Detailed comparison across 10 dimensions
Winner: HoneyHive
HoneyHive clearly comes out ahead of Arize AI on Staquest's weighted six-dimension score. Both offer a free tier. Arize AI's paid plans start at $50/mo.
| Overview | ||
|---|---|---|
| Type | ai tool | ai tool |
| Company | Arize AI | HoneyHive |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Trending | Stable | Stable |
| Industries | DevelopmentEducation & EdTechAI & Machine LearningSaaS & Cloud | DevelopmentMarketingSaaS & Cloud |
| Categories | observability-apm | ai-chatbotai-agents-frameworks |
| Website | Visit | Visit |
HoneyHive
open source
freemium
custom
freemium
custom
| Feature | arize-ai | honeyhive |
|---|---|---|
| Dedicated Support | ||
| Alyx (Arize Agent) | ||
| Access To Core Platform Features For Individual Developers | ||
| Community Support | ||
| Enterprise-Grade Hosting Options | ||
| Email Support | ||
| Higher Usage Limits | ||
| Everything In Ax Free | ||
| Powerful Capabilities For Scaling Teams | ||
| Everything In Ax Pro | ||
| Self-Hosting | ||
| Higher Rate Limits | ||
| Ingestion Volume: User Managed | ||
| Longer Retention | ||
| Online Evals | ||
| Product Observability (Monitors & Custom Metrics) | ||
| Projects: User Managed | ||
| Retention: User Managed | ||
| Soc2 Reports And Hipaa | ||
| Support Add-On: Dedicated Support | ||
| Trace Spans: User Managed | ||
| Training Sessions | ||
| Uptime Sla |
Showing 23 of 23 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, HoneyHive comes out ahead overall, though Arize AI can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Both Arize AI and HoneyHive offer a free tier.
HoneyHive scores higher on pricing value in Staquest's analysis. It is the highest-weighted dimension in this comparison.
Arize AI is open source. The feature comparison and dimension scores above cover the full breakdown.
