ProbeLab Analytics
ProbeLab Analytics is a Tallinn-based P2P network measurement company that builds open-source monitoring tools and provides professional services for libp2p-based blockchain networks, serving protocol teams at Ethereum, IPFS, Filecoin, Celestia, and other Web3 ecosystems.
- Company typePrivate
- Founded2021
- HeadquartersTallinn, Estonia
- Headcount—
- GTM typeB2B
- OfferingSoftware
What ProbeLab Analytics does
ProbeLab Analytics is a P2P network measurement and analytics company that builds open-source tools and operates continuous monitoring infrastructure for Web3 and blockchain networks. Its core technology suite comprises eight measurement tools (Nebula for DHT crawling, Hermes for GossipSub tracing, Ants for NAT peer monitoring, Parsec for DHT/IPNI performance, Tiros for IPFS website performance, Akai for Data Availability Sampling, DAS Guardian for Ethereum PeerDAS custody verification, and Bitswap Sniffer for content identification) plus three utility tools (Chrono, ENR Viewer, CID Inspector). The platform monitors 10+ libp2p-based networks including IPFS, Ethereum, Filecoin, Gnosis, Optimism, Base, Celestia, Avail, Polkadot, and Monero, ingesting over 1 million data points per month across multiple AWS regions. The company ingests traces into ClickHouse and integrates with AWS Kinesis and the Ethereum Foundation's Xatu infrastructure for long-term analytics.
The company's professional services revenue model encompasses six streams: network health diagnostics, security audits (Sybil/Eclipse resilience), regulatory data reporting (MiCA), executive monitoring reports, custom tool development, and real-time managed monitoring with alerting. The gtm_motion is product-led growth — all tools are open-source on GitHub under the probe-lab organization, with public dashboards at probelab.io providing free, no-registration access. ProbeLab does not employ paid advertising or traditional sales motions; demand is generated through academic publications (46 papers at SIGCOMM, IMC, NSDI, NDSS, INFOCOM), conference talks, and organic developer adoption.
The company was founded in late 2021 by Dr. Yiannis Psarras as a team within Protocol Labs and spun off as an independent entity (ProbeLab Analytics OÜ, registered in Estonia) in January 2024. The five-person team is composed entirely of PhD holders with deep ties to UCL, Polytechnic University of Catalunya, Protocol Labs, and the Ethereum Foundation. Customer concentration is on blockchain protocol teams — IPFS, Ethereum, Filecoin, Gnosis, Optimism, Base, Celestia, Avail, and Polkadot — with academic researchers and node operators as secondary segments. No external funding or revenue figures have been disclosed.
ProbeLab Analytics firmographics
Firmographics- Name
- ProbeLab Analytics
- Legal name
- ProbeLab Analytics OÜ
- Website
- https://probelab.io
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Short description
- ProbeLab Analytics is a Tallinn-based P2P network measurement company that builds open-source monitoring tools and provides professional services for libp2p-based blockchain networks, serving protocol teams at Ethereum, IPFS, Filecoin, Celestia, and other Web3 ecosystems.
- Ownership category
- akta.pro rank
ProbeLab Analytics industry classification
Industry- Product category
- P2P Network Monitoring & Analytics
- NAICS
- Testing Laboratories and Services (54138), Computer Systems Design and Related Services (5415), Other Scientific and Technical Consulting Services (54169)
- SIC
- Services-Testing Laboratories (8734), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Monitoring, Observability & Incident Response (alerts, traces, runtime monitoring) (FSAPABAJ)
- akta.pro secondary industries
- Blockchain Analytics & Transaction Monitoring (FSADALAB), Regulatory Reporting, Tax & Audit Trails (reconciliation, provenance) (FSAPAJAI), Fault & Performance Monitoring (SNMP/Telemetry/APM for Networks) (HDAFAMAA)
Keywords
Where ProbeLab Analytics is headquartered
LocationHeadquarters
- HQ city
- Tallinn
- HQ country
- Estonia
- HQ region
- Europe
Offices1 record
Markets served
ProbeLab Analytics business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales
Revenue model
- Network Health Diagnostics: ProbeLab offers network health diagnostic services to protocol teams, identifying networking components with the highest optimization potential within one month. This is a professional services engagement model.
- Network Security Audits: Deep analysis of networking codebase to quantify network resilience against Sybil and Eclipse attacks. Billed as a targeted consulting engagement.
- Data & Reports for Regulatory Purposes: Independent third-party data provision for regulatory compliance purposes such as MiCA and others.
