Compare the top platforms for managing and optimizing AI and API spend.
AI costs can spiral out of control quickly. A single poorly optimized prompt or a runaway agent can cost thousands of dollars overnight. Here are the best tools for keeping AI costs under control.
| Tool | Best For | Key Feature | Price |
|---|---|---|---|
| Sipi.bot | Autonomous cost firewall | Real-time spend blocking | $29/mo |
| Helicone | LLM observability | Token tracking | Free-$99/mo |
| Langfuse | Open-source monitoring | Self-hosted | Free |
| Portkey | LLM gateway | Routing + cost control | $49/mo |
Without controls, AI API costs can exceed budget by 10-100x. Common causes: infinite agent loops, verbose prompts, unnecessary model usage (using GPT-4 when GPT-3.5 suffices), and lack of caching.
Sipi.bot — AI spend firewall and autonomous cost optimization. Learn more →