| Core Limits | | | | |
| Tracked AI Spend | Up to $5K/mo | Up to $30K/mo | Up to $100K/mo | Unlimited |
| Team Members | 3 (1 owner + 2) | 10 (1 owner + 9) | Unlimited | Unlimited |
| Monitoring & Analytics | | | | |
| Performance Dashboard | ✅ | ✅ | ✅ | ✅ |
| Agent Explorer | ✅ Unlimited agents | ✅ | ✅ | ✅ |
| Team Analytics | ✅ | ✅ | ✅ | ✅ |
| Insights | ✅ | ✅ | ✅ | ✅ |
| Forecasting | ❌ | ❌ | ✅ | ✅ |
| Cost Control | | | | |
| Budget Alerts | ✅ | ✅ | ✅ | ✅ |
| Budget Control (Hard Caps) | ✅ Up to 3 agents | ✅ Up to 20 agents | ✅ Unlimited | ✅ Unlimited |
| LLM Cost Optimizer - Provider Strategy | | | | |
| Inferred (prompted) | ✅ | ✅ | ✅ | ✅ |
| Flexible (any) | ❌ | ✅ | ✅ | ✅ |
| Fixed (select) | ❌ | ✅ | ✅ | ✅ |
| LLM Cost Optimizer - Routing Strategy | | | | |
| Smart (pattern matching) | ✅ | ✅ | ✅ | ✅ |
| Adaptive (AI learning) | ❌ | ❌ | ✅ | ✅ |
| Custom ML logic | ❌ | ❌ | ❌ | ✅ |
| Safety Controls | ✅ Preset | ✅ Configurable | ✅ Configurable | ✅ Configurable |
| Data & Retention | | | | |
| Dashboard Time Views | Today, 7d, 30d, 90d | Today, 7d, 30d, 90d, 1yr | All + Custom | All + Custom |
| Historical Data Storage | 90 days | 1 year | 3 years | Unlimited |
| Data Export | ✅ CSV (manual) | ✅ CSV (manual) | ✅ CSV + API | ✅ Full + Custom |
| Integrations & Access | | | | |
| Slack Integration | ❌ | ✅ | ✅ | ✅ |
| SSO (SAML) | ❌ | ❌ | ✅ | ✅ |
| API Access | ❌ | ❌ | ✅ | ✅ |
| Custom Integrations | ❌ | ❌ | ❌ | ✅ |
| Support | | | | |
| Support Level | Community | Email (48hr) | Priority (24hr) | Dedicated CSM |
| SLA Uptime | ❌ | ❌ | 99.9% | 99.99% (99.999% add-on) |