Chroma vs Qdrant vs LangChain vs Alma by Olivares AI

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

Your tool
Chroma
vs
Competitor 1
Qdrant
Competitor 2
LangChain
Competitor 3
Alma by Olivares AI
Compare
4 tools · best value per row highlighted
Your tool Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Competitor Alma by Olivares AI
olivares.ai
Memory · Agents · Studios An AI that remembers and works for you.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
310.5Kvisits/mo
3.4Mvisits/mo
—
MoM change
—
▲ 0.3%
▲ 0.7%
—
6-month growth
—
-6.1%
+21.0%
—
Global rank web
—
#175,101
#13,384
—
Avg. last 3 months
—
306.8K
3.3M
—
Bounce rate lower is better
—
50%
42%
0%
Pages / visit
—
1.8
6.2
—
Visit duration
—
1m 13s
5m 29s
—
Traffic sources
—
● Direct 75% · ● Referral 24%
● Direct 73% · ● Referral 24%
—
ChromaQdrantLangChainAlma by Olivares AI
0850.7K1.7M2.6M3.4MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M100K1M10MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$250per month · free tier available
Free tier
$39per month · free tier available
$129per month · free tier available
Free tier
Free trial
–
–
–
–
API access
–
–
Plans
Starter FreeTeam $250/moEnterprise Custom
—
Developer FreePlus $39/moEnterprise Custom/mo
Community CustomBusiness $129/moBusiness + Regulated Operations $228/moBusiness Max $585/mo+1 more
Capabilities input → output
Input
DataText
Data
CodeText
Text
Output
Data
Data
Apps
AudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
7
6
8
Developer tools
–
Agents
–
–
Vector databases
–
–
Vector indexes
–
–
LLM development
–
–
Development
–
–
Agent creation
–
–
–
Agent memory
–
–
–
Chatbots
–
–
–
Database search
–
–
–
Databases
–
–
–
Image generation
–
–
–
Music creation
–
–
–
RAG
–
–
–
Self hosted
–
–
–
Video generation
–
–
–
Agent testing
–
–
–
Database management
–
–
–
Report generation
–
–
–
Research
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 3
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.