Short squeeze +478.4%
SYNUSDT
Shorts crowded a low-float name, then covered all at once: watch offers vanish as each liquidation feeds the next.
Liquidated
$1.3M
Duration
12H
Max liq
$40K
BINANCE + HYPERLIQUID MARKET MICROSTRUCTURE
Find every match.
Replay the evidence.
EdgeDepth carries Binance USDT-M and every Hyperliquid perpetual live. Describe a setup in plain English and the research engine checks it against every eligible occurrence across 660+ recorded Binance USDT-M crypto and TradFi perpetuals: the base rate, how far it drew down first, and a replay of every match. Then arm it as an alert so you know when it happens again.
33 searchable features · Every count has a denominator · Every match replayable
⌖ QUERY · ONE REAL RUN 05 JUN - 24 JUL 2026 · UTC
"open interest surges, then $5M liquidated within the hour"
176 occurrencesacross 44,277,908 eligible buckets
▸ replay any of them ▸ arm it as an alert
q#08472a2b · rerun it, the bytes match
EARLY ACCESS · BINANCE + HYPERLIQUID LIVE · 24/7 · FOUNDER PRICING AVAILABLE
MICROSTRUCTURE SEARCH · DETERMINISTIC
Every answer comes with receipts.
Describe a condition or point at a moment. EdgeDepth searches 33 features across 660+ Binance USDT-M crypto and TradFi perpetuals, returns the complete eligible count, measures what followed, and puts the matched distribution beside its baseline. Every occurrence opens in replay. Every Hyperliquid perpetual is live; its history and venue-labeled cross-exchange research are in active implementation.
33 FEATURES · 660+ BINANCE MARKETS · DIRECT · API · MCP
- + BYTE-IDENTICAL RERUNS Every result carries a reproducibility key. Share the URL and anyone can rerun the same query against the same record: same key, same bytes.
- + HONEST DENOMINATORS Every count reports the eligible population and exclusions behind it. Zero is allowed; missing data is never silently turned into zero.
- + FROM COUNT TO MARKET Every occurrence opens in tick-by-tick replay, pre-rolled 30 minutes so you can watch the setup form.
- + THE ALERT IS THE DEFINITION Turn any result into a live alert. The exact feature definition you counted is the one that fires.
Occurrences are observed examples in the selected record window, not a guarantee. Nothing here is trading advice.
THE DEFINITION - CHIPS ARE WHAT RAN TARGET RECORD_OCCURRENCES · RESEARCH_QUERY.V2
SCOPE
identity.symboleqBTCUSDTtimes.anchor_timebetween2026-07-01 → 2026-07-15
WHERE
feature.vpin≥0.50
ALL VALUES CONFIRMED - THIS EXACT QUERY RUNS. NOTHING ELSE.
9 occurrences across 20,161 eligible symbol-buckets scanned
v2 · nrm.v1 · ft.v1 · rev 9add59ad · q#cb3c91250 BUCKETS EXCLUDED - WARMUP-ABSENT FEATURES SHRINK THE DENOMINATOR, NEVER COERCED TO 0
SETUP - AS-OF ANCHOR
OUTCOMES - COMPUTED FORWARD →
ANCHOR (UTC)VPINFWD_RET_30MMFE_1HMFE_24HMAE_24HREPLAY
24H SPLIT · 6 OF 9 REACHED ≥ +1% · 4 OF 9 DREW DOWN ≤ −1% · OVER ALL
OCCURRENCES, NEVER A FILTER
⚡ ARM AS ALERT - THE SAME DEFINITION STANDS LIVE. WHAT FIRES IS WHAT YOU COUNTED.
FOR HUMANS AND THEIR AGENTS
The same deterministic engine over a REST API and MCP. Your agent grounds itself on the closed feature registry, can run occurrence scans, prevalence reads and cohort comparisons, and gets counts, coverage and a reproducibility key it can return with every answer.
> Search from your own AI agentnpx -y @edgedepth/research-mcpRUN ONE NOW
Three questions the record already answered.
PINNED RUNS · 05 JUN - 24 JUL 2026 · UTC · SAME WINDOW, SAME BYTES
How rare is truly toxic flow?
