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Floot VS TokenCalculator.dev

Compare Floot VS TokenCalculator.dev and see what are their differences

Floot

Build serious apps with AI without getting stuck

No screenshot yet
Rating
5.0 · 1 review
Alternatives Is it good?
TokenCalculator.dev

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

Rating
0 reviews
Pricing
Open source Free Free trial
Alternatives Is it good?
Zoviz
Zoviz: Professional Logos, Perfectly Personalized Your Brand. Your Story sponsored

Which is more popular?

AI popularity
86% vs 14%
alternatives listed
137 vs 3

Base details

Website, pricing, platforms and company facts side by side.

Floot
TokenCalculator.dev
Website floot.com tokencalculator.dev
Pricing
Official pricing
Open source Free Free trial Official pricing
Platforms —
N8n REST API NPM Activepieces +1
Company — Startup from India · 1 - 9 employees · 2026
Listed in
Application Builder No Code AI Design Tools +1
LLM Observability AI AI Tools LLM +1

About Floot and TokenCalculator.dev

In their own words, as submitted to SaaSHub.

Floot
TokenCalculator.dev

No description of Floot yet.

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...

Read more about TokenCalculator.dev

Features and specs

What each product offers, as listed by its team.

Floot 4 features
TokenCalculator.dev 5 features
  • User Friendly Interface
    Floot offers an intuitive and easy-to-navigate interface, making it accessible for users of all tech proficiency levels.
  • Comprehensive Features
    Floot provides a wide range of features that cater to various needs, ensuring users have all the tools they need in one platform.
  • Strong Customer Support
    The platform is known for its reliable customer support, providing quick and effective solutions to user inquiries and issues.
  • Regular Updates
    Floot is frequently updated with new features and improvements, ensuring the platform remains relevant and up-to-date with user demands.

Possible disadvantages

  • Cost
    Depending on the plan chosen, Floot can be relatively expensive, which might not be suitable for users with a tight budget.
  • Learning Curve
    Despite its user-friendly design, new users might need some time to fully adapt to and take advantage of all the features offered by Floot.
  • Limited Offline Access
    Floot's functionality is heavily reliant on internet connectivity, making it less useful in areas with unstable or no internet access.
  • Integration Challenges
    Some users have reported difficulties when trying to integrate Floot with other third-party applications and services.
  • 100% Client-Side Privacy
    Calculates tokens and costs entirely in the browser with zero server uploads or prompt logging.
  • Multi-Modal Vision Token Estimation
    Measures image tokens for PNG, JPEG, WebP, and GIF using official tile, patch, and media rules.
  • Document & Code Ingestion
    Extracts text and counts tokens from local PDF, DOCX, and codebase files across 20+ languages up to 12 MB.
  • Multi-Model Cost Comparison
    Live context-window fit and API cost estimation across OpenAI, Claude, Gemini, and DeepSeek.
  • Exact BPE Tokenization
    Uses local o200k_base BPE tokenization alongside deterministic provider-calibrated projections.

Analysis

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

Floot
TokenCalculator.dev

Overall verdict

  • Floot appears to be a capable platform, though as with any service its value depends on your specific needs, budget, and how well its features align with your goals.

Why this product is good

  • Offers a focused set of features designed to solve specific user problems efficiently
  • May provide a user-friendly experience that reduces the learning curve for new users
  • Could offer competitive pricing or flexible plans suited to different budgets
  • Potentially includes reliable customer support and regular updates

Recommended for

  • Individuals or teams looking for a streamlined tool to address their particular workflow needs
  • Small to medium businesses seeking an affordable and easy-to-use solution
  • Users who value simplicity and prefer a focused product over feature-heavy alternatives
  • Anyone wanting to trial the service before committing, to verify it fits their use case

No analysis of TokenCalculator.dev yet.

Videos

Walkthroughs and reviews on video.

Floot 2 videos + Add
TokenCalculator.dev 0 videