Portkey vs Comp AI vs Sherlocks.ai vs Helicone

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

Your tool
Portkey
vs
Competitor 1
Comp AI
Competitor 2
Sherlocks.ai
Competitor 3
Helicone
Compare
4 tools · best value per row highlighted
Your tool Portkey
portkey.ai
Portkey puts a single API in front of more than 1,600 language models and wraps it with the controls a production AI team needs.
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Competitor Comp AI
trycomp.ai
Comp AI automates compliance certification workflows through AI agents that continuously collect evidence and monitor security posture across connected systems
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Competitor 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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Traffic estimated monthly website traffic
Monthly visits
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95.4Kvisits/mo
39.2Kvisits/mo
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MoM change
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▼ 16.0%
▲ 1,022.6%
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6-month growth
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+41.5%
+1,482.1%
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Global rank web
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#371,943
#729,963
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Avg. last 3 months
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97.9K
15.5K
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Bounce rate lower is better
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38%
57%
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Pages / visit
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3.1
3.8
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Visit duration
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1m 56s
5m 24s
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Traffic sources
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● Direct 91% · ● Referral 4%
● Direct 100%
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PortkeyComp AISherlocks.aiHelicone
028.4K56.8K85.2K113.6KComp AI · 71.8KComp AI · 73.1KComp AI · 67.4KComp AI · 64.8KComp AI · 61.9KComp AI · 84.7KComp AI · 113.6KComp AI · 95.4KSherlocks.ai · 2.5KSherlocks.ai · 3.2KSherlocks.ai · 5.7KSherlocks.ai · 3.8KSherlocks.ai · 3.5KSherlocks.ai · 39.2K1K10K100K1MComp AI · 71.8KComp AI · 73.1KComp AI · 67.4KComp AI · 64.8KComp AI · 61.9KComp AI · 84.7KComp AI · 113.6KComp AI · 95.4KSherlocks.ai · 2.5KSherlocks.ai · 3.2KSherlocks.ai · 5.7KSherlocks.ai · 3.8KSherlocks.ai · 3.5KSherlocks.ai · 39.2KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$49per month · free tier available
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Free tier
$79per month · free tier available
Free tier
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Free trial
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API access
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Plans
Developer FreeProduction $49/moEnterprise Custom
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Free FreeEnterprise Contact us
Hobby FreePro $79/moTeam $799/moEnterprise Custom
Capabilities input → output
Input
Text
Data
DataText
Data
Output
DataText
DataDocuments
Text
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI APIAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
9
9
8
Monitoring
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Developer tools
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AI observability
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AI system monitoring
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LLM gateway
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Debugging
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Prompt management
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Model routing
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APIs
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Compliance
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Root cause analysis
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Security compliance
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Site reliability management
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API management
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Audit documentation
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Compliance management
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HIPAA compliance
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Iso 27001 guidance
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LLM management
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Application monitoring
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Data privacy compliance
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Kubernetes diagnostics
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Kubernetes troubleshooting
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Prompt security
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Security audits
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Security monitoring
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Triage optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
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Prompts
0
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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.