The Complete Guide to LLM API Cost Management
Token prices fell 50x/year. Bills are up 36%. Here's the full guide to taking back control of your LLM API spend.
Read article →
DeepSeek vs GPT-4o: Real Cost Comparison for Production Apps
18x cheaper on input. But is DeepSeek actually good enough for production? Real benchmarks and cost math inside.
Read article →
Getting Started with Tokonomics: 5-Minute Setup
One URL change. Any language, any LLM provider. Start tracking costs and budget alerts in minutes.
Read article →
GPT-4o vs GPT-4o-mini: 17x Price Gap Explained
Paying 17x more for GPT-4o? Here's exactly what you get — and what you don't.
Read article →
Best Helicone Alternatives in 2026
Helicone is in maintenance mode. Here are 6 better alternatives with real pricing and honest verdicts.
Read article →
Helicone vs Tokonomics: Which LLM Cost Tool Wins?
Helicone for observability. Tokonomics for budget control. Full comparison including pricing, features, and migration steps.
Read article →
GPT-4o Cost: Real Breakdown for Developers
GPT-4o costs $2.50/1M input tokens and $10/1M output. Real cost breakdown with scale estimates and optimization strategies.
Read article →
How Tokonomics Works: LLM Cost Metering Explained
Drop-in proxy. Zero prompt storage. Real-time cost tracking per feature and tenant.
Read article →
How to Set Hard Spending Caps on Any LLM API
Teams without real-time caps overspend by 23% on average. Here's how to build Redis-based hard caps at the proxy layer.
Read article →
How to Add LLM Budget Alerts to Any App
Teams without real-time alerts overspend by 23% on average. Here's how to set up a 3-tier alert ladder that catches spikes early.
Read article →
LLM Cost Monitoring Tools Compared: 2026 Guide
The honest 2026 guide to LLM cost monitoring tools. Helicone acquired, OpenMeter gone. Here's what actually works.
Read article →
LLM Cost Optimization: 8 Proven Strategies
Stack these 8 techniques to achieve 85%+ total cost reduction in production. Here's the data.
Read article →
LLM Model Comparison 2026: Cost, Quality, Speed
GPT-4.1 vs Claude Sonnet vs Gemini 2.5 vs DeepSeek — full comparison with real benchmark data and production cost math.
Read article →
LLM Cost Tracking: Proxy vs SDK — Full Tradeoffs
The honest comparison. Teams using proxy-based tracking catch 23% more cost anomalies. Here's why — and when SDK is actually the right call.
Read article →
Multi-Tenant LLM Cost Isolation Guide
5% of your customers using 80% of your AI budget is a problem you can't see without per-tenant tracking.
Read article →