Pinecone vs CodeGPT vs Sourcegraph Cody vs LangChain

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

Your tool
Pinecone
vs
Competitor 1
CodeGPT
Competitor 2
Sourcegraph Cody
Competitor 3
LangChain
Compare
4 tools · best value per row highlighted
Your tool Pinecone
pinecone.io
Vector database for AI applications
Remove
Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
434.9Kvisits/mo
188.3Kvisits/mo
185.6Kvisits/mo
3.4Mvisits/mo
MoM change
▼ 13.7%
▲ 0.8%
▼ 10.6%
▲ 0.7%
6-month growth
-32.9%
-37.2%
-40.6%
+21.0%
Global rank web
#85,031
#251,957
#204,583
#13,384
Avg. last 3 months
506.2K
196.6K
209.7K
3.3M
Bounce rate lower is better
41%
43%
42%
42%
Pages / visit
4.2
1.9
2.9
6.2
Visit duration
2m 31s
38s
1m 39s
5m 29s
Traffic sources
● Direct 77% · ● Referral 20%
● Direct 58% · ● Referral 42%
● Direct 91% · ● Referral 7%
● Direct 73% · ● Referral 24%
PineconeCodeGPTSourcegraph CodyLangChain
0850.7K1.7M2.6M3.4MPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M100K1M10MPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$20per month · free tier available
$9per month · free tier available
$16,000per month
$39per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Enterprise $16,000/yr
Developer FreePlus $39/moEnterprise Custom/mo
Capabilities input → output
Input
DataText
CodeText
CodeText
CodeText
Output
Data
Code
Code
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
3
4
6
Coding
–
–
Developer tools
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–
Debugging
–
–
Development
–
–
Agent creation
–
–
–
Agents
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–
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Databases
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–
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LLM development
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–
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Vector databases
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–
–
Agent testing
–
–
–
Code analysis
–
–
–
MCP
–
–
–
Prompt management
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
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.