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LLM Cost Calculator
Helicone AI
Count LLM tokens and estimate API cost from text, PDF, DOCX, code, data files, and images with privacy-first browser-based processing.

Claude Code
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Google Antigravity
Codex 3.0 by OpenAI
warp by spolu
Lovable
The AI-first Code Editor. Build software faster in an editor designed for pair-programming with AI.

Which is more popular?
Based on our record, Cursor seems to be more popular. It has been mentioned 15 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | tokencalculator.dev | cursor.com |
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| Company | Startup from India · 1 - 9 employees · 2026 | — |
| Listed in |
In their own words, as submitted to SaaSHub.


TokenCalculator.dev is a privacy-first, 100% browser-based LLM token counter and API cost estimator designed for AI engineers, developers, and product teams. Unlike conventional text-only calculators that require uploading sensitive prompts to third-party servers, TokenCalculator.dev processes...
No description of Cursor yet.
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


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Overall verdict
Why this product is good
Recommended for
Cursor is recommended for small to medium-sized businesses looking for an efficient customer relationship management (CRM) solution. It's ideal for teams that need an integrated system to manage customer interactions, support operations, and sales tracking.
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Why I QUIT VS Code for Cursor AI (Honest Review + Beginner Tutorial)
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing TokenCalculator.dev and Cursor.
TokenCalculator.dev's answer
TokenCalculator.dev is a 100% browser-based, privacy-first token counter and API cost estimator that handles multimodal payloads without sending data to a server. Unlike conventional text-only counters, it processes pasted text, local documents (PDF, DOCX, and code in 20+ languages up to 12 MB), and image files (PNG, JPEG, WebP, GIF) entirely on the client side across OpenAI, Claude, Gemini, and DeepSeek.
TokenCalculator.dev's answer
Most token counters either require pasting text into third-party cloud servers or only support basic text inputs for a single provider. TokenCalculator.dev guarantees zero prompt or document retention, supports direct document parsing (PDF/Word/code) and visual tile/patch token calculations, and lets you compare live input costs and context-window fits across four major frontier providers simultaneously.
TokenCalculator.dev's answer
AI engineers, software developers, technical product managers, and researchers who build LLM-powered applications, design RAG pipelines, or manage API token budgets and context window limits.
TokenCalculator.dev's answer
Developers frequently face unexpected API costs, context overflow errors, and privacy concerns when testing prompts and document payloads with online token tools. TokenCalculator.dev was created to provide a fast, transparent, and completely offline-capable developer utility that reliably measures realistic production payloads—including codebases, documents, and images—without compromising sensitive data.
TokenCalculator.dev's answer
Built with modern web technologies using TypeScript and WebAssembly/JavaScript for client-side BPE tokenization (o200k_base), browser-native text extraction parsers for PDF and DOCX, client-side Canvas APIs for image dimension inspection, and integrated model pricing metadata.
TokenCalculator.dev's answer
Independent AI Engineers & Full-Stack Developers RAG & Agentic Workflow Builders Open-Source Software Contributors Tech Startups budgeting multi-model API deployments
Share your experience with using TokenCalculator.dev and Cursor. For example, how are they different and which one is better?
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Cursor AI integrates advanced AI capabilities through OpenAI’s ChatGPT and Claude. This integration allows Cursor AI to offer intelligent code suggestions, automated error detection, and dynamic code optimization.
The gap between Cursor and Windsurf is narrow and closing fast. While Cursor wins for now based on slightly better overall results and stability, Windsurf's rapid development and polished experience make it a...
Cursor's tab completion is pretty wild. It'll suggest multiple lines of code, and it's looking at your whole project to make those suggestions. For TypeScript and Python files - when Tab suggests an unimported symbol,...
Recommendations tracked on public social media and blogs since March 2021.


Tracking TokenCalculator.dev since Sep 2026.
A year ago I wrote about AI-assisted development with Copilot, and that post was mostly about instruction files and chat modes inside the editor. Today I run Claude Code, Codex and Cursor side by side every day. Not only for code: Grok... - Source: dev.to / 2 days ago
One tool that has made this distinction interesting is Cursor. - Source: dev.to / 6 days ago
That's the job of an Agent Skill (a folder of instructions your coding agent loads when it needs them) for Claude Code, Cursor and Codex, installed with npx skills add enmerasoftware/ai-design-check. - Source: dev.to / 8 days ago
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