Mountain Frog Research

Mountain Frog Research

Analogs

Each session, the historical mornings that most resembled it at the same point on the clock — drawn as charts you can sort by eye, with what every one of them went on to do.

Matched only on what was knowable at the cutoff. The part of each chart before that moment is what the match was made on; the faded part after it is what you are being shown.

11:30 ET

Today’s analogs

For subscribers until tomorrow.

12 analogs of 967 sessions
11:30 ET

An early-high morning whose opening push has been handed back in full, with price still at the far end of that give-back as midday arrives.

What these sessions share is not how they looked at the open so much as the thoroughness of the give-back: each pushed up off the open, then surrendered that move and kept going, trading back through the opening area instead of holding above it.

12 analogs of 967 sessions
11:30 ET

A steady drive higher on light tape that has given back almost nothing, with the session high printed just before the cutoff.

The match pulled mornings that drove away from the open and were still holding near the extreme at the cutoff with a retrace far below the corpus figure for this time of day, so that shared shape is the selection, not a discovery.

12 analogs of 967 sessions
11:30 ET

An early-high morning whose sell-off has been bought back to the middle of its range on light tape.

The matcher picked sessions that set their high moments after the open, drove lower through the initial balance, and had recovered a meaningful chunk of that drive by late morning; the width of the balance is what the tool selects for, not a finding.

12 analogs of 967 sessions
11:30 ET

Mornings like 2026-09-17 at 11:30 ET

Session ATR 43.5, initial balance 0.82 ATR, RVOL 0.86, with 0.48 of the drive off the open handed back.

12 analogs of 967 sessions
11:30 ET

A quiet, narrow-balance morning that drove to a late high and has since given a good part of it back.

These are sessions that drove up off the open on lighter-than-typical participation, then spent the late morning giving part of the drive back, with the pullback into the cutoff close to the corpus norm.

12 analogs of 967 sessions
11:30 ET

A drive lower off the open that has paused and clawed back a modest share, with the bounce still sitting at its own high-water mark and participation far thinner than anything in the sample.

The cohort is mornings that set the session high at or right after the open, drove lower from there, and by late morning had retraced a moderate portion of that drive — roughly in line with the corpus, but with a bounce that had not yet extended into a full reclaim.

12 analogs of 967 sessions
11:30 ET

A morning that drove up early, gave the drive back through the open, and is now sitting partway back up inside its own range on markedly thin volume.

The cohort is mornings whose opening drive ran out, reversed through the open, and then found a bid, so that by the cutoff price had climbed back inside the drive rather than staying below it.

12 analogs of 967 sessions
11:30 ET

An early high that was given back in full through the open and has since been mostly reclaimed, on heavier-than-usual volume.

These are sessions with a wide initial balance and an early high that was fully retraced by late morning; that shape is what the match selects on, not a finding.

12 analogs of 967 sessions
11:30 ET

A morning that ran early, handed the push back wholesale, and has been rebuilding it into the late morning.

The match pulled mornings that, like today, set an early high and then gave most or the whole of that push back before the cutoff — a far deeper round trip than a corpus-typical day — so that shape is what was selected for, not something these sessions teach.

12 analogs of 967 sessions
11:30 ET

A morning spent mostly beneath the open that has worked back to a marginal high late, with very little given back since.

What these sessions share is a morning that had reached its extreme by the cutoff without surrendering much of it: the pullback from the extreme is slight next to a typical session in the corpus, and the extreme itself is still close at hand.

12 analogs of 967 sessions
11:30 ET

A quiet, top-heavy morning: the high went in early and the tape has spent the rest of the session leaking away from it, under VWAP.

What these sessions share is shape more than outcome: an early high, a late morning spent beneath it, and a downside probe once the cutoff had passed.

12 analogs of 967 sessions
11:30 ET

An unbroken morning drive that is sitting on its high as the cutoff arrives.

What these sessions share is not the wide opening range — the matcher selects for that — but how cleanly they held the morning advance: pullbacks stayed brief, price stayed pinned toward the upper part of the day, and each went on to print a fresh high after the cutoff without printing a fresh low.

12 analogs of 967 sessions
11:30 ET

An unbroken morning drive that stamped its high right at the cutoff and has held there.

What links these sessions is not their range — the match selects for that — but their posture into the cutoff: pushed up and away from the open, sitting near the highs, with much thinner pullbacks than the corpus shows by late morning.

12 analogs of 967 sessions
11:30 ET

A mid-morning high that has been leaking back into the range since, on quieter-than-typical participation.

What links these sessions is not the wide opening balance the matcher selects for, but the shape after it: a high set early, then a pullback into value that was already well advanced by the cutoff.

12 analogs of 967 sessions
11:30 ET

A morning that topped on its opening bar, sold off, and has since worked back toward the middle of the drop on unusually thin participation.

What ties these sessions together is not the size of the early range — the match selects for that — but where price stood at the cutoff: the morning drive was spent, its extreme well behind them, and a good part of that move already reversed.

12 analogs of 967 sessions
11:30 ET

A wide, orderly morning that has held near its highs since an early top.

What links these sessions is posture rather than force: these arrived at the cutoff still parked near the morning high, having given back far less of the up move than a typical session has by that hour.

12 analogs of 967 sessions
11:30 ET

A morning that made its high just before the cutoff and has been slipping since, on notably light participation.

What these sessions share is not the early range, which the matcher picks by construction, but how little of the morning advance they had surrendered by the cutoff: most were still pressed up against their highs, far tighter than a typical session at that stage.

