Detailed comparison across 10 dimensions
Winner: Confident AI
Confident AI clearly comes out ahead of Arize AI on Staquest's weighted six-dimension score. Both offer a free tier. Paid plans start at $50/mo for Arize AI and $19.99/mo for Confident AI.
| Overview | ||
|---|---|---|
| Type | ai tool | ai tool |
| Company | Arize AI | Confident AI |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Trending | Stable | Stable |
| Industries | DevelopmentEducation & EdTechAI & Machine LearningSaaS & Cloud | DevelopmentData & AnalyticsAI & Machine LearningSaaS & Cloud |
| Categories | observability-apm | ai-agents-frameworks |
| Website | Visit | Visit |
Confident AI
open source
freemium
custom
freemium
per user
per user
custom
| Feature | arize-ai | confident-ai |
|---|---|---|
| Email Support | ||
| Alyx (Arize Agent) | ||
| Advanced Ai App Authentication Options | ||
| Community Support | ||
| Annotate Evaluation Datasets On The Cloud | ||
| Dedicated Support | ||
| Auto-Categorize Traces | ||
| Everything In Ax Free | ||
| Auto-Curate Datasets From Traces | ||
| Everything In Ax Pro | ||
| Chat Simulations | ||
| Higher Rate Limits | ||
| Community And Documentation Support | ||
| Ingestion Volume: User Managed | ||
| Custom Metrics For Any Use Case | ||
| Longer Retention | ||
| Custom Roles And Permissions Management | ||
| Online Evals | ||
| Dataset Backup And Version History | ||
| Product Observability (Monitors & Custom Metrics) | ||
| Dedicated Support Channel | ||
| Projects: User Managed | ||
| Deepeval Testing Reports On Confident Ai | ||
| Retention: User Managed | ||
| Evals In Development And Ci/Cd | ||
| Soc2 Reports And Hipaa | ||
| Feature Prioritization | ||
| Support Add-On: Dedicated Support | ||
| Full Api Access | ||
| Trace Spans: User Managed |
Showing 30 of 30 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, Confident AI comes out ahead overall, though Arize AI can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Arize AI's paid plans start at $50/mo and Confident AI's start at $19.99/mo, so Confident AI is the lower entry price. Check the pricing comparison for higher tiers and per-seat costs.
Both Arize AI and Confident AI offer a free tier.
Confident AI scores higher on pricing value in Staquest's analysis. It is the highest-weighted dimension in this comparison.
