Sherlocks.ai vs Helicone vs Zilliz Cloud

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Sherlocks.ai
vs
Competitor 1
Helicone
Competitor 2
Zilliz Cloud
Competitor 3
Suggested competitors for Sherlocks.ai: incident.io86% Doctor Droid84% Raygun81% Rootly81% PagerDuty AIOps80% Respan79% FireHydrant79% Datadog79%
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3 tools · best value per row highlighted
Your tool Sherlocks.ai
sherlocks.ai
When production systems fail at 3 AM, Sherlocks
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Competitor Helicone
helicone.ai
Helicone is an AI gateway and LLM observability platform that routes, debugs and analyzes requests from AI applications.
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Competitor Zilliz Cloud
zilliz.com
Zilliz Cloud is a fully managed vector database service from the creators of Milvus, now described as a Vector Lakebase.
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Traffic estimated monthly website traffic
Monthly visits
39.2Kvisits/mo
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MoM change
▲ 1,022.6%
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6-month growth
+1,482.1%
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Global rank web
#729,963
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Avg. last 3 months
15.5K
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Bounce rate lower is better
57%
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Pages / visit
3.8
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Visit duration
5m 24s
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Traffic sources
● Direct 100%
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Sherlocks.aiHeliconeZilliz Cloud
09.8K19.6K29.4K39.2KSherlocks.ai · 2.5KSherlocks.ai · 3.2KSherlocks.ai · 5.7KSherlocks.ai · 3.8KSherlocks.ai · 3.5KSherlocks.ai · 39.2K1K10K100KSherlocks.ai · 2.5KSherlocks.ai · 3.2KSherlocks.ai · 5.7KSherlocks.ai · 3.8KSherlocks.ai · 3.5KSherlocks.ai · 39.2KFeb '26MarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Starting price
Free tier
$79per month · free tier available
$197per month · free tier available
Free tier
Free trial
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API access
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Plans
Free FreeEnterprise Contact us
Hobby FreePro $79/moTeam $799/moEnterprise Custom
Free FreeStandard FreeEnterprise $197/moBusiness Critical Custom
Capabilities input → output
Input
DataText
Data
Data
Output
Text
Data
Data
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
8
5
Developer tools
Debugging
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Monitoring
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AI observability
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AI system monitoring
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LLM gateway
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Root cause analysis
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Site reliability management
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Vector databases
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Vector indexes
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Application monitoring
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Cloud data management
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Kubernetes diagnostics
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Kubernetes troubleshooting
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Model routing
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Prompt management
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RAG
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Triage optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
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0
Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.