"vpin at least 0.85"
> Run this query yourself
Does the classic reversal pattern hold up?
"an hourly bullish sweep and reclaim"
> Run this query yourself
What follows extreme funding into settlement?
"funding pinned at its extreme within 15 minutes of settlement"
> Run this query yourself
Occurrences are observed examples in the scanned window, not a guarantee. Nothing here is trading advice.
ONE RECORD · FIVE WAYS TO USE IT
Live market. Searchable memory.
01
The record is already running
Binance USDT-M and Hyperliquid trades, books, BBO, liquidations and market-state changes are captured continuously. The public searchable record and replay surface are currently Binance-scoped; no local recorder is required.
02
Return to any recorded moment
Open a timestamp or archived event, then scrub backward and forward through the market tick by tick.
03
See what the candle concealed
Inspect the DOM, tape, liquidity heatmap, open interest, liquidations and order flow as they developed.
9 occurrences across 20,161 eligible symbol-buckets scanned
BTCUSDT · 2026-07-01 → 2026-07-15 · UTC OCCURRENCES PER DAY (UTC) v2 · nrm.v1 · ft.v1 · rev 9add59ad · q#cb3c9125
04
Test a setup against the full record
Describe a condition in plain English. Get the complete eligible count and forward outcomes, then open any match in tick-by-tick replay.
> Search the record
05
Decide before the outcome is revealed
Pause at important moments, answer a checkpoint or place a paper trade, then resume the recorded market.
ONE CANDLE. THOUSANDS OF MARKET EVENTS.
See what the candle removed.
This move looks simple after it has printed. Rewind it and the sequence becomes visible: liquidity shifts, the tape accelerates, positions are forced out and the market begins feeding on itself.
Pause it. Scrub backward. Watch the full state rebuild.
01Pause before the move 02Scrub any tick 03Watch the full market rebuild
Prefer raw data? Download the full tick dataset (497 MB) → REPLAY · EVAAUSDT · SHORT SQUEEZE · 08 JUL 2026 1× ▸ TRANSPORT 
NO SIGNUP
NO SIGNUP +240.8%PEAK MOVE
$1.7MLIQUIDATED
$438MVOLUME
4KEY MOMENTS
WHY FULL-MARKET REPLAY
A candle is the summary.
The sequence is what matters.
A one-minute candle compresses thousands of trades and order-book changes into four prices. It hides the sequence: buyers absorbing, bids vanishing, open interest building and liquidations accelerating.
EdgeDepth restores that sequence so you can study how the move formed, not just where it closed.
Two identical candles can be produced by completely different market behaviour.
TIME & SALES · BTCUSDT ● REPLAY · 16 JUN 03:47
PRICEQTYTIME
61534.90.35113:02:22
61534.77.36013:02:22
61534.70.20213:02:21
61534.80.20613:02:21
61533.20.32313:02:21
61534.90.56113:02:21
61533.94.70013:02:20
61533.70.59413:02:20
61533.60.42413:02:18
On a normal chart, this entire sequence becomes one red candle. In EdgeDepth, every trade and book update remains replayable.
01 · FULL-MARKET REPLAY
Right-click any recorded moment. Rebuild the market.
We continuously record 660+ recorded Binance USDT-M crypto and TradFi perpetuals, so you don't have to. Right-click any timestamp in that record and EdgeDepth rebuilds the terminal at that moment: chart, DOM, tape, heatmaps, liquidations, open interest and flow, all synchronized, from 0.1× to 4×. Hyperliquid is fully live today, and its history is now being backfilled into a full research layer.
- >Every recorded trade, order-book update and native per-symbol bookTicker change, tick by tick
- >One synchronized chart, DOM, tape and microstructure state
- >Deterministic playback: the same data rebuilds the same market
- >Nothing to set up: most tools only replay data you captured yourself, starting the day you installed them
Right-click a recorded Binance altcoin perp, jump back three weeks, and it just replays. No recorder you had to run in advance.
660+ BINANCE MARKETS · 30 DAYS · TICK BY TICK
CHART · BTCUSDT · RIGHT-CLICK ANYWHERE ● REPLAY READY
02:03:51 · 16 JUN 2026
02 · EVENT ARCHIVE
The moves worth studying, already cued up.
