Darktrace / NETWORK vs. Span-01 Comparison


Darktrace / NETWORK Darktrace	Span-01 Respan	+	+
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		Related Products Blumira Empower Your Current Team to Achieve Enterprise-Level Security An all-in-one solution with SIEM, endpoint visibility, 24/7 monitoring, and automated response to reduce complexity, increase visibility and speed up time to respond. We handle the security heavy lifting, so you get time back in your day. With out-of-the-box detections, pre-filtered alerts, and response playbooks, IT teams can achieve real security value with Blumira. Quick Deployment, Immediate Results: Integrates with your tech stack and fully deploy, with no warm-up period, in hours All-You-Can-Eat Data Ingest: Predictable pricing and with unlimited data logging for full-lifecycle detection Compliance Made Easy: 1 year data retention included, pre-built reports, and 24/7 automated monitoring 99.7% CSAT Support: Solution Architects for product support, the Incident Detection and Response Team creating new detections, and 24/7 SecOps support 150 Ratings Visit Website PathSolutions TotalView PathSolutions TotalView network monitoring and troubleshooting software bridges the gap between NETWORK MONITORING and TROUBLESHOOTING RESOLUTION telling you WHEN, WHERE and WHY network errors occur. PathSolutions TotalView continuously monitors and tracks the performance of every device and every link in your entire network, going deeper than other solutions by collecting error counters, performance data, configuration information and connectedness. A built-in heuristics engine analyzes all of this information to produce plain-English answers to problems. This means that complex problems can be solved by junior level engineers leaving the senior level engineers to work on more strategic level projects. The core product includes everything needed to run a perfectly healthy network: Configuration management, server monitoring, cloud service monitoring, IPAM, NetFlow, path mapping, and diagramming. Get Total Network Visibility on your network and solve more problems faster. 43 Ratings Visit Website Orca Security Designed for organizations operating in the cloud who need complete, centralized visibility of their entire cloud estate and want more time and resources dedicated to remediating the actual risks that matter, Orca Security is an agentless cloud Security Platform that provides security teams with 100% coverage their entire cloud environment. 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Built for modern IT and cybersecurity teams, the platform delivers centralized visibility and policy management across endpoints, users, and applications. ThreatLocker reduces attack surface, limits lateral movement, and supports compliance with detailed audit logs. With fast deployment, a large built-in application library, and streamlined approvals, organizations can strengthen security while minimizing operational overhead and maintaining business continuity. 705 Ratings Visit Website Daylight Daylight merges lightning-fast agentic AI with elite human expertise to deliver a next-gen managed detection and response service that goes beyond alerts, aiming to “take command” of your cyber-frontier. It promises full coverage of your environment with no blind spots, context-aware protection that continuously learns from your systems and past cases (including Slack chats), near-zero false positives, the industry’s lowest mean time to detection and mean time to response, and deep integration with your IT and security stack so it supports unlimited platforms, unlimited integrations, and delivers actionable, noise-free insights via AI dashboards. With Daylight, you get true end-to-end threat detection and response (no escalation games), 24/7 expert support, custom response workflows, environment-wide visibility, and measurable improvements in analyst utilization and response speed, all built to shift your security operations from reactive to commanding. 15 Ratings Visit Website Safetica Safetica delivers Intelligent Data Security. 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Safetica AI Protection gives teams visibility into AI activity and sensitive data sharing, with controls that protect data while enabling productive AI use. ✔️ Data Protection: Classify, monitor, and control sensitive data across endpoints, cloud applications, and AI interactions in real time. ✔️ Insider Risk and User Behavior: Identify risky and anomalous activity to reduce the risk of careless data handling, compromised accounts, and malicious actions. ✔️ Compliance and Data Discovery: Discover and classify sensitive data, then use audit-ready reporting to support compliance across data at rest, in motion, and in use. ✔️ Cloud Security: Protect sensitive data across Microsoft 365 and other cloud and file-sharing platforms by monitoring and classifying files and enforcing policies on file activity. 416 Ratings Visit Website ManageEngine Log360 Detect, investigate, and resolve security incidents and threats using a single, scalable SIEM solution. 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Whether you are a corporate IT professional or a Managed Service Provider, Auvik has a simple, out of the box solution for you and your team that only take minutes to deploy. 678 Ratings Visit Website ManageEngine ADAudit Plus ADAudit Plus helps keep your Windows Server ecosystem secure and compliant by providing full visibility into all activities. ADAudit Plus provides a clear picture of all changes made to your AD resources including AD objects and their attributes, group policy, and more. AD auditing helps detect and respond to insider threat, privilege misuse, and other indicators of compromise, and in short, strengthens your organization's security posture. Gain granular visibility into everything that resides in AD, including objects such as users, computers, groups, OUs, GPOs, schema, and sites, along with their attributes. Audit user management actions including creation, deletion, password resets, and permission changes, along with details on who did what, when, and from where. Keep track of when users are added or removed from security and distribution groups to ensure that users have the bare minimum privileges. 629 Ratings Visit Website NeuBird NeuBird is the governed center of agentic operations: one secure, audited connection to your telemetry and your LLMs, with a memory of every investigation, so your engineers, your leaders, and your own agents all start from what the company already knows. 2 Ratings Visit Website
About Darktrace / NETWORK is an AI-powered network detection and response solution built to prevent, detect, investigate, and contain known and previously unseen threats across modern environments. Its Self-Learning AI runs directly on an organization’s data, learns normal behavior for every device, identity, connection, and attack path, and identifies unusual activity without depending on signatures, historical attack data, or globally trained models. It provides visibility across on-premises, virtual, cloud, and hybrid networks, including remote endpoints, OT devices, ZTNA, and both encrypted and decrypted traffic. It continually tunes detection to improve accuracy and reduce alert fatigue without manual rule maintenance. Cyber AI Analyst performs end-to-end investigations at scale, forms hypotheses, reaches conclusions, prioritizes incidents by potential business impact, and correlates events across network, endpoint, cloud, identity, OT, email, and remote systems.	About Span-01 is a hyper-parallel reasoning classifier built to detect complex behaviors across long production traces in a single forward pass. Rather than generating tokens sequentially, it reasons over natural-language behavior definitions and returns direct probabilities for present, absent, and not_observable. The model is trained for general classification reasoning with RLAIF before being specialized for behavior detection, allowing it to apply previously unseen definitions to new behaviors and domains instead of relying on a fixed taxonomy. At inference time, hyper-parallel definition branches evaluate multiple behaviors against the same trace context simultaneously, while hybrid attention helps preserve reasoning over long, complex inputs. Span-01 is designed for production monitoring across safety, reliability, grounding, agent behavior, and response quality, including jailbreak and prompt injection detection, privacy, and secrets.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Distributed enterprise SOC teams that need continuous visibility and autonomous threat containment across complex networks	Audience AI, safety, evaluation, and observability teams seeking to detect and score complex behaviors across long production traces with fast, probability-based classification
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing $199 per month Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Darktrace Founded: 2013 United Kingdom www.darktrace.com/products/network	Company Information Respan Founded: 2023 United States www.respan.ai/blog/introducing-span-1
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ExtraHop RevealX ExtraHop Networks View All	Microsoft-Decision-1 Microsoft View All
Categories Cloud Detection and Response (CDR) Supported Cloud Security Supported Cloud Workload Protection Supported Extended Detection and Response (XDR) Supported Incident Response Supported Intrusion Detection and Prevention Supported Managed Detection and Response (MDR) Supported Network Detection and Response (NDR) Supported Network Monitoring Supported Network Traffic Analysis (NTA) Supported	Categories AI Decision Models Supported

Integrations AssemblyAI Not Supported Cognee Not Supported Darktrace Supported Google GenAI SDK Not Supported JavaScript Not Supported LangChain Not Supported LinkUp Not Supported LlamaIndex Not Supported Mastra AI Not Supported Mem0 Not Supported OpenAI Not Supported OpenAI Agents API Not Supported PostHog Not Supported Python Not Supported TypeScript Not Supported Vercel Not Supported Show More Integrations View All 1 Integration	Integrations AssemblyAI Supported Cognee Supported Darktrace Not Supported Google GenAI SDK Supported JavaScript Supported LangChain Supported LinkUp Supported LlamaIndex Supported Mastra AI Supported Mem0 Supported OpenAI Supported OpenAI Agents API Supported PostHog Supported Python Supported TypeScript Supported Vercel Supported Show More Integrations View All 15 Integrations
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