⬆ LONG SIGNAL — LINK/USDT
Entry:$22.11
Narrative trend:+0.71 (proactive dominance)
✓ Closed +25.7% — 36h later
The Problem
By the time you read it, someone already quantified it.
By the time you read the headline, someone already quantified it. The edge isn't in the news — it's in how fast you can structure it.
◆ Without structure
You're reading headlines.
Raw news is noise. Black-box sentiment scores are opaque. Human-speed interpretation is too slow. You react — you don't lead.
◆ With Quant Lambda
News is scored and classified
Every article is evaluated for sentiment, impact strength, and temporal intent — proactive catalysts separated from reactive noise. You act on data, not gut feeling.
How It Works
From guesswork to computation.
A research-first framework that transforms unstructured market narratives into structured, testable data. Users define the "physics" of the market by adjusting multipliers for each news type.
01 · INGEST
Ingest & Score
Thousands of crypto news articles are ingested in real-time, each evaluated by AI for sentiment direction (positive/negative) and impact strength.
02 · CLASSIFY
Classify Intent
Each article is classified as Proactive (future catalyst — leads price) or Reactive (past commentary — follows price). Most tools skip this step entirely.
◆ PROACTIVE◇ REACTIVE
03 · AGGREGATE
Build Narrative Trend
Weighted aggregation across configurable coefficients produces a continuous narrative trend — a quantified measure of information pressure over time.
04 · DELIVER
Deliver via API
Structured, timestamped trend data is available via GET /api/v1/trend. Query by coin, interval (1h–1d), and date range. Plug directly into your models.
200 OK · 14ms
News Typology
Not all news is created equal.
Most systems fail to distinguish between news that predicts the future and news that describes the past. Quant Lambda separates both.
Proactive News
◆ Future-bound catalystsNews about planned actions, upcoming events, and confirmed future developments that haven't been priced in yet. These signals lead price movement.
- ETF approval filings
- Partnership confirmations
- Protocol upgrade announcements
- Regulatory proposals
Reactive News
◇ Past-bound commentaryPost-factum reports, opinions, and discussions about events that already happened. These signals follow price and confirm existing trends.
- Market crash analysis
- Earnings commentary
- Analyst upgrades / downgrades
- Regulatory response reports
Alpha Evidence
Backtested. Verified. Transparent.
18 months of historical backtesting across major cryptocurrencies using the Narrative Trend crossover model with Dynamic Weighting. Real data, no curve-fitting.
LINK/USDT+685.93%
+685.93%
LTC/USDT+430.06%
+430.06%
ADA/USDT+310.49%
+310.49%
AAVE/USDT+306.91%
+306.91%
ETH/USDT+182.52%
+182.52%
BTC/USDT+85.15%
+85.15%
Institutional Integration. Select strategies from this framework are currently deployed under NDA by institutional partners via API integration.
View Full Evidence →API playground
One endpoint. Every signal.
Configure parameters on the left — watch the response update in real time. Same endpoint powers our NDA institutional deployments.
api.quantlambda.ai/v1/trend?asset=BTC&interval=4h&type=allGET 200
{
"asset": "BTC",
"interval": "4h",
"type": "all",
"price_ref": 98421.4,
"last_updated": "2026-04-18T10:24:00Z",
"data": [
{
"t": 1776507840,
"trend": 0.114,
"proactive": 0.229,
"reactive": -0.046,
"articles": 40
},
{
"t": 1776493440,
"trend": -0.462,
"proactive": -0.174,
"reactive": -0.219,
"articles": 53
},
{
"t": 1776479040,
"trend": -0.234,
"proactive": -0.014,
"reactive": -0.15,
"articles": 66
},
{
"t": 1776464640,
"trend": 0.21,
"proactive": 0.297,
"reactive": -0.017,
"articles": 79
}
]
}Products & Pricing
Two tiers. Both punch above their weight.
From individual trader signals to institutional API integration.
For traders · most popular
Trader Signals Access
Private Telegram + full dashboard + all backtested assets.
$20/ month
No annual lock-in · cancel anytime
- Private Telegram channel with trading signals
- Full dashboard access with all timeframes
- Real-time narrative trend indicator
- Proactive / Reactive news classification
- News impact scoring and filtering
- Historical data access — up to 2 years
For funds & quant teams
Platform API Access
Structured trend data straight into your models.
$500/ month
or $5,000 / year (save 17%)
- REST API access (GET /api/v1/trend)
- Real-time trend data in JSON format
- Configurable query parameters (type, assets, interval)
- Interval flexibility: 1h to 1d
- Proactive / Reactive data filtering
- Rate-limited API keys with usage monitoring
- Integration support and consulting
What you'll receive
Signals, delivered to your private Telegram.
Real entries from our backtest archive — same engine, same methodology, same results you get as a subscriber.
⬆ LONG SIGNAL — LTC/USDT
Entry:$101.25
Narrative trend:+0.63 (proactive dominance)
✓ Closed +35.1% — 120h later
⬆ LONG SIGNAL — ETH/USDT
Entry:$1419.04
Narrative trend:+0.58 (proactive dominance)
✓ Closed +17.4% — 24h later
The Founder
Engineering DNA from high-scale systems.
Alex Senkevich
Founder of Quant Lambda · 14 years experience
RivianPlayrixSenior SWE
Quant Lambda exists because I wanted to build a system that explains markets instead of simplifying them.
Information moves markets before price does.
Quant Lambda measures it.
Start with a $20 signal subscription. Upgrade to API when you're ready to plug it into your models.