- Network Health Monitoring Reports: Executive reports providing high-level network characteristics on a subscription or recurring basis.
- Tailor-made Monitoring Tool Development: Custom tool development to capture specific network metrics and build dashboards for continuous monitoring. Bespoke engineering services.
- Real-time Monitoring & Alerting: Specialized tooling and infrastructure for real-time network insights with alerting thresholds. Ongoing managed services.
Go-to-market motion1 record
Distribution channels3 records
Marketing channels6 records
ProbeLab Analytics product offering
Product offeringCore offering
ProbeLab Analytics builds and operates an open-source measurement tool suite (Nebula, Hermes, Ants, Parsec, Tiros, Akai, DAS Guardian, Bitswap Sniffer) and continuous cloud-based monitoring infrastructure to measure the performance, topology, and security of libp2p-based peer-to-peer and Web3 networks such as IPFS, Ethereum, Filecoin, Gnosis, Optimism, Base, Celestia, Avail, and Polkadot. The company delivers bespoke professional services including network health diagnostics, Sybil/Eclipse security audits, regulatory data and reports (e.g., MiCA), tailor-made monitoring tooling, and real-time monitoring and alerting to blockchain protocol teams and node operators.
Product overview
ProbeLab Analytics is a P2P network science company offering a suite of open-source monitoring and measurement tools for Web3.0 and blockchain networks. The portfolio includes: Nebula (DHT crawler), Hermes (GossipSub tracer), Ants (NAT'd peer monitor), Parsec (DHT/IPNI performance), Tiros (IPFS website performance), Akai (DA sampler), DAS Guardian (Ethereum custody), Bitswap Sniffer (CID monitoring), plus utility tools (Chrono, ENR Viewer, CID Inspector). These tools monitor networks including IPFS, Ethereum, Gnosis, Celestia, Optimism, Base, Filecoin, Avail, and Polkadot. The company provides both live probers and analytics platforms for network health diagnostics, security audits, and regulatory reporting.
Differentiator
Problem solved
Functional benefit
Products and services
- Nebula
Quantifiable outcome
- IPFS DHT publication latency reduced by 10x through Optimistic Provide optimization, enabling sub-second record storage for 90% of PUT operations while reducing networking overhead by over 40%.
- +2 more outcomes
Companies that use ProbeLab Analytics
Customer profileNamed customers1 record
Segments3 records
Ideal customer profiles3 records
ProbeLab Analytics technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
Feature8 records
ProbeLab Analytics partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered core.
- Protocol LabscoreProbeLab originated within Protocol Labs in 2019 and became an independent entity in January 2024, focusing on libp2p-based networks more broadly. ProbeLab team members (Yiannis Psaras, Dennis Trautwein, Ian Davis) previously worked at Protocol Labs, and the company continues to monitor IPFS and Filecoin networks. ProbeLab's mission was founded on Protocol Labs' content-addressable web vision.
- Ethereum FoundationcoreProbeLab collaborates extensively with the Ethereum Foundation on Ethereum P2P network measurement. They deploy monitoring tools (Hermes) in partnership with the Ethereum Foundation and contribute research findings on GossipSub, blob propagation, and network security. The Ethereum Foundation's Xatu database is used in ProbeLab's research, and ProbeLab has received Ethereum Foundation research grants (e.g., for DISC-NG co-authorship).
- IPFS (InterPlanetary File System)coreIPFS is one of the primary networks monitored by ProbeLab. The company was founded to identify weaknesses in IPFS using state-of-the-art measurement methodologies and initially focused on IPFS and Filecoin as core products of Protocol Labs' InterPlanetary stack.
- FilecoincoreFilecoin is one of the primary networks monitored by ProbeLab, with dedicated monitoring dashboards for Fast Finality (F3), Onchain Cloud (FOC), and Security. ProbeLab team members contributed to Filecoin's GossipSub implementation and protocol specifications.
- libp2pcorelibp2p is the foundational networking stack for all networks ProbeLab monitors. ProbeLab develops monitoring tools specifically for libp2p-based networks and contributed to GossipSub protocol design, including security extensions and v1.1/v1.2 specifications.
Scale indicators12 records
Recent moves7 records
Expansion highlights7 records
ProbeLab Analytics competitors and assessment
Company assessmentBroad incumbents
- Alchemy: Major blockchain infrastructure provider offering node RPC, APIs, and developer tooling across multiple chains. Comparable as a multi-network infrastructure and observability vendor selling reliability, monitoring, and developer-grade data to protocol teams, though at a different layer (RPC/dev tooling vs P2P measurement).
