Lightning Network Payment Analytics Tools Compared

Lightning Network Analytics Platforms

Running a profitable routing node on the Lightning Network requires visibility into channel balances, fee markets, routing success rates, and peer quality. A growing set of analytics platforms serves this need, each with a different focus: some emphasize network exploration, others provide liquidity marketplaces, and a few specialize in routing profitability optimization.

The table below summarizes the major Lightning analytics tools available to node operators and network researchers. Each platform is covered in detail throughout this guide.

Amboss: Network Explorer and Magma Marketplace

Amboss is the most feature-rich Lightning analytics platform, combining a network explorer with the Magma peer-to-peer liquidity marketplace. Node operators can look up any public node to see its capacity, channel count, uptime history, and Amboss Score: a proprietary ranking based on connectivity, capacity, uptime, and channel management quality.

Magma is what sets Amboss apart from pure explorers. It allows operators to buy and sell inbound liquidity by leasing channels. Sellers list channels at preset sizes (typically 0.5M to 5M sats), and buyers pay a one-time lease premium. Seller yields generally range from 1-4% APR, with larger channels (above 1 BTC) clustering around 2.6% APR. Magma v2 added AI-powered matching to pair buyers with optimal sellers. This solves one of the core bootstrapping problems for new routing nodes: acquiring inbound liquidity without relying on organic channel opens.

Amboss also offers Reflex, a compliance monitoring layer for Lightning operations that includes counterparty risk analysis and risk signal alerts. For enterprise operators concerned with travel rule compliance, this is the only Lightning-native compliance tool available.

The free tier covers basic node lookups, health checks, and Telegram notifications with 7 days of historical data. The Node Runner plan ($4/month) adds email notifications, custom profiles, and standard Magma priority. Builder ($12/month) includes webhook notifications, 3 months of historical data, and fee distribution reports. Operator ($42/month) unlocks 3 years of historical data and commercial API access via the GraphQL endpoint at api.amboss.space/graphql.

Mempool.space Lightning Dashboard

Mempool.space, best known as an open-source Bitcoin mempool visualizer, includes a comprehensive Lightning Network dashboard added in its v2.5 release. It displays network-wide statistics (total capacity, node count, channel count), geographic distribution of nodes by ISP and hosting provider, Tor vs. clearnet distribution, and historical growth charts. A unique feature is ISP concentration analysis, showing how much Lightning capacity is hosted by each provider.

Unlike Amboss, Mempool.space does not provide a proprietary node scoring system or liquidity marketplace. Its strength is data transparency: the entire platform is open source (AGPL-3.0), self-hostable on hardware from a Raspberry Pi to production clusters, and maintained by a well-funded team. The REST API is publicly documented, requires no API key, and supports WebSocket connections for live updates. For operators who want to verify data independently rather than relying on a third-party scoring algorithm, Mempool.space is the most trustworthy option.

1ML: Legacy Network Explorer

1ML was one of the earliest Lightning Network explorers and remains operational, though development has slowed compared to Amboss and Mempool.space. It provides node lookups, channel statistics, and a ranking system that scores nodes from 0 to 100 based on capacity, channel count, age, growth, and availability. It also includes a network visualization tool and testnet explorer.

A notable limitation is data completeness: 1ML's reported network statistics are significantly lower than those from Mempool.space because it only tracks nodes visible from its own vantage point on the gossip network. Operators who relied on 1ML as their primary analytics tool have largely migrated to Amboss or Mempool.space for more comprehensive data coverage.

LN+: Community-Driven Liquidity Swaps

LN+ (Lightning Network Plus) takes a different approach to liquidity by facilitating coordinated channel opens between multiple node operators. Rather than buying liquidity from a marketplace, participants join swap groups where each member opens a channel to the next, forming a ring.

In a triangle swap, three operators (A, B, C) each open a channel to the next: A to B, B to C, C to A. Each participant both gives and receives inbound liquidity at zero premium cost, paying only the on-chain transaction fee for the channel open. Ring swaps scale this to four or more participants. The platform also supports dual-funded channels for two-party balanced opens.

LN+ includes a metals-based reputation tier system (from Aluminium to Iridium) that assesses each node's utility to the network, plus community features like direct messaging between operators, Watch Swaps (mutual watchtower arrangements at no cost), and educational courses through Layers Academy. The Pro membership (200 sats/day) adds priority placement in the node explorer, the ability to restrict swaps to "Prime" nodes (10+ positive reviews, 90%+ rating), and early API access.

