The closest Apache Spot (Incubating) alternatives are Innspark Flowgen, Telesoft FlowProbe and NIKSUN FlowAggregator™. Picking an Apache Spot (Incubating) alternative comes down to fit: Network Detection and Response coverage, your environment, your integrations and your budget. So each option below shows what it covers, how it deploys, its pricing model and the company behind it.
Closest 48 alternatives shownClosest matches: Innspark Flowgen, Telesoft FlowProbe, NIKSUN FlowAggregator™Page updated Nov 2026
The product
Apache Spot is an open source big data platform that analyzes network flows and packet data to identify security threats and provide visibility into enterprise computing environments.
Apache Spot (Incubating) is a free Network Detection and Response solution. The closest matches by shared tags and NIST CSF 2.0 coverage are Innspark Flowgen, Telesoft FlowProbe, NIKSUN FlowAggregator™, cPacket Network Observability Platform, and Solana Networks SmartFlow. All 48 alternatives on this page are ranked the same way.
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VisitThese 8 solutions overlap most with Apache Spot (Incubating). Each row says what the product does and, when the overlap is big enough, which capabilities it shares.
Network probe providing traffic visibility and analysis via NetFlow and IPFIX protocols
Key features: 10 listed. See them on the Innspark Flowgen page.
Shares 3 capabilities with Apache Spot (Incubating): Packet Analysis, Flow Analysis, Network Monitoring
View Innspark FlowgenInnspark Flowgen alternativesApache Spot (Incubating) vs Innspark Flowgen
Network probe providing traffic visibility and analysis via NetFlow and IPFIX protocols
Flow-based network monitoring platform for performance and security visibility
Packet-based network observability platform for hybrid environments.
Flow-based network security monitoring tool using anomaly detection.
NDR platform fusing network traffic with identity, endpoint & cloud signals.
Network detection and response platform for IT, IoT, and OT threat monitoring
Flow-based network traffic monitoring and bandwidth analysis tool
Network traffic broker for visibility, monitoring, and traffic optimization
Flow load balancer for distributing & filtering NetFlow records to collectors.
Enterprise network monitoring via deep packet inspection & traffic classification.
Bypass TAP/packet broker hybrid for before-and-after inline tool traffic analysis.
Embeddable DPI engine for real-time protocol/app classification up to L7.
Network monitoring and detection solution for threat analysis
Network detection and response platform for threat detection and analysis
Network traffic analysis tool for real-time intrusion detection and monitoring
Network Detection and Response system for threat detection and response
Real-time network security monitoring for threat detection using DPI and sandbox
SaaS-based NDR platform for threat investigation and Tier 1 workflows
Network detection and response platform with IDS, NSM, and threat intel.
Network visibility and security insights platform for IT environments
Modular network observability platform for packet brokering, capture & analytics.
Polish NDR appliance for network threat detection, forensics & GDPR compliance.
Passive network intelligence platform for gov/defense with real-time visibility.
Deep learning-based encrypted traffic classification up to 25 Gbps w/o decryption.
Network defense platform with real-time content inspection & threat blocking
AI-driven network security platform for MSPs serving SMBs.
Managed NDR solution delivering network threat hunting via passive traffic metadata.
Cloud-native NDR with AI-based threat detection for SMBs
Digital experience monitoring for network, device, and app performance
AI-powered network detection and response platform for threat detection
Qualified network TAPs for traffic duplication and network monitoring
Network detection and response platform with threat intel fusion and automation
TLS/SSL decryption for network traffic visibility and security analysis
DNS-layer network visibility and monitoring with query logging and analytics
TLS decryption solution that extracts session keys from memory for traffic inspection
Network intelligence platform for detecting, and responding to security incidents
Network security monitoring platform with IDS, PCAP capture, and asset discovery.
Passive copper TAP range for non-intrusive Ethernet traffic monitoring.
AI-driven NDR platform detecting threats across network, identity, and cloud
NDR solution providing network visibility, threat detection, and intrusion prevention
NDR platform for IT/OT environments with threat detection and CTI
AI-powered threat detection platform using self-supervised learning for NDR
NDR platform with NGIPS, NetFlow/sFlow analysis, SIEM, and correlation engine
NDR solution with threat intelligence, PCAP analysis, and SOC services
A network detection and response solution that uses AI and machine learning to monitor network traffic, identify malicious behavior, and connect related security events to reveal attack patterns without requiring endpoint agents.
