Category
Building with AI
Designing, budgeting, and shipping AI features without runaway costs.
The 8 Best AI Tools & Chrome Extensions to Use With Claude in 2026
The best AI tools and Chrome extensions to pair with Claude in 2026, ranked and tested for real work — Nodea's branching canvas, Sider, Monica, Perplexity, Merlin, and more.
June 30, 2026
How Much Does an AI Chatbot Cost to Run in 2026? Full Worked Example
I priced the same 10,000-conversation support chatbot on ten different models. The answers ranged from $11 to $810 a month — here's the complete math.
June 11, 2026
How TokenRate Keeps 200+ LLM Prices Accurate (And What Broke Along the Way)
A transparency post: the exact pipeline behind this site's pricing data — daily syncs, quality-score merging, the bugs I've shipped, and what I do when sources disagree.
June 11, 2026
Reducing Hallucinations Without Blowing Your Token Budget
Balance accuracy with API costs: proven strategies to minimize LLM hallucinations while controlling token spend and maximizing ROI.
May 29, 2026
Token Counting Tools Every LLM Developer Should Know
Essential token counting tools and techniques for managing API costs. Learn how to accurately count tokens across Claude, GPT-4, and other LLMs.
May 28, 2026
How to Build Multi-Model Routing With Quality Scores (And Stop Overpaying)
Practical guide to building a multi-model LLM router using TokenRate's quality scores and value column. Cut AI costs 60–80% without sacrificing quality.
May 28, 2026
How to Pick an LLM by Quality Score and Cost: A Practical Framework
A 5-step framework for picking the right LLM by quality score and cost in 2026 — using TokenRate's Filter panel, Value column, and Compare Prices tool together.
May 28, 2026
Compare AI Model Prices Side by Side: A New Tool for Multi-Model Cost Analysis
Use TokenRate's new Compare Prices tool to pick specific Claude, GPT, Gemini, Llama, DeepSeek, Mistral, and Grok models and see their input, output, and context-window pricing in a side-by-side grid.
May 28, 2026
How to Calculate AI API Cost Per User for Your SaaS Product
Learn the exact formula to calculate per-user AI API costs for your SaaS. Includes pricing breakdown for GPT-4, Claude, and Llama models.
May 28, 2026
AI Agent Loops and Cost Spirals: How to Keep Agentic Workflows Cheap
Learn how to control AI agent costs and prevent expensive token loops. Strategies for efficient agentic workflows and cost monitoring.
May 26, 2026
How to Build a Cost Monitor for Your AI Application
Learn to implement real-time cost monitoring for AI APIs. Track token usage, set budgets, and optimize spending with practical code examples.
May 26, 2026
Building Cost-Efficient RAG Pipelines: Token Strategies That Work
Learn practical token optimization strategies for RAG systems. Reduce API costs while maintaining quality through smart chunking, caching, and model selection.
May 25, 2026
Building a Cost-Aware AI Agent That Stays Within Budget
Learn how to build AI agents that monitor token usage and stay within budget limits using TokenRate tools and best practices.
May 23, 2026
How to Pick the Right AI Model for Your Budget
Learn how to select the best AI model for your budget. Compare pricing, performance, and use cases to maximize ROI on API costs.
May 23, 2026