Sherlocks.ai vs Portkey vs Weights & Biases vs Weaviate

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

Your tool
Sherlocks.ai
vs
Competitor 1
Portkey
Competitor 2
Weights & Biases
Competitor 3
Weaviate
Compare
4 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 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 Weights & Biases
wandb.ai
Weights & Biases is an AI developer platform for tracking, evaluating and debugging machine learning models and LLM applications.
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Competitor Weaviate
weaviate.io
Search that understands meaning
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Traffic estimated monthly website traffic
Monthly visits
39.2Kvisits/mo
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—
154.2Kvisits/mo
MoM change
▲ 1,022.6%
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▼ 11.8%
6-month growth
+1,482.1%
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-7.0%
Global rank web
#729,963
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#293,589
Avg. last 3 months
15.5K
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155.7K
Bounce rate lower is better
57%
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41%
Pages / visit
3.8
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1.9
Visit duration
5m 24s
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50s
Traffic sources
● Direct 100%
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● Direct 82% · ● Referral 18%
Sherlocks.aiPortkeyWeights & BiasesWeaviate
056.5K113K169.5K226KSherlocks.ai · 2.5KSherlocks.ai · 3.2KSherlocks.ai · 5.7KSherlocks.ai · 3.8KSherlocks.ai · 3.5KSherlocks.ai · 39.2KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2K1K10K100K1MSherlocks.ai · 2.5KSherlocks.ai · 3.2KSherlocks.ai · 5.7KSherlocks.ai · 3.8KSherlocks.ai · 3.5KSherlocks.ai · 39.2KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$49per month · free tier available
$60per month · free tier available
$45per month · free tier available
Free tier
Free trial
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API access
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Plans
Free FreeEnterprise Contact us
Developer FreeProduction $49/moEnterprise Custom
Free FreePro $60/moEnterprise Custom
Free FreeFlex $45/moPremium $0
Capabilities input → output
Input
DataText
Text
CodeData
DataImagesText
Output
Text
DataText
Data
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Development & CodeProductivity & OfficeAI APIAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
11
8
6
Developer tools
AI observability
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AI system monitoring
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APIs
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LLM development
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Monitoring
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Debugging
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LLM gateway
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Prompt management
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Root cause analysis
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Site reliability management
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Vector databases
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API management
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Databases
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LLM management
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LLM testing
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Model routing
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Model training
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Models management
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Application monitoring
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Generative AI evaluation
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Information retrieval
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Kubernetes diagnostics
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Kubernetes troubleshooting
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Prompt security
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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.