Pinecone vs Sourcegraph Cody vs Augment Code vs Qdrant

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

Your tool
Pinecone
vs
Competitor 1
Sourcegraph Cody
Competitor 2
Augment Code
Competitor 3
Qdrant
Compare
4 tools · best value per row highlighted
Your tool Pinecone
pinecone.io
Vector database for AI applications
Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Make main Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
434.9Kvisits/mo
185.6Kvisits/mo
—
310.5Kvisits/mo
MoM change
▼ 13.7%
▼ 10.6%
—
▲ 0.3%
6-month growth
-32.9%
-40.6%
—
-6.1%
Global rank web
#85,031
#204,583
—
#175,101
Avg. last 3 months
506.2K
209.7K
—
306.8K
Bounce rate lower is better
41%
42%
—
50%
Pages / visit
4.2
2.9
—
1.8
Visit duration
2m 31s
1m 39s
—
1m 13s
Traffic sources
● Direct 77% · ● Referral 20%
● Direct 91% · ● Referral 7%
—
● Direct 75% · ● Referral 24%
PineconeSourcegraph CodyAugment CodeQdrant
0162K324K486K648KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KSourcegraph 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 · 185.6KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5K100K1MPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KSourcegraph 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 · 185.6KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$20per month · free tier available
$16,000per month
$20per month
Free tier
Free tier
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Free trial
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API access
–
–
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Plans
Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
Enterprise $16,000/yr
Standard $20/moBusiness $100/moEnterprise Custom
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Capabilities input → output
Input
DataText
CodeText
CodeText
Data
Output
Data
Code
Code
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
4
6
7
Coding
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Vector databases
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Databases
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Developer tools
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Development
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Code reviews
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Agents
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Database search
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Testing
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Vector indexes
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Agent creation
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Code analysis
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Code testing
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Database management
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Debugging
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Prompt management
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
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.