Terminal: Lightning Labs Node Management

Terminal is Lightning Labs' integrated node management suite, bundled as Lightning Terminal (litd). It combines a web dashboard with three key services: Loop (submarine swaps for moving funds between on-chain and off-chain), Pool (auction-based liquidity marketplace), and Faraday (channel analytics and accounting). Remote access uses Lightning Node Connect (LNC) for end-to-end encrypted browser-to-node connections.

The Terminal Score evaluates nodes across four dimensions: Peers Quality (whether channels have sufficient liquidity to route), Centrality (in-betweenness centrality measuring how many payment routes traverse the node), Inbound Liquidity (classified into tiers from "Hard to Reach" to "Easy to Reach"), and Capacity & Age (total public channel capacity and longevity). Nodes must pass six health checks, including a 99.9% uptime requirement, to qualify for ranking. The Autofees feature enables automated fee management based on channel balance and flow data.

Terminal is tightly coupled to LND: it does not support Core Lightning or other implementations. For LND operators, this integration is an advantage: Loop and Pool are accessible directly from the dashboard without switching tools. The tradeoff is vendor lock-in. Pool marketplace activity has declined significantly, and operators running Core Lightning or Eclair cannot use Terminal at all.

LNRouter: Routing-Focused Analytics

LNRouter specializes in routing economics with an interactive graph visualization that lets operators filter nodes and channels by fees, channel count, scores, and size. Its core tools include a shortest-path calculator for finding optimal routes between nodes, a network probing tool that reveals actual fee structures, and a channel recommender (currently in preview) for improving routing performance.

A unique feature is the Terminal Score Debugger, which dissects Lightning Labs' Terminal Score heuristics and shows operators exactly how their node is evaluated. For operators whose primary goal is maximizing routing fee revenue, LNRouter provides more routing-specific data than general-purpose explorers. Network scans run approximately monthly, so operators should cross-reference with real-time sources for time-sensitive fee decisions.

Pricing Comparison

Analytics costs can add up for routing node operators using multiple platforms. The following table breaks down pricing tiers across all major tools.

Feature Comparison by Use Case

Different tools serve different operational needs. The following table maps common routing node tasks to the platforms best suited for each.

The Routing Node Operator Stack

No single tool covers every aspect of Lightning node operations. Most successful routing node operators combine three to four tools into a working stack. A typical setup:

• Amboss or Mempool.space for network exploration and peer research
• LN+ for bootstrapping channels through coordinated swaps
• Terminal (litd) or RTL/ThunderHub for day-to-day node management
• charge-lnd or CLBoss for automated fee policy management
• BOS CLI for rebalancing and accounting

CLI tools like Balance of Satoshis (BOS) and charge-lnd fill a gap that web-based analytics platforms do not: automated, rule-based fee adjustments that respond to channel flow in real time. charge-lnd lets operators define fee policies based on channel balance ratios, routing volume, and peer attributes via cron or systemd, then applies those policies automatically. CLBoss provides similar automation for Core Lightning nodes with fully autonomous channel, fee, and rebalancing management.

For a deeper look at Lightning routing economics, see our research on Lightning Network routing and the routing fee comparison tool.

Data Freshness and Reliability

Lightning Network analytics rely on the gossip protocol to discover public nodes and channels. This creates inherent data limitations that affect all platforms:

• Private (unannounced) channels are invisible to analytics tools: researchers estimate the true network including private channels may be more than double the publicly visible capacity
• Gossip propagation delays mean channel opens and closes may take minutes to hours to appear across platforms
• Channel balance data is never visible through gossip: tools infer liquidity distribution through probing or statistical models
• Node uptime and availability metrics vary between platforms because each tool runs its own monitoring infrastructure
• Data completeness differs: Mempool.space reports significantly more nodes than 1ML for the same time period due to differences in gossip ingestion coverage

Amboss and Mempool.space generally offer the freshest data due to active development and robust gossip ingestion infrastructure. LNRouter scans approximately monthly, and 1ML may lag behind during periods of high network activity. Operators making time-sensitive fee decisions should cross-reference multiple sources.

