Haystack vs LlamaIndex vs Reducto vs Pinecone

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

Your tool
Haystack
vs
Competitor 1
LlamaIndex
Competitor 2
Reducto
Competitor 3
Pinecone
Compare
4 tools · best value per row highlighted
Your tool Haystack
haystack.deepset.ai
Haystack is an open-source AI orchestration framework from deepset for building production-grade LLM applications and agents.
Remove
Competitor LlamaIndex
llamaindex.ai
Connect AI to your data
Make main Remove
Competitor Reducto
reducto.ai
Reducto is an agentic document platform that converts complex files into clean, structured data for AI applications.
Make main Remove
Competitor Pinecone
pinecone.io
Vector database for AI applications
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
324Kvisits/mo
—
434.9Kvisits/mo
MoM change
—
▼ 21.0%
—
▼ 13.7%
6-month growth
—
-29.5%
—
-32.9%
Global rank web
—
#118,014
—
#85,031
Avg. last 3 months
—
398.3K
—
506.2K
Bounce rate lower is better
—
46%
—
41%
Pages / visit
—
2.8
—
4.2
Visit duration
—
1m 57s
—
2m 31s
Traffic sources
—
● Direct 74% · ● Referral 20%
—
● Direct 77% · ● Referral 20%
HaystackLlamaIndexReductoPinecone
0162K324K486K648KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9K100K1MLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
—
Freemium
—
Freemium
Starting price
—
Free tier
—
$20per month · free tier available
Free tier
–
–
Free trial
–
–
–
API access
–
–
Plans
—
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
Standard CustomGrowth CustomEnterprise Custom
Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
Capabilities input → output
Input
CodeDocuments
DocumentsImages
DocumentsImages
DataText
Output
Apps
DataText
DataDocuments
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
12
13
4
Developer tools
Data extraction
–
–
Document data extraction
–
–
Document processing
–
–
Agents
–
–
LLM development
–
–
OCR
–
–
Text extraction
–
–
Development
–
–
Agent creation
–
–
–
Databases
–
–
–
RAG
–
–
–
Vector databases
–
–
–
APIs
–
–
–
Data structuring
–
–
–
Document analysis
–
–
–
Agent memory
–
–
–
Document organization
–
–
–
Financial document analysis
–
–
–
Information retrieval
–
–
–
Invoice data extraction
–
–
–
Medical data extraction
–
–
–
Sec filings analysis
–
–
–
Self hosted
–
–
–
Workflows
–
–
–
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
–
–
–
–

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.