Institutional Sandbox — Evaluation Environment
The sandbox runs on the same 11μs pipeline as production. Rate limits are throttled during evaluation — production institutional accounts operate at 2,000 req/min. Enterprise custom agreements unlock 5,000+ req/min with no fixed ceiling for strategic partners.
Interactive Simulation
Select a real-world anomaly scenario and run the simulation. Watch both paths execute in parallel — the same event, two completely different outcomes.
Traditional Path
Manual review · Human discretion
Elapsed
—
ZeroLabMatrix Path
Oracle validation · Deterministic execution
Elapsed
—
Sandbox Environment — Check Feed Freshness Below
Upstream market data may be STALE or OFFLINE. Aged Tokyo pills are never labeled real-time. After generating a key, inspect _meta.freshness in the Live API Response.
The sandbox throttles at 200 req/min to prevent abuse during evaluation. Production institutional accounts operate at 2,000 req/min. Rate limits are independent of whether the upstream Tokyo market feed is currently LIVE.
Max req/min (sandbox)
200
Conservative by design — production is 10×
Session duration
24–48h keys
Temporary evaluation keys; regenerate anytime
Symbols available
Upstream-dependent
Only pairs the Tokyo feed currently supplies
Signal generation
6–12 μs
Claimed radar engine speed — before the network
HTTP/WS delivery
ms · region
Physics of the internet — universal constraint
Data freshness
Feed-dependent
LIVE / STALE / OFFLINE via API _meta.freshness
Enterprise Custom
Up to 5,000+ req/min
Top 20 VIP partners — negotiated bilaterally. No published ceiling.
Latency distinction: 6–12 μs is the signal generation speed inside the radar engine — before the network. HTTP/WebSocket delivery to your client adds milliseconds, varying by region. For quant desks working on proprietary metrics, backtesting and research, the value is in signal quality — not transport latency.
Self-Service Access
Instantly generate a sandbox API key with a 24 or 48-hour expiry. No registration required. Rate limited to 200 req/min — same pipeline as production, conservative throttle during evaluation.
cURL
curl -X GET "https://zerolabmatrix.com/api/v1/pillola" \ -H "X-API-Key: zlm_sandbox_<your_key>" \ -H "Accept: application/json"
Python
import requests
API_KEY = "zlm_sandbox_<your_key>"
ENDPOINT = "https://zerolabmatrix.com/api/v1/pillola"
response = requests.get(
ENDPOINT,
headers={"X-API-Key": API_KEY}
)
data = response.json()
print(data)Sandbox keys are single-use evaluation tokens. They expire automatically and cannot be renewed — generate a new key at any time. Production API keys are issued upon institutional subscription activation. Apply for institutional access →
Rate Limit Architecture
Tier limits are enforced per API key at the ingress layer — zero latency overhead on enforcement.
| Tier | Rate Limit | Data Fields | Latency | SLA | Status |
|---|---|---|---|---|---|
| Basic | 60 req/min | 6 core fields | < 50ms | Best effort | RETAIL |
| Pro | 300 req/min | 10 fields | < 20ms | 99.5% | PRO |
| Institutional | 2,000 req/min | 16 full fields | 11 μs | 99.9% | INSTITUTIONAL |
| Enterprise Custom | 5,000+ req/min | 16 full fields + custom | 11 μs | Bilateral SLA | ENTERPRISE |
Enterprise Custom Tier
ZeroLabMatrix reserves a dedicated allocation for top strategic partners. Custom rate limits from 3,000 to 5,000+ req/min are negotiated bilaterally — no published ceiling, no shared pool. Each enterprise key has its own isolated rate window and dedicated SLA.
Min enterprise rate
3,000 req/min
Max documented
5,000+ req/min
Active VIP slots
Up to 20
SLA type
Bilateral
Illustrative Schema — Not Live Data
Shape of a sandbox response from GET /api/v1/pillola. Generate a key above to see the actual live JSON. Fields may be null when the upstream feed does not supply them. Requesting ?symbol= that the feed cannot serve returns HTTP 409.
{
"id": "…",
"symbol": "TIAUSDC",
"timestamp": "ISO-8601 from upstream feed",
"confidence": 53.0,
"market_state": "STATO_MORTO",
"gross_spread_percent": 0.13,
"latency_edge_us": null,
"book_toxicity": null,
"iceberg_count": null,
"jitter_status": null,
"bestia": null,
"net_profit_percent": null,
"_meta": {
"tier": "sandbox",
"freshness": "STALE | LIVE | OFFLINE",
"source": "tokyo",
"feed_health": { "age_seconds": "…", "market_timestamp": "…" },
"sandbox": true,
"api_version": "2.1"
}
}