Browse liquidation cascades, squeezes, crashes, depegs and major market reactions. Each event opens at the relevant timestamp with its complete recorded state, ready to replay instead of hunt through historical charts.
Every archived event remains replayable beyond the rolling replay window.
Short squeeze +70.2%
TAIKOUSDT
A steady grind that flushed late shorts in waves. Study how open interest and funding built before the squeeze.
Liquidated
$2.3M
Duration
12H
When
JUL 1
Short squeeze +157.9%
LABUSDT
Aggressive buying accelerated into thin offers as short liquidations began reinforcing the move.
Liquidated
$395K
Duration
12H
Max liq
$10K
Short squeeze +100.7%
REUSDT
A 15-minute flash squeeze: the book thins out and the tape turns one-sided before price doubles.
Liquidated
$2.8M
Duration
6H 1M
Max liq
$27K
Crash −95.2%
LABUSDT
The unwind after the squeeze: bids pull and long liquidations cascade the move back down.
Liquidated
$2.6M
Duration
12H
Max liq
$25K
Liq. cascade −31.4%
KORUUSDT
A liquidation cascade in a high-priced perp, with $312K single prints as forced sellers hit a hollow book.
Liquidated
$3.5M
Duration
12H
Max liq
$312K
03 · GUIDED PRACTICE
Make the call before the market gives you the answer.
Guided lessons pause real historical replays at decisive moments. Read the tape, answer a checkpoint or place a paper trade, then resume tick by tick and review the outcome and reasoning.
- +Real recorded events, not synthetic scenarios
- +Multiple-choice observation and decision checkpoints
- +Paper trading against the recorded market
- +Annotated explanations inside the terminal
FEATURED LESSON
Anatomy of a Liquidation Cascade
Read the setup, make your decision and watch the cascade develop one tick at a time.
INTERACTIVE CHECKPOINTS REPLAY PAPER TRADING REAL MARKET DATA
COURSES · MARKET MICROSTRUCTURE GUIDED REPLAY · 0.1 TICKS
04 · LIVE ORDER FLOW
Study it in replay. Read it live.
EdgeDepth is also a live order-flow terminal for Binance USDT-M and Hyperliquid. The chart, DOM, tape, heatmaps, liquidation data, open interest and flow metrics use the same visual language across both venues.
- +660+ Binance USDT-M crypto and TradFi perpetuals, plus every Hyperliquid perpetual
- +native-rate per-symbol Binance bookTicker plus sub-second per-coin Hyperliquid BBO: every received best-bid and best-ask price and quantity change, preserved per symbol
- +DOM, time and sales, footprint, TPO and VPVR
- +Ultra-high-definition order-book and liquidation heatmaps with real-time follow mode
- +Large-trade and forced-liquidation bubbles sized by notional
- +Coverage-labeled Hyperliquid levels from real open positions
- +Open interest, funding and VPIN
- +C++ and WebGL performance at up to 180 FPS
Research a setup across the record, study it tick by tick and use the same workspace when it appears live.
Hyperliquid history is being backfilled into a full venue-specific research layer with the same integrity, coverage and reproducibility gates as Binance. Cross-exchange research is in active implementation, with venue-labeled populations before any Binance and Hyperliquid comparison is allowed.
Open the live terminal - free → NO CARD · NO INSTALLATION
TERMINAL · BTC/USDT · 5M · LIVE 180 FPS · 5.7MS
MARKET RESEARCH, COMPARED
One chart is an example. A denominator is evidence.
Manual review is useful for inspection, but it cannot show the complete population or what happened across the full matched set. EdgeDepth searches the versioned record first, then lets you replay every match.
MANUAL CHART REVIEW
Finds examples one at a time. Useful for inspection, but it cannot show the complete population or the setups you missed.
EdgeDepth vs TradingView → LOCAL SESSION RECORDING
Replays only the sessions your desktop captured. It cannot search market history that was never recorded locally.
EdgeDepth vs Bookmap → EDGEDEPTH
Searches every eligible bucket in the supported record, reports the full matched set and forward outcomes, then opens any match in synchronized replay.
All comparisons → Find every match. Keep the denominator. Replay the evidence.
Why we built it We got tired of tools that sell predictions with no receipts, and of guessing from a single chart example. EdgeDepth is the opposite: describe a setup, get every occurrence with its denominator, then replay any of them.
The thesis, and who runs it →PRICING
The live terminal is free. Pro unlocks the record.
Free $0/forever
Binance + every Hyperliquid perp live
Yesterday replay: 6 majors · 24H
Free lessons + public events
$20/mo $29/mo
Billed yearly at $240 · save $108/year · ₿ $216/yr
Billed monthly · cancel anytime · ₿ $26.10/mo
30-day Binance replay: all 660+ pairs, up to 4×
Full event archive + lesson catalog
Scanner · alerts · paper trading
$49/mo $69/mo
Billed yearly at $588 · ₿ $529.20/yr
Billed monthly · ₿ $62.10/mo
Market microstructure search engine
300 record scans/mo · reports + CSV
Direct · REST API · MCP for agents
No auto-charge on Bitcoin · cancel anytime on card · credits are never lost
FAQ
Plain answers.
How research, replay, API access and market coverage work. The long tail lives on the FAQ page.
What is EdgeDepth?
EdgeDepth is a browser-based market microstructure platform. The live terminal covers 660+ Binance USDT-M crypto and TradFi perpetuals, plus every Hyperliquid perpetual with trades, order books, native-rate per-symbol Binance bookTicker plus sub-second per-coin Hyperliquid BBO, ultra-high-definition depth heatmaps and liquidation intelligence.
Search the current 660+ recorded Binance USDT-M crypto and TradFi perpetuals record for every eligible occurrence of a condition, inspect forward outcome distributions and matched-vs-baseline cohorts, then open any result in tick replay. Use the search engine directly, through the REST API, or from Claude, Cursor, Codex and other AI agents over MCP.
Hyperliquid history is being backfilled into a full venue-specific research layer with the same integrity, coverage and reproducibility gates as Binance. Cross-exchange research is in active implementation, with venue-labeled populations before any Binance and Hyperliquid comparison is allowed. The same platform also provides live monitoring, permanent event archives, guided lessons and replay paper trading.
What does 'research with receipts' mean?
Every research answer identifies the exact versioned question, feature library, dataset revision and canonical query hash that produced it. It also carries the covered population, exclusions, eligible and absent counts, and forward-outcome completeness instead of presenting a bare percentage.
In plain English: you can see what was asked, what data was eligible, what was missing, how many examples were found, what followed over the complete matched set, and which exact record state can reproduce the answer. The same key over the same record returns the same bytes. Each occurrence can then open its source moment in tick-by-tick replay.
Does it run in my browser?
Yes. The engine is C++ compiled to WebAssembly, rendering through WebGL2. No install, no download, and the free tier needs no card.
What does replay actually replay?
Replay currently reconstructs the complete recorded Binance market state: individual trades, full-depth order-book updates, native per-symbol bookTicker changes, DOM, liquidity heatmaps, liquidations, open interest and the analytical views shown by the terminal.
Playback is deterministic, so the same recorded input rebuilds the same market sequence every time. Hyperliquid is live across the terminal, while its history is being backfilled into the full research layer as a separate active rollout.
How is this different from candle replay?
Candle replay reconstructs bars from historical prices. EdgeDepth reconstructs the underlying market sequence that produced those bars, including trades, order-book changes, liquidity, liquidations and open interest.
Is this financial advice?
No. EdgeDepth is market data and education. Nothing on this site or in the product is a recommendation to buy or sell anything, and no result is promised. Perpetual futures are leveraged instruments and involve substantial risk of loss.
Is EdgeDepth finished? What does early access mean?
The EARLY ACCESS label means the product is real and usable today - the deterministic research engine, public API, read-only MCP server, live terminal, 30-day tick replay and event archive are live - while the product surface is still being polished and expanded.
It does not mean the recorded market data is experimental: capture is lossless, replays are deterministic, and archived events remain replayable. Founder pricing is available during this stage; subscribe during early access and keep the rate while your subscription remains active.
Stop guessing from examples.
Search the full record.
Describe the setup once. Get the complete matched set, its eligible baseline, and a replay link for every result.