12 analogs of 967 sessions
11:30 ET

A light-volume morning that made its push early, gave much of it back through the middle of the session, and comes into the cutoff balanced on its VWAP.

What these sessions share is the shape of a morning that peaked early and then spent the balance of it unwinding — the give-back runs deeper here than in a typical session, and most of the cohort had erased the bulk of the morning move at its worst point.

12 analogs of 967 sessions
11:30 ET

The opening push has been handed back, and the session is sitting at its most-retraced point on light participation.

What these mornings share is an early extreme and a long give-back: the high went in shortly after the bell, and the rest of the morning was spent unwinding it, leaving price deep inside the range at the cutoff — far deeper than a typical session in the corpus.

12 analogs of 967 sessions
11:30 ET

A morning that made its high at the bell and has been leaking back ever since, on thin trade.

What binds this group is not how the morning opened but how much of it came back: each had already handed back the bulk of its early move by the cutoff and was trading in the middle of the range it built, further retraced than most sessions are by late morning.

12 analogs of 967 sessions
11:30 ET

A round-trip morning — the high sits barely above the opening print, and the push off it has already been handed back.

What binds this group is a morning that settled nothing: a high close to where the day opened, then a slide that gave the move back, and each of them carried past where it began.

12 analogs of 967 sessions
11:30 ET

A late-morning high already handed back, with the day resting on its own average price.

The matched sessions share a shape rather than a size: an early push, a high posted late in the morning, and a giveback deep enough to erase most of what the push built — much further retraced than a session is at this hour.

12 analogs of 967 sessions
11:30 ET

A morning push that has been handed back in full by the cutoff, leaving price at the origin of the move rather than at the edge of the range.

What these sessions share is not how far they travelled before the cutoff but that the travel stopped counting: each drove to a morning extreme and then gave the advance back, so by late morning the day was sitting where it started instead of where it had been.

12 analogs of 967 sessions
11:30 ET

An early high, and a morning that has quietly leaked away from it ever since.

These sessions share the same skeleton: the high arrived shortly after the open, the tape stayed mostly quiet through the morning, and price slid back into the body of the range instead of pressing the extreme.

12 analogs of 967 sessions
11:30 ET

A thin, early-high fade that has already worked back onto its own average price.

These sessions share a shape rather than a size: the high arrived early, the session sold away from it, and by the cutoff price had ground most of the way back — a further-along repair than the corpus typically shows by this hour.

12 analogs of 967 sessions
11:45 ET

Mornings like 2026-08-14 at 11:45 ET

Session ATR 68.8, initial balance 0.25 ATR, RVOL 0.67, with 0.07 of the drive off the open handed back.

12 analogs of 967 sessions
11:30 ET

A mid-morning high, largely handed back, on a tape running thinner than usual.

What these sessions share is shape rather than size: the high arrived early, and by the cutoff a good part of the morning excursion had been given back, leaving price under VWAP instead of pressing the extreme.

12 analogs of 967 sessions
11:30 ET

A morning that made its high on the opening bell and has been sliding under it on a thin tape.

What ties these sessions together is a high printed early and never bettered, then a morning spent working away from it into a recovery that ran out of steam.

12 analogs of 967 sessions
11:30 ET

A quiet morning that topped at the bell and has been leaking lower ever since.

These are mornings that made their high early and then spent the rest of the session giving ground, with each bounce failing beneath the last — drifting rather than driving, and mostly quieter than the record's usual.

12 analogs of 967 sessions
11:30 ET

A morning push that topped out before midday and has since been given back, on a light tape.

These sessions share a shape rather than a direction: a move away from the open that set its extreme before the cutoff, then a give-back that had already retraced most of it by the time the clock stopped — the shape the search is selecting for, not a discovery.

12 analogs of 967 sessions
11:30 ET

A shallow-pullback morning drive that is still pressing its highs as the cutoff arrives.

What links these sessions is not how far price travelled but how little of it came back: each worked away from the open and then held, sitting near the session extreme with only a token pullback at a point in the day when the broader corpus had typically given back much more.

12 analogs of 967 sessions
11:30 ET

A round-trip morning: the high went in early and the whole push has since been handed back.

What links these sessions is not how the opening looked but what came after it — each set its high early, surrendered the entire move, and arrived at the cutoff at or near the worst of the give-back, with price under VWAP.

12 analogs of 967 sessions
11:30 ET

A morning that made its high in the opening minutes and has been leaking away from it since, beneath the volume-weighted average and on heavier trade than usual.

These are sessions that topped early, gave the opening push back, and came to the cutoff sitting closer to the low of the day than the high, with whatever bounce they had already fading.

12 analogs of 967 sessions
11:30 ET

A morning that drove off the open and has surrendered almost nothing of it into the cutoff.

What binds this cohort is not the size of the morning move but how cleanly it was held — each of these sessions came into the cutoff pressing near its high, with pullbacks shallower than a typical session has shown by that hour.

12 analogs of 967 sessions
11:30 ET

A trending morning that has kept what it took and is sitting on its high as the cutoff arrives.

What binds these sessions is not the size of the morning range — the match selects for that — but how little of it came back.

12 analogs of 967 sessions
What this is and is not. A cohort this size is for inspection, not inference — the point is to see whether mornings like this one resolved in one way or in several. The matched features have been measured against a baseline and add nothing to a forecast over price position alone, so the hit rates shown are descriptive. Read them beside the corpus rate printed next to them, never on their own.