Chroma vs Diffbot

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Chroma

Chroma

Open-source vector database with a managed cloud. Offers vector, keyword, and regex search with simple client libraries, usage-based pricing, and team plans for production apps.

Pricing Free / $250 per month
Category data
Difficulty Beginner
Type Web App
Status Active
D

Diffbot

Structured web data platform that crawls the public web and exposes automatic extraction, knowledge graph, and search via API with free and paid plans.

Pricing Free / $299 per month
Category data
Difficulty Beginner
Type Web App
Status Active

Feature Tags Comparison

Only in Chroma

vector-dbragembeddingsmanagedopensource

Shared

search

Only in Diffbot

extractionknowledge-graphapicrawl

Key Features

Chroma

  • • Open-source core with identical APIs on managed Cloud
  • • Vector
  • • keyword
  • • and regex search for hybrid retrieval
  • • Usage-based pricing with a $0 starter and team plan
  • • Simple client libraries and docs for quick prototyping

Diffbot

  • • Automatic article and product extraction without custom rules
  • • Bulk extract and crawl capabilities for large scale coverage
  • • Global Knowledge Graph search and enrich endpoints
  • • Entity resolution and deduplication across sources
  • • REST APIs with SDKs and usage dashboards
  • • Flexible credits model that scales with volume

Use Cases

Chroma

  • → RAG backends for chat and agents with hybrid filters
  • → Semantic search for docs
  • → notes
  • → and support portals
  • → Product search blending vector and keywords for relevance
  • → Analytics on unstructured text with metadata slicing

Diffbot

  • → Enrich company and contact records for sales intelligence
  • → Track competitor product pages for price and spec changes
  • → Build vertical search on top of structured entities
  • → Assemble market maps by querying the Knowledge Graph
  • → Monitor news and blogs for emerging topics at scale
  • → Power research portals with fact level search

Perfect For

Chroma

developers data engineers and platform teams building RAG search and analytics who need an OSS path and a managed cloud with predictable pricing

Diffbot

growth teams researchers data engineers SaaS builders and marketplaces that need structured web data without maintaining crawlers

Capabilities

Chroma

Collections and Queries Professional
Managed Cloud Professional
Hybrid Search Intermediate
Observability and Roles Intermediate

Diffbot

Auto parsers Professional
Entity search Professional
Crawl and Bulk Enterprise
Credits and SDKs Intermediate

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