Network appliance detecting advanced threats via sandboxing & traffic analysis
Network detection and response system for threat detection and analysis
Common questions when weighing alternatives to Apache Spot (Incubating).
The closest matches to Apache Spot (Incubating) by shared tags and NIST CSF 2.0 coverage are Innspark Flowgen, Telesoft FlowProbe, NIKSUN FlowAggregator™, cPacket Network Observability Platform, and Solana Networks SmartFlow. All of them are Network Detection and Response products.
This page shows 48 alternatives to Apache Spot (Incubating), all in the Network Detection and Response category. Each one is matched on shared tags and NIST CSF 2.0 areas, and the closest matches rank first.
Apache Spot (Incubating) is a free Network Detection and Response product. You can use it at no cost. Only commercial alternatives are listed here. Free and open source products are under /free.
Apache Spot (Incubating) is a Network Detection and Response product in the Network Security category. You can compare it with the 48 other Network Detection and Response products on this page.
FlowProbe is a network monitoring appliance that passively captures and analyzes network traffic to generate enriched, unsampled flow records for security, network performance monitoring (NPMD), and compliance use cases. It is designed for large-scale environments such as service providers, data centers, and national networks, monitoring up to 480 million concurrent flows at 14 million flows per second, with a single 1U appliance processing up to 800Gbps of traffic. FlowProbe provides Layer 4-7 visibility, including protocol metadata for SSL/TLS, HTTP, DNS, SIP, ASN, URI, and JA4 fingerprinting. It performs application and content classification on encrypted TLS 1.0-1.3 traffic and stitches uplink and downlink flows into single records for analysis. The appliance includes de-tunnelling capabilities to detect and decode tunneled traffic types such as GRE, GTP, MPLS, IP-in-IP, PPTP, and Tunnelled Ethernet, enhancing visibility into traffic that would otherwise be opaque to monitoring tools. Flow records generated by FlowProbe can be exported to Telesoft TDAC, IPFIX collectors, or JSON consumers for integration into existing security, compliance, and network monitoring workflows.</description> <parameter name="summary">Appliance for real-time, unsampled network flow monitoring and L4-L7 threat visibility at scale
Key features: 1 listed. See them on the Telesoft FlowProbe page.
Shares 3 capabilities with Apache Spot (Incubating): Packet Analysis, Flow Analysis, Network Monitoring
View Telesoft FlowProbeTelesoft FlowProbe alternativesApache Spot (Incubating) vs Telesoft FlowProbe
Flow-based network monitoring platform for performance and security visibility
Key features: 10 listed. See them on the NIKSUN FlowAggregator™ page.
View NIKSUN FlowAggregator™NIKSUN FlowAggregator™ alternativesApache Spot (Incubating) vs NIKSUN FlowAggregator™
Packet-based network observability platform for hybrid environments.
Key features: 9 listed. See them on the cPacket Network Observability Platform page.
View cPacket Network Observability PlatformcPacket Network Observability Platform alternativesApache Spot (Incubating) vs cPacket Network Observability Platform
Flow-based network security monitoring tool using anomaly detection.
Key features: 9 listed. See them on the Solana Networks SmartFlow page.
View Solana Networks SmartFlowSolana Networks SmartFlow alternativesApache Spot (Incubating) vs Solana Networks SmartFlow
NDR platform fusing network traffic with identity, endpoint & cloud signals.
Key features: 9 listed. See them on the Port0 Network Security page.
View Port0 Network SecurityPort0 Network Security alternativesApache Spot (Incubating) vs Port0 Network Security
Network detection and response platform for IT, IoT, and OT threat monitoring
Key features: 7 listed. See them on the GREYCORTEX Mendel page.
View GREYCORTEX MendelGREYCORTEX Mendel alternativesApache Spot (Incubating) vs GREYCORTEX Mendel
Flow-based network traffic monitoring and bandwidth analysis tool
Key features: 10 listed. See them on the ManageEngine NetFlow Analyzer page.
View ManageEngine NetFlow AnalyzerManageEngine NetFlow Analyzer alternativesApache Spot (Incubating) vs ManageEngine NetFlow Analyzer
No Network Detection and Response shortlist yet. This is the closest one.
Updated 2026-11-01
See the shortlist