprise” allows more contrast.
Not every great transition is “safe” — sometimes the best moments come from bold choices.
That's why Mixgraph also labels suggestions by risk:
This isn't judgement — it's context, so you can decide quickly in the moment.
Alongside the score, Mixgraph can provide short, practical notes like:
These are designed to support learning (especially for beginners) without telling you how to DJ.
When DJs rate transitions, Mixgraph learns what works in practice and uses that signal to refine future suggestions over time.
This keeps Mixgraph grounded in:
Mixgraph is designed to make your decisions clearer — not to replace them.
If you ever want to go off-script, you should. That's DJing.
Mixgraph just helps you get there faster.