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Stellar Network Analytics

Real-time blockchain metrics, token analytics, and smart contract insights for the Stellar network.

Introduction

Stellar Network Analytics provides a comprehensive, real-time view of the Stellar blockchain. Monitor ledger sequences, transaction throughput, token activity, and Soroban smart contract interactions—all without requiring authentication.

Network

Ledgers, TPS, fees

Tokens

Volume, whales, risk

Contracts

Soroban activity

Real-Time

30-60s refresh

No Authentication Required

All analytics pages are publicly accessible. No API key or account needed to view real-time network data.

Dashboard Overview

The Analytics dashboard at /analytics provides a high-level view of Stellar network health and activity.

Key Metrics

Current Ledger

Latest ledger sequence number and protocol version. Updates every ~5 seconds as new ledgers close.

Transactions (24h)

Estimated total transactions in the last 24 hours, extrapolated from recent ledger data.

Success Rate

Percentage of transactions that completed successfully. High rates indicate network health.

Average Fee

Average transaction fee in stroops. Includes P95 percentile for fee estimation.

Historical Charts

Two side-by-side area charts visualize trends over your selected time range:

Transaction Volume

Number of transactions per time bucket (hourly, 4-hour, or daily)

Success Rate

Transaction success percentage over time

Time Ranges

Use the time range selector to view data across different periods. Each range uses appropriate data aggregation for optimal visualization.

Range	Data Points	Bucket Size	Cache TTL
24h	~25 points	Hourly	30 seconds
7d	~43 points	4-hour	5 minutes
30d	~20 points	Daily	10 minutes

Note

The 30-day range shows approximately 19 days of data, limited by the available Horizon ledger history.

Network Metrics

Detailed ledger and transaction analysis available at /analytics/network.

Current Ledger Information

{
  "ledger": {
    "sequence": 61234567,           // Current ledger number
    "closedAt": "2026-02-13T10:30:22Z",  // When this ledger closed
    "protocolVersion": 25           // Stellar protocol version
  }
}

Transaction Metrics

Metric	Description	Calculation
Transactions (24h)	Estimated 24-hour transaction count	`sample_txs × (86400 / sample_timespan)`
TPS	Transactions per second	`txs_last_10_ledgers / timespan_seconds`
Success Rate	Percentage of successful transactions	`successful_txs / total_txs × 100`
Average Fee	Mean base fee across ledgers	`sum(base_fees) / ledger_count`

Fee Statistics

Current Fee

Base fee from the latest ledger in stroops

Average (24h)

Mean fee calculated from sample ledgers

P95 Percentile

95th percentile fee for estimation

Token Analytics

Token velocity, whale tracking, and issuer risk analysis at /analytics/tokens.

Velocity Metrics

Payments (24h)

Total XLM payment operations, extrapolated from sample data

Volume (24h)

Total XLM transferred across all payments

Avg Payment Size

Mean transaction amount in XLM

Top Tokens by Volume

Shows the top 5 assets by 24-hour trading volume, including:

Token Code: Asset code (e.g., USDC, yXLM)
Issuer: Truncated issuer address
24h Volume: Total volume in XLM
Payment Count: Number of payments involving this asset

Whale Tracking

Top XLM Holders (>1M XLM)

Accounts holding more than 1 million XLM

Columns: Address, Balance (XLM), Last Activity

Recent Large Movements (>100K XLM)

Transfers exceeding 100,000 XLM

Columns: From, To, Amount (XLM), Time

Issuer Risk Analysis

Evaluates token issuer trustworthiness based on account flags:

Risk Level	Criteria	Meaning
Low	Flags immutable OR no special flags	Issuer cannot change permissions
Medium	Authorization required only	Issuer must approve trustlines
High	Clawback OR revocable enabled	Issuer can freeze/reclaim assets

Risk Factors Evaluated

authRequired

authRevocable

authClawback

authImmutable

Smart Contracts (Soroban)

Soroban smart contract activity and gas usage metrics at /analytics/contracts.

