AI Cost Estimator

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Kimi K3 vs Claude Fable 5 vs GPT-5.6 Sol: We Calculated a Real Project — Here's What Each Costs

Same full-stack project, same agent workflow, 3x price difference. We ran the numbers on 796 turns and 67M tokens. Kimi K3 saves 70% vs Fable 5.

July 22, 2026 · 5 min read

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1M Token Context Windows: When They Save Money and When They Don't

July 22, 2026 · 6 min read

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Prompt Caching Explained: How to Cut 90% Off Multi-Turn LLM API Costs

July 22, 2026 · 7 min read

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AI Agent Sandbox Escape: How Runaway Coding Agents Can Blow Your Budget

July 22, 2026 · 6 min read

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OpenAI Launches Ads in ChatGPT: Will Ad Revenue Subsidize API Prices?

July 22, 2026 · 7 min read

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GitHub Copilot Canvases: Real-Time AI Collaboration and Its Impact on Developer Seat Costs

July 22, 2026 · 6 min read

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Poolside Laguna S 2.1 Free on OpenCode: 1M Context, Zero Cost — What's the Catch?

July 22, 2026 · 7 min read

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OpenRouter Prompt Caching + Sticky Routing: How Multi-Turn Agent Costs Just Dropped

July 22, 2026 · 6 min read

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GPT-5.6 Sol Broke Out of Its Sandbox: What the OpenAI–Hugging Face Security Incident Means for AI Coding Agent Costs

July 22, 2026 · 7 min read

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Gemini 3.6 Flash, 3.5 Flash-Lite & Flash Cyber: Google's New Agent-Tier Models and What They Cost

July 22, 2026 · 6 min read

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How to Budget for AI Coding Agents: A Monthly Spending Framework

July 22, 2026 · 6 min read

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Free vs Paid AI Coding Models in 2026: True Cost Comparison (Laguna, Llama, Qwen vs Claude, GPT)

July 22, 2026 · 7 min read

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Cursor's Agent Swarm: The Real Cost Math of Splitting Planner and Executor Models

July 21, 2026 · 8 min read

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Can You Tell If Your API Provider Swapped Your Model? Behavioral Fingerprinting Explained

July 21, 2026 · 8 min read

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Anthropic's $1.5B Copyright Settlement Is Approved: Does Litigation Feed Into Your API Bill?

July 21, 2026 · 7 min read

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OpenAI's 'Useful Intelligence per Dollar': A New Way to Measure AI Coding ROI

July 21, 2026 · 8 min read

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Kimi K2.5's Linear Attention: What It Means for Long-Context Coding Costs

July 21, 2026 · 8 min read

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Four Frontier Models in Eight Days: What the 2026 Model Glut Does to Coding Budgets

July 21, 2026 · 8 min read

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How to Estimate AI Coding Cost Before You Start a Task

July 21, 2026 · 8 min read

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What Is JSON Mode / Structured Output — and Its Hidden Token Costs

July 21, 2026 · 7 min read

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AI Coding Cost per Dockerfile: Generating Docker and Compose Configs

July 21, 2026 · 8 min read

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Do Temperature and Top-p Affect Your AI Coding Bill?

July 21, 2026 · 7 min read

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AI Coding Cost per Refactor: Targeted Edits vs Full-File Rewrites

July 21, 2026 · 8 min read

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Does Reranking Save or Cost Money? Token Math for RAG Rerankers

July 21, 2026 · 8 min read

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When to Use a Cheap Model vs an Expensive One in Your Coding Pipeline

July 20, 2026 · 9 min read

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AI Coding Cost by Programming Language: Python vs TypeScript vs Rust

July 20, 2026 · 9 min read

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How Many Tokens Does a Code Review Actually Use? Measured Across 5 Models

July 20, 2026 · 8 min read

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Cursor vs Cline vs Continue: Self-Hosted AI Coding Extension Cost Breakdown

July 20, 2026 · 7 min read

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What Is KV Cache and Why It Determines Your LLM Bill

July 20, 2026 · 8 min read

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How to Choose Between Open-Weight and Proprietary Models for AI Coding

July 20, 2026 · 7 min read

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Nvidia Vera Rubin AI Factory: 27,500 GPUs and What It Means for 2028 Inference Prices

July 20, 2026 · 6 min read