Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryops efficiencyops efficiency
Time-to-Value1–2 weeks (data live in under 90 seconds) (~14d)2-4 weeks (~14d)
Typical annual TCO$20,000/yr$0/yr
Starting price$1,800/yr$0/yr
Implementation feeNoneNone
Seat tiersUnlimited seats on every plan, including the free tierPriced per device with no minimum quantity; tiers scale by volume.
Implementation friction2/52/5
Friction meter
Best forEngineering and SRE teams running distributed, microservice or OpenTelemetry-instrumented systems that need high-cardinality event data.; Platform teams that want sub-10-second queries, BubbleUp root-cause analysis and SLOs without pre-aggregation or sampling tricks.; AI and LLM product teams that need to trace agent conversations, LLM calls, token cost and latency in one view.; Teams consolidating several observability tools that want unlimited seats and unlimited querying on usage-based pricing.; Organizations adopting MCP so coding agents get real production context during investigations.Fleets of shared, frontline, rugged or BYOD devices across Android, iOS, Windows, macOS, Linux, ChromeOS, Wear OS and VR; Operations that need identity-aware Zero Trust access (SureIdP, SureAccess) rather than blanket VPN access; IT teams consolidating MDM, kiosk mode, IoT and peripheral management into one console; MSPs and resellers delivering managed device services via SureMDM Hub; Mid-market and enterprise buyers who want volume, no-minimum licensing rather than rigid seat tiers
Not forTeams that only need basic uptime checks or infrastructure metrics and no tracing.; Buyers who require a firm flat-rate bill regardless of how much telemetry they ingest.; Organizations that will not instrument code with OpenTelemetry and expect fully managed APM out of the box.; Teams looking for a general business-intelligence or log-archive product rather than production observability.Knowledge-worker Mac/Windows fleets already standardised on Microsoft Intune or Jamf; Buyers who require published self-serve list pricing and instant self-signup; Companies that need native Salesforce, Snowflake or data-cloud integrations; Organisations that require a public FedRAMP authorisation
Stack fit matrix
SalesforceNot supportedNot supported
AWSNativeNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNot supported
Microsoft 365Not supportedIntegration
SAPNot supportedNot supported
SlackIntegrationNot supported
MCP (Model Context Protocol)NativeNot supported
Compliance
SOC 2 Not listed Not listed
ISO 27001 Not listed Not listed
GDPR Not listed Not listed
HIPAA Not listed Not listed
FedRAMP Not listed Not listed
CMMC Not listed Not listed
ISO 42001 Not listed Not listed
IAPP AIGPnamed staff Not listed Not listed
Company & support
Who is behind each solution, and how you reach support. “Not listed” means the vendor’s public pages don’t mention a channel, not that it is unavailable.
Founded2016 (10 yrs)Not recorded
HeadquartersNot recordedBengaluru, India
PhoneNot listedAll plans
EmailAll plansAll plans
Live chatEnterprise onlyAll plans
Support portal / ticketsAll plansAll plans
Community forumAll plansNot listed
Help centre / docsAll plansAll plans
Dedicated account managerNot listedNot listed
In person / on-siteNot listedNot listed
Support hours24/724/7
Response timePro 1 business day; Enterprise P1 2h; Premium P1 1hNot stated
AI & MCP readiness
Whether each solution can join your AI stack, and what it asks of you to do so.
MCP connectionreaches AI clientsOfficial serverNot supported
AI featuresCopilot / assistant; Agentic workflowsNot yet recorded
Built around AI?AI added to an existing productNot recorded
Trains on your dataNot recorded — ask the vendorNot recorded — ask the vendor
Runs onOpenAINot recorded
AI pricingIncluded in the planNot recorded
Model keyNot recordedNot recorded
AI usage auditNot recordedNot recorded
Quadrant view
Where the 2 selected solutions land on the same value plane. Toggle axes to compare on cost, speed, friction, or buyer score.
Quadrant view
Typical annual cost × Time-to-value
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
Looking for more options? Browse all 1644 solutions.