Activity Metrics

Invocations (24h)

Total contract invocations, extrapolated from sample

Success Rate

Percentage of successful contract calls

Avg Gas Fee

Mean gas fee (displayed in stroops or XLM)

Gas Usage & Fee Percentiles

Fee statistics from the Soroban RPC with percentile breakdowns:

Mode

Most common fee

P50

Median fee

P95

95th percentile

P99

99th percentile

Top Contracts

Most active contracts ranked by invocation count:

Contract ID: Truncated contract address
Invocations (24h): Extrapolated call count
Last Activity: Time since last invocation

Recent Events

Latest contract events from the network:

{
  "events": [
    {
      "contractId": "CABC...XYZ",    // Contract address
      "type": "ContractEvent",       // Event type
      "ledger": 61234567,            // Ledger sequence
      "timestamp": "5m ago",         // Relative time
      "txHash": "abc123...def"       // Transaction hash
    }
  ]
}

Understanding Stroops

Stroops are the smallest unit of currency on the Stellar network, similar to how satoshis are to Bitcoin or wei is to Ethereum.

1 XLM = 10,000,000 stroops

One XLM equals ten million stroops (10⁷)

Why Stroops?

Precision

Stroops allow for highly precise transactions. The smallest possible payment on Stellar is 0.0000001 XLM (1 stroop).

Integer Math

Using integers avoids floating-point precision issues that can cause rounding errors in financial calculations.

Low Fees

The base transaction fee is typically 100 stroops (0.00001 XLM), making Stellar extremely cost-effective.

Conversion Examples

Stroops	XLM	Common Use
1	0.0000001 XLM	Minimum unit
100	0.00001 XLM	Base transaction fee
10,000	0.001 XLM	Small micro-payment
1,000,000	0.1 XLM	Small transfer
10,000,000	1 XLM	Standard unit
100,000,000	10 XLM	Typical payment

Conversion Formulas

// Stroops to XLM
const xlm = stroops / 10_000_000;

// XLM to Stroops
const stroops = xlm * 10_000_000;

// Examples:
100 stroops → 0.00001 XLM
1 XLM → 10,000,000 stroops

Display Format in Analytics

Our analytics use smart formatting based on context:

Network Fees

Always displayed in stroops (e.g., "100 stroops")

Token Volumes

Always displayed in XLM with 2 decimal places (e.g., "1,234,567.89 XLM")

Contract Gas Fees

Smart display: stroops for small amounts, XLM for amounts ≥10,000,000 stroops

Origin of the Name

The term "stroop" is named after the astronomical unit "parsec" spelled backwards (sort of). It's a playful nod to Stellar's space-themed naming conventions, where lumens (XLM) refer to units of light.

API Reference

GET/api/analytics/network

Network metrics including ledger info, transactions, and fees

Query Parameters:range=24h|7d|30d

GET/api/analytics/tokens

Token velocity, whale tracking, and issuer risk analysis

Query Parameters:range=24h|7d|30d

GET/api/analytics/contracts

Soroban contract activity, gas usage, and events

Query Parameters:range=24h|7d|30d

Response Example (Network)

{
  "ledger": {
    "sequence": 61234567,
    "closedAt": "2026-02-13T10:30:22Z",
    "protocolVersion": 25
  },
  "transactions": {
    "last24h": 4500000,
    "tps": 52.13,
    "successRate": 99.2
  },
  "fees": {
    "current": 100,
    "avg24h": 100,
    "percentile95": 7500
  },
  "history": [
    {
      "timestamp": "2026-02-12T05:00:00.000Z",
      "transactions": 180000,
      "successRate": 99.1
    }
  ],
  "updatedAt": "2026-02-13T10:30:30.000Z"
}

Data Sources

All analytics data is sourced from the Stellar network infrastructure:

Stellar Horizon API

Provides ledgers, transactions, operations, effects, and account data. Used for all network and token analytics.

Soroban RPC

Provides smart contract data including events, fee statistics, and contract state. Used for contract analytics.

Redis Cache

All API responses are cached with time-based expiration (30s to 10min) to ensure fast response times and reduce load on data sources.

Data Refresh Rates

Section	Auto-Refresh
Network Overview	Every 30 seconds
Network Metrics	Every 30 seconds
Token Analytics	Every 60 seconds
Contract Analytics	Every 60 seconds

Explore Analytics

Ready to dive into Stellar network data? Access our real-time analytics dashboard.

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