Qdrant vs Pinecone vs OpenAI Codex CLI vs Claude Code

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

Your tool
Qdrant
vs
Competitor 1
Pinecone
Competitor 2
OpenAI Codex CLI
Competitor 3
Claude Code
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
Remove
Competitor Pinecone
pinecone.io
Vector database for AI applications
Make main Remove
Competitor OpenAI Codex CLI
developers.openai.com
OpenAI Codex CLI brings the Codex coding agent to the terminal and to scripts.
Make main Remove
Competitor Claude Code
claude.com
Every plan tier hits usage limits
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
434.9Kvisits/mo
—
123.5Mvisits/mo
MoM change
▲ 0.3%
▼ 13.7%
—
▼ 6.8%
6-month growth
-6.1%
-32.9%
—
+106.6%
Global rank web
#175,101
#85,031
—
#434
Avg. last 3 months
306.8K
506.2K
—
125.2M
Bounce rate lower is better
50%
41%
—
64%
Pages / visit
1.8
4.2
—
2.2
Visit duration
1m 13s
2m 31s
—
2m 36s
Traffic sources
● Direct 75% · ● Referral 24%
● Direct 77% · ● Referral 20%
—
● Direct 82% · ● Referral 15%
QdrantPineconeOpenAI Codex CLIClaude Code
035M69.9M104.9M139.9MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5M100K1M10M100M1BQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
Free tier
$20per month · free tier available
—
$17per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
–
–
Plans
—
Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
GPT-6-Astra $10GPT-6.1-Sol $2GPT-6-Luna $0.10GPT-Live-1 $0.05/minute+1 more
Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
Capabilities input → output
Input
Data
DataText
CodeImagesText
CodeText
Output
Data
Data
Code
Code
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
4
2
6
Developer tools
–
Development
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Coding
–
–
Vector databases
–
–
Databases
–
–
Agents
–
–
–
Code analysis
–
–
–
Code reviews
–
–
–
Database search
–
–
–
Debugging
–
–
–
Vector indexes
–
–
–
Database management
–
–
–
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
2
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.