- Blockdaemon: Blockchain node infrastructure and monitoring provider operating nodes and validator services for institutions. Comparable as a node-operations business that produces network-health data as part of its managed-service offering, addressing adjacent customer needs to ProbeLab.
- Messari: Crypto research, data, and intelligence firm serving institutional clients with reports, indices, and dashboards. Comparable as a data-and-research subscription business targeting protocols and institutions, with adjacent (not identical) network measurement capabilities.
- Etherscan: Default Ethereum block explorer and analytics site providing chain-level data, dashboards, and APIs free to users. Comparable as a free, public dashboard for blockchain network data serving the same protocol-team and developer audience, albeit at the transaction/block layer rather than the P2P layer.
Emerging players
- Nansen: On-chain analytics platform combining wallet labels with blockchain data for traders and funds. Comparable as a paid analytics subscription business serving sophisticated crypto users, with some methodological overlap in deriving insights from raw chain and network data.
- Blocknative: Mempool monitoring and pre-chain transaction infrastructure for Ethereum and EVM chains. Comparable as a network-layer monitoring company selling visibility into message propagation and node behavior, although focused on the mempool rather than the libp2p layer.
- Dune Analytics: Community-driven blockchain analytics platform with queryable datasets and dashboards. Comparable as a multi-chain analytics provider monetizing data access and dashboards, though primarily financial/transactional rather than P2P-layer.
Direct peers
- Coin Metrics: Provider of crypto market and network data, including node-level and network-health metrics across multiple blockchains. Closely comparable to ProbeLab in selling empirical network measurement as a service to institutions, foundations, and protocol teams, with a similar multi-network, data-driven positioning.
- Glassnode: Blockchain analytics platform delivering on-chain and network data products to institutional and retail customers. Comparable as an analytics-as-a-service business monetizing raw network data into dashboards, alerts, and reports across multiple chains.
- Chainalysis: Largest independent blockchain analytics company, providing transaction monitoring, compliance, and investigative data across multiple chains. Directly comparable as an analytics platform monetizing network-level visibility for protocol teams, regulators, and enterprises — though focused on the financial/transaction layer rather than the P2P network layer.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
ProbeLab Analytics social profiles
Digital presenceProbeLab Analytics financial estimates
Financial estimateRevenue estimate
Valuation estimate
ProbeLab Analytics leadership team
Management profileNumber of profiles
Profiles5 records
ProbeLab Analytics funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
ProbeLab Analytics M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about ProbeLab Analytics
What does ProbeLab Analytics do?
ProbeLab Analytics builds and operates an open-source measurement tool suite (Nebula, Hermes, Ants, Parsec, Tiros, Akai, DAS Guardian, Bitswap Sniffer) and continuous cloud-based monitoring infrastructure to measure the performance, topology, and security of libp2p-based peer-to-peer and Web3 networks such as IPFS, Ethereum, Filecoin, Gnosis, Optimism, Base, Celestia, Avail, and Polkadot. The company delivers bespoke professional services including network health diagnostics, Sybil/Eclipse security audits, regulatory data and reports (e.g., MiCA), tailor-made monitoring tooling, and real-time monitoring and alerting to blockchain protocol teams and node operators.
Is ProbeLab Analytics a public or private company?
ProbeLab Analytics is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was ProbeLab Analytics founded?
ProbeLab Analytics was founded in 2021.
Where is ProbeLab Analytics based?
ProbeLab Analytics is headquartered in Tallinn, Estonia, in the Europe region.
How does ProbeLab Analytics make money?
Six revenue lines are on record. Network Health Diagnostics are the primary driver. The others are network Security Audits, data & Reports for Regulatory Purposes, network Health Monitoring Reports, tailor-made Monitoring Tool Development and real-time Monitoring & Alerting.
Who are ProbeLab Analytics's main competitors?
Broad incumbents on record are Alchemy, Blockdaemon, Messari and Etherscan. Emerging players are Nansen, Blocknative and Dune Analytics. Direct peers are Coin Metrics, Glassnode and Chainalysis.
Does ProbeLab Analytics have an API?
No public API is recorded for ProbeLab Analytics.
What industry is ProbeLab Analytics in?
ProbeLab Analytics's product category is P2P Network Monitoring & Analytics. Its primary akta.pro industry code is FSAPABAJ, Monitoring, Observability & Incident Response (alerts, traces, runtime monitoring), with a secondary code of FSADALAB, Blockchain Analytics & Transaction Monitoring. Its NAICS code is 54138 and its SIC code is 8734.