BigML
End to end machine learning platform with GUI and REST API that covers data prep modeling evaluation deployment and governance for cloud or on premises use.
Pricing Free trial, contact sales
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 BigML
machine-learningautomldeploymentsgovernancecloud
Shared
api
Only in Diffbot
extractionknowledge-graphcrawlsearch
Key Features
BigML
- • GUI and REST API for the full ML lifecycle with reproducible resources
- • AutoML and ensembles
- • Time series anomaly detection clustering and topic modeling
- • WhizzML to script and share pipelines
- • Versioned immutable resources
- • Organizations with roles projects and dashboards
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
BigML
- → Stand up a governed ML workflow
- → Automate repeatable training and evaluation with WhizzML
- → Detect anomalies for risk monitoring
- → Forecast demand with time series
- → Cluster customers and products
- → Embed predictions through the REST API
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
BigML
Data scientists, analytics engineers, and ML platform teams who want a standardized GUI plus API approach to build govern and deploy models
Diffbot
growth teams researchers data engineers SaaS builders and marketplaces that need structured web data without maintaining crawlers
Capabilities
BigML
AutoML and Models Professional
Pipelines with WhizzML Professional
Cloud or Private Enterprise
Versioning and Roles Professional
Diffbot
Auto parsers Professional
Entity search Professional
Crawl and Bulk Enterprise
Credits and SDKs Intermediate
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