Beyond Lightning: Spark and Next-Generation Analytics

The Lightning Network's analytics ecosystem has matured around the constraints of payment channels: operators need these tools because managing liquidity, fees, and channel health is inherently complex. Newer protocols are rethinking this operational burden. Spark, a Bitcoin Layer 2, enables off-chain transfers without requiring users to manage channels or routing infrastructure. For users focused on payments rather than routing revenue, this eliminates the need for most of the analytics tooling described above. For dedicated routing node operators, however, these analytics platforms remain essential for maximizing the profitability of their deployed capital.

For a comparison of Lightning node implementations, see our Lightning node comparison tool.

Frequently Asked Questions

What is the best Lightning Network analytics tool?

There is no single best tool: it depends on your role. For routing node operators, Amboss provides the most comprehensive combination of network exploration, node scoring, and liquidity marketplace (Magma). For developers and researchers who want open-source, verifiable data, Mempool.space is the strongest option. For bootstrapping a new node with inbound liquidity, LN+ and its swap coordination system is the most cost-effective starting point.

How do I check my Lightning node's ranking?

Amboss, 1ML, LN+, and Terminal each provide node ranking systems with different methodologies. Amboss assigns a proprietary Amboss Score based on connectivity, capacity, uptime, and channel management. 1ML uses a 0 to 100 composite score. Terminal evaluates four dimensions: Peers Quality, Centrality, Inbound Liquidity, and Capacity & Age. LN+ uses a metals-based tier system tied to community reputation. Search for your node's public key on each platform to see your ranking.

What is the Magma liquidity marketplace?

Magma is Amboss's peer-to-peer marketplace for buying and selling Lightning channel liquidity. Node operators who need inbound liquidity browse seller listings at preset channel sizes (0.5M to 5M sats). Sellers fulfill orders by opening channels and earn a lease premium, typically yielding 1-4% APR. Magma uses HODL invoices as a form of smart contract to enforce the agreement between buyer and seller.

Can Lightning analytics tools see private channel balances?

No. Private (unannounced) channels are not broadcast through the gossip protocol, so no analytics platform can see them. Even for public channels, exact balance distribution is not visible: tools estimate liquidity using probing techniques or statistical models. This is a fundamental limitation of the Lightning Network's privacy design, not a shortcoming of any specific tool.

How do routing node operators optimize fees?

Most operators use a combination of analytics platforms and CLI automation tools. Amboss and LNRouter provide fee benchmarking data to understand where your rates sit relative to peers. CLI tools like charge-lnd (for LND) and CLBoss (for Core Lightning) automate fee adjustments based on rules: for example, raising fees on channels with depleted local balance and lowering fees on channels with excess local liquidity. Manual fee tuning is common early on, but automation becomes necessary as a node scales past 20 to 30 channels. Core Lightning also supports experimental negative fees, which some operators use as an alternative to traditional rebalancing.

What is a Lightning Network liquidity swap?

A liquidity swap, facilitated by platforms like LN+, is a coordinated channel open between two or more node operators. In a triangle swap, three participants each open a channel to the next in a ring (A to B, B to C, C to A). Each participant gains both inbound and outbound liquidity at no premium cost beyond the on-chain channel open fee. Swaps are the most capital-efficient way to bootstrap a new routing node's channel graph without paying liquidity lease premiums.

Is Terminal by Lightning Labs only for LND nodes?

Yes. Lightning Terminal (litd), which bundles the Terminal Web dashboard, Loop, Pool, and Faraday, is designed exclusively for LND. It does not support Core Lightning (CLN), Eclair, or LDK-based implementations. Core Lightning operators can use CLBoss for automated management and Amboss or Mempool.space for network exploration.

How much does it cost to run Lightning analytics tools?

A fully functional analytics stack can be assembled for free using Mempool.space, 1ML, LNRouter, and the free tiers of Amboss and LN+. Operators who want advanced features can expect to spend $4 to $42 per month on Amboss subscriptions plus approximately 200 sats per day for LN+ Pro. Terminal (litd) is free to self-host, though Loop and Pool transactions carry per-transaction service fees. The total cost depends on how actively the operator trades liquidity and rebalances channels.

This tool is for informational purposes only and does not constitute financial advice. Platform features, pricing, and availability change frequently. Data freshness varies across analytics platforms due to gossip protocol propagation delays. Always verify current information directly with each platform before making routing or liquidity decisions.