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Market around AI Incident Diagnosis Agent

An AI on-call agent that investigates production alerts using Prometheus metrics, Loki logs, and runbooks, then reports root causes, remediation actions, confidence, and linked evidence.

Visit tedyang95.github.io ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
AI Incident Diagnosis Agent · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
AI Incident Diagnosis Agent doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
46th pctile
72 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$40/mo
5 priced · $29–$99 mid 50%
MCP servers · Pro median
$100/mo
3 priced · $74.5–$150 mid 50%

Agents cost 0.4× MCP servers at the Pro tier.

Price spectrum · Pro plans · 8 of 11 providers priced · log scale · $19 → $499/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)AI Incident Diagnosis Agent has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches AI Incident Diagnosis Agent's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

OOther5Ranked by similarity
AI Incident Diagnosis Agentthis listing
● OTHER
no public price
Duty Desk
● OTHER71% similar
no public price
Cloud DevOps MCP Server
● OTHER71% similar
no public price
agentpulse
● OTHER71% similar
no public price
kalytera
● OTHER70% similar
no Pro plan
entry $49/mo
AAgents27Ranked by similarity
hyperprobe
● AGENT86% similar
$99/mo Pro
+148% vs Pro median
On-call Management Agent
● AGENT83% similar
$29/mo Pro
-28% vs Pro median
Deeptrace
● AGENT79% similar
no public price
harness_ai_sre
● AGENT78% similar
no public price
resolve_ai_sre
● AGENT77% similar
no public price
ilert_ai_sre
● AGENT76% similar
$19/mo Pro
-52% vs Pro median
The Context Company
● AGENT75% similar
$400/mo Pro
+900% vs Pro median
Logz.io AI Agent
● AGENT75% similar
no public price
veirox_the_saas_ai_operator_fo
● AGENT74% similar
no public price
aiden_observability
● AGENT74% similar
no public price
opensre
● AGENT74% similar
no public price
bigpanda_biggy_ai
● AGENT74% similar
no public price
holmesgpt
● AGENT74% similar
no public price
agentsre_ai
● AGENT73% similar
no public price
SkyPortal Agent
● AGENT73% similar
no public price
Intelix
● AGENT73% similar
no public price
fabrixai
● AGENT73% similar
no public price
ai_soc_agent
● AGENT73% similar
no public price
AgentCore
● AGENT72% similar
no public price
Seer
● AGENT72% similar
$40/mo Pro
0% vs Pro median
IA
IAMFixer
● AGENT71% similar
no public price
agnify_a_247_ai_operator_for_y
● AGENT71% similar
no public price
Nemotron-Ops-Commander
● AGENT71% similar
no public price
Premiere Playback Investigator
● AGENT71% similar
no public price
rootly
● AGENT71% similar
no Pro plan
entry $20/mo
AI SOC Agents
● AGENT71% similar
no public price
LogNarrator
● AGENT71% similar
no public price
PPlatforms8Ranked by similarity
Middleware
● PLATFORM77% similar
no public price
vera_2
● PLATFORM75% similar
no public price
kayba
● PLATFORM73% similar
no public price
AIOps Pilot
● PLATFORM73% similar
no public price
dunetrace
● PLATFORM72% similar
no public price
Papaya
● PLATFORM72% similar
no Pro plan
entry $500/mo
agnost_ai
● PLATFORM71% similar
$499/mo Pro
panther_soc
● PLATFORM71% similar
no public price
MMCP servers10Ranked by similarity
incident_io_mcp
● MCP76% similar
no public price
monte_carlo
● MCP75% similar
no public price
AI-SRE
● MCP74% similar
no public price
MCP K8s Observability
● MCP73% similar
no public price
Better Stack
● MCP72% similar
no public price
MetricSign
● MCP71% similar
no public price
Stand Pulse
● MCP71% similar
no public price
Auralogs
● MCP71% similar
$49/mo Pro
-51% vs Pro median
PRD Ops Lens MCP
● MCP70% similar
no public price
superlog_mcp
● MCP70% similar
$100/mo Pro
0% vs Pro median

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.