Confluence — Quant vs Sentiment vs Crowd
The /confluence endpoint fuses the Kronos model's directional forecast with independent external signals — social sentiment from Gate.io MCP (bullish/bearish/neutral) and the quant-vs-crowd composite — into a simple AGREE/CONFLICT/NEUTRAL tag per signal plus an overall confluence score. It's lightweight: it reuses cached sentiment (60s TTL) and cached consensus, so there's no fresh GPU inference.
Endpoint
GET /api/feeds/kronos/confluence/:symbolKey?days=30Parameters
| Param | Type | Required | Description |
|---|---|---|---|
symbolKey | path | Yes | Asset symbol, e.g. btc_usdt, eth_usdt |
days | query | No | Crowd lookback window in days (default: 30, max: 365) |
Pricing
$0.01 per request (payment after delivery).
Example request
curl -H "X-PAYMENT: <x402-payment-header>" \
"https://kronos.seshat.markets/api/feeds/kronos/confluence/btc_usdt?days=30"Example response (truncated)
{
"symbol": "btc_usdt",
"quant": "AGREE",
"sentiment": "BULLISH",
"crowd": "AGREE",
"confluence": "AGREE",
"score": 0.82,
"details": {
"quant_direction": "up",
"sentiment_label": "BULLISH",
"sentiment_score": 0.71,
"crowd_signal": "AGREE",
"crowd_agreement_rate": 0.64
}
}Use cases
Triple Confirmation Trading
When quant, sentiment, and crowd all say AGREE with score: 0.82, that's a triple-confirmed signal. These are the highest-conviction setups — size up with confidence.
Conflict Detection
When confluence: "CONFLICT", the three signals disagree. Don't trade — the market is sending mixed signals. Wait for confluence to resolve back to AGREE or NEUTRAL.
Sentiment vs Quant Divergence
If quant says AGREE but sentiment is BEARISH, social sentiment is fighting the model. Check if news catalysts justify the divergence — if not, trust the quant model.
Multi-Asset Confluence Screen
Call /confluence for BTC, ETH, and SOL. Only trade assets where score > 0.70. Filter out conflicted assets and build a portfolio of high-confluence signals only.
Frequently asked questions
What is a crypto signal confluence API?
How do I detect conflicting crypto trading signals?
confluence field. When it returns "CONFLICT", the three signals disagree — don't trade. When it returns "AGREE" with score > 0.70, all signals are aligned and it's a high-conviction setup.