Live signals — updated every 5 minutes

Your competitors are trading on microstructure signals you can't see.

Algoindex distils billions of raw microstructure data points into one thing you can act on: a composite sentiment signal. 104 labelled features including VPIN, Kyle's Lambda, Order Flow Imbalance, and 19 advanced microstructure indicators — updated every 5 minutes across 25+ instruments. Because reading candlesticks in 2026 is like navigating by the stars when GPS exists.

ALGOINDEX · MICROSTRUCTURE ANALYTICS
LIVE STREAM
BTC-USDT
+0.052%
97,412.30
RSI (14)
52.78
NEUTRAL
MACD HIST
0.000042
BULLISH
ADX (14)
20.48
EMERGING
Z-SCORE
0.826
NORMAL
COMPOSITE SENTIMENT
STRONG SELL SELL NEUTRAL BUY STRONG BUY
NEUTRAL
12 SIGNALS
VPIN
0.847
HIGH TOXICITY
KYLE'S λ
0.00012
LOW IMPACT
ORDER FLOW
-0.041
SELL FLOW
FRAGILITY
0.384
STABLE
0
Data Points Processed
And counting
19
Microstructure Features
Academic-grade implementations
104
Labelled Features
Per instrument / 5min
25+
Live Instruments
BTC, ETH, SOL, XRP…
<100ms
Signal Latency
Scales with bandwidth
12
Composite Signals
One sentiment score
The Problem

The average quant desk spends
6-9 months building data infra
before writing a single signal.

That is senior engineering talent burning runway on plumbing, not alpha. Algoindex is the off-the-shelf alternative.

Volume Is Not a Signal

Raw volume treats a $10M institutional sweep the same as 10,000 retail market orders. Without order flow decomposition, you're mistaking noise for information.

No Microstructure Intelligence

Commercial feeds deliver raw OHLCV. Building VPIN, Kyle's Lambda, Order Flow Imbalance, Fragility Index, and Variance Ratio requires deep academic knowledge and months of engineering.

No ML-Ready Feature Pipeline

Building 104 derived features requires months of feature engineering. Training ML models requires labelled, structured data that raw feeds simply do not provide.

No Real-Time Signal Dashboard

Even with data, teams need a Bloomberg-style terminal showing live sentiment, microstructure health, and composite signals. Building this from scratch doubles the timeline.

Algoindex eliminates all of this.

Open your browser, check the composite sentiment, and know the microstructure state of 25+ instruments. No engineering required. No months of feature development. Just signals, updated every 5 minutes.

Professional and Enterprise clients get API access and full historical feature vectors for model training — the same labelled datasets our own signals are built on.

5 min
Signal Refresh
104
ML Features
12
Signal Composite
1
Sentiment Score
Market Microstructure

The institutional edge
you can't build in a weekend.

19 advanced microstructure features, computed every 5 minutes from raw trade data. Academic-grade implementations of Kyle (1985), Easley et al. (2012), Roll (1984), Amihud (2002), and Hasbrouck (1993). Each one updated in real-time on the analytics dashboard.
VPIN
0.847
HIGH TOXIC
KYLE'S λ
0.00012
LOW IMPACT
ORDER FLOW
-0.041
SELL FLOW
FRAGILITY IDX
0.384
STABLE
ROLL SPREAD
4.718
NORMAL
VARIANCE RATIO
0.616
MEAN REV
LIQUIDITY
0.046
THIN
VOL SKEW
1.359
SYMMETRIC
TOXIC/INFORMED
0.198
CLEAN

Beyond OHLCV — The Hidden Market State

Every 5-minute bar, Algoindex computes the full market microstructure state. These aren't lagging indicators — they measure the structural health of the market: who's trading, how efficiently price moves, and where fragility hides.

Academic-Grade Implementations

Each feature is derived from peer-reviewed research, not ad-hoc heuristics. VPIN detects informed trading via volume-synchronised buckets. Kyle's Lambda measures price impact per unit volume. The Fragility Index combines illiquidity and volatility z-scores to warn of amplification risk.

VPIN Kyle's λ OFI Fragility Roll Spread Variance Ratio Amihud Liquidity Score Vol Skew Pin Risk Vol-Price Coupling Toxic/Informed Impact Asymmetry Volume Clock C-S Spread Eff. Spread Trade Imbalance Flow Toxicity OFI Normalized

One Click to Full History

Click any feature on the dashboard to see a full 7-day chart with price overlay, statistical summary, and academic description. Every indicator includes its citation, rolling window, and interpretation guide.

Integration — Professional & Enterprise

pip install, import, trade.

Two lines to authenticate. One line to know more about the market than everyone else in the room.
Get 104 features in 3 lines
your_edge.py
from algoindex import Client
client = Client("your-api-key")
# 7 days of microstructure intelligence
# while your competitor is still parsing raw JSON
df = client.features(
symbol="BTC-USDT",
interval="5min",
days=7
)
print(df.columns.tolist()[:6])
# ['vpin', 'kyle_lambda', 'ofi',
# 'fragility_idx', 'roll_spread', 'rsi_14']
# That's it. You now have what a 5-person
# quant team builds in 9 months.
Know before the candle closes
early_warning.py
import asyncio
from algoindex import Client
client = Client("your-api-key")
async for update in client.stream("BTC-USDT"):
# This fires while everyone else is
# still staring at a candlestick chart
if update.vpin > 0.8:
print("⚠ Toxic flow detected")
if update.fragility > 2.0:
print("⚠ Market fragile — reduce exposure")
if update.sentiment == "STRONG SELL":
print("🔴 12/12 signals bearish. Act.")
terminal — what just happened
$ python quick_check.py
BTC-USDT │ Sentiment: SELL │ VPIN: 0.847 │ Fragility: 2.34 │ ⚠ toxic flow
ETH-USDT │ Sentiment: NEUTRAL │ VPIN: 0.412 │ Fragility: 0.89 │ ✓ clean
SOL-USDT │ Sentiment: BUY │ VPIN: 0.298 │ Fragility: 0.44 │ ✓ clean
XRP-USDT │ Sentiment: SELL │ VPIN: 0.761 │ Fragility: 1.98 │ ⚠ elevated
25 instruments scanned in 0.04s
104 features per instrument
Last update: 12ms ago
# Your morning briefing. Before coffee.
Live Coverage

25+ instruments. Continuous ingestion.
Zero data gaps.

Every instrument is monitored continuously — order book depth, individual trades, funding rates, and instrument metadata. Features are recomputed every 5 minutes. If something moves, we see it.
INSTRUMENTDATA POINTSTRADESSTATUS
ETHUSDT6,648,8181,151,333LIVE
XBTUSDT6,482,518922,238LIVE
PEPEUSDT6,164,960778,001LIVE
SOLUSDT6,216,250719,724LIVE
XRPUSDT6,151,422672,684LIVE
DOGEUSDT5,523,795189,213LIVE
ADAUSDT5,637,176295,496LIVE
BNBUSDT5,461,282105,262LIVE

Production-Verified Scale

1 billion+ data points processed and counting. Running continuously with near-perfect uptime. Coverage scales on demand — add instruments without performance degradation.

Depth Beyond Price

We don't just watch the tape. Full order book depth, individual trade decomposition, funding rates, and cross-instrument correlation. This is the raw material that feeds 104 features and 19 microstructure indicators every 5 minutes.

Your Signals, Always Fresh

Sub-100ms signal latency. Decreases with allocated bandwidth. The dashboard and API always reflect the most current market microstructure state.

Performance

Built for the speed
institutional desks demand.

Latency scales with bandwidth. Coverage scales on demand. You worry about trading decisions — we worry about everything else.
<100ms
Signal Latency
Market event to dashboard signal. Decreases with allocated bandwidth.
5 min
Full Recompute
Every feature, every instrument, every 5 minutes. No stale data.
99.99%
Uptime Target
Redundant architecture. Automatic recovery. Zero gaps in production history.
Scalability
Add instruments on demand. Coverage grows without performance degradation.

Enterprise-Grade Reliability

Hundreds of millions of data points are processed daily across every covered instrument. Redundant architecture, automatic recovery, and continuous validation ensure zero data gaps — even during exchange-level disruptions and high-volatility windows.

One Product, Three Access Levels

Standard clients see signals in the browser. Professional clients stream them via API. Enterprise clients get full historical feature vectors for research and model training. Same intelligence, different consumption.

Who This Is For

Built for professionals who
measure edge in basis points.

Algoindex is not a retail product. It is infrastructure for teams that take microstructure data seriously.
Systematic Trading Desks
Build and backtest quantitative strategies with full microstructure context. 104 labelled features feed directly into XGBoost, LightGBM, or PyTorch pipelines. Walk-forward validation prevents overfitting.
Signal generation from labelled features
Market Makers
VPIN detects toxic flow. Kyle's Lambda measures depth. Roll Spread estimates bid-ask cost. Composite sentiment scores inform dynamic spread management. Sub-100ms data freshness keeps you ahead.
Real-time microstructure intelligence
Quantitative Researchers
104 labelled features per instrument per 5-minute bar. Plug directly into scikit-learn, XGBoost, PyTorch, or any ML training pipeline. Enterprise clients get full historical feature vectors with stateless computation and zero look-ahead bias.
Training-ready feature vectors
Access Tiers

One intelligence platform.
Three ways to consume it.

Every tier delivers the same underlying intelligence — composite sentiment and microstructure signals derived from billions of data points. You choose how you access it.
Standard
Dashboard Access
For portfolio managers and traders who want microstructure intelligence in their browser. No code required.
  • Full analytics dashboard
  • Composite sentiment gauge
  • 19 microstructure indicators
  • 104 features visualised
  • 7-day feature history + charts
  • 25+ instruments
  • Documentation + email support
  • API access
  • Historical data export
Request Access
Enterprise
Dashboard + API + Data
For quant research teams that need full historical feature vectors for model training.
  • Everything in Professional
  • Full historical data export
  • ML-ready feature vectors
  • Unlimited instruments
  • Custom feature development
  • Dedicated account manager
  • Priority support (4h SLA)
Contact Sales
Pricing is tailored to your requirements. Academic, fund-of-one, and multi-year discounts available.
Swiss-incorporated (ETIX, Zurich)
IP-protected under Swiss law
Production-verified since 2024
1 billion+ data points processed

Stop guessing the market.
Start reading it.

Request access to the analytics dashboard or schedule a live walkthrough of the signal engine.

  • Detailed technical brief tailored to your use case
  • Live walkthrough of the analytics dashboard and signal engine
  • Sample feature documentation and signal methodology
  • Custom onboarding plan based on your tier
  • No-obligation pricing based on your requirements
Request Access
Onboarding limited to 3 new clients per quarter to ensure service quality.
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