Feature	CM Studio+	Coptis	Cosmetri	Good Face Project
AI Formulator	✅	❌	❌	✅ (limited)
Deformulation Tool	✅	❌	❌	❌
Built-in Marketplace	✅	❌	❌	❌
Collaboration Tools	✅	✅	✅	✅
Regulatory Database	✅	✅	✅	✅
Price	Free Core	$$$	$$	$$
Built by Contract Manufacturers	✅	❌	❌	❌