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CLUSTER WEB-ACROSS-CHEAPEST · 17 ENTRIES · EARLIEST ENTRY 2025-11-10

AI model token cost comparison

This cluster consists of web tools that help developers estimate or compare the token pricing of AI models, often across many providers, to find the cheapest option for a given project or prompt. The dated history is too thin to read a shape from, as only four pre-index entries exist and three members have no source date, so the cluster predates the index or its members are undated. Among traction leaders, nikclas leads with 2 stars, while the other two members have 0 stars.

Entry timeline

ENTRY TIMELINE

NOV 2025: 1FEB 2026: 1MAR 2026: 2AUG 2026: 5SEP 2026: 5OCT 2026: 3
NOV 2025OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 3 ai-built · 1 hand-coded · 13 unlabelled

Operator · 9 hobby · 8 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 17 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01model-vs-market10★6 dayslivehobbyWeb app that compares three AI decision models' probability forecasts against live prediction-market prices for real-money questions.
  2. 02nikclas2★20 daysliveWeb app that compares token prices across AI models to help developers pick the cheapest option for their project.
  3. 03claude-agent-tools1★2 dayslivehobbyDeveloper tool that automatically routes AI coding requests to cheaper or stronger models and displays live agent activity and costs.
  4. 04token-economist1★19 days—hobbyWeb app that estimates monthly costs of AI features from prompt text and usage assumptions, compares model pricing,and recommends cheaper models meeting user-defined quality checks.
  5. 05coding-plan-comparison0★4 dayslivehobbyComparison site that visualizes prices and token quotas of AI coding subscription plans and estimates API costs for developers.
  6. 06scrivo0★21 days—Web app that monitors AI subscription pricing and notifies users when better deals or trials are available, with an assistant for budget comparisons.
  7. 07ai-reality-check0★11 dayslivehobbyWebsite that tracks and fact-checks AI coding tools with sourced, dated pricing and changes to help developers choose.
  8. 08mcp-token-calc0★1 molivehobbyWeb app that estimates token cost of MCP tool-schema JSON input and lists tools by cost.
  9. 09ai-cost-analysis0★3 mo—hobbyWeb calculator that compares AI model and provider token costs against flat-rate subscription plans using sourced, dated pricing data.
  10. 10tokentax0★2 molivehobbyWeb tool that compares pricing across hundreds of AI language models from multiple providers to find the cheapest option.
  11. 11routeiq-ai0★6 mostaleliveWeb platform that routes AI API requests to the most cost-effective language model in real time, reducing costs for startups.
  12. 12vibe-coding-optimization0★11 mostale—hand-codedhobbyWeb app that estimates costs of AI development tools based on app ideas and optimizes prompts for token savings.
  13. 13TokenBudget - LLM Token Counter & Cost Calculator0★unknownliveai-builtWeb app that calculates and compares token costs across 50+ LLM models to help budget API usage.
  14. 14AgentCostCalc — API vs local Mac vs GPU VPS, priced honestly0★unknownliveWeb app that compares monthly cost and benchmark quality of AI coding assistants across cloud, local, and rented GPU options.
  15. 15AI Service Comparison0★unknownliveai-builtWeb app that compares features and pricing of different AI services to help users choose one.
  16. 16AI Token Cost Calculator - Compare LLM API Pricing (GPT, Claude, Gemini)0★unknownliveProvides a free online calculator to estimate monthly API costs by comparing token pricing across dozens of large language models.
  17. 17AI Cost Calculator0★unknownliveai-builtWeb app that compares AI cloud service costs across major providers and helps users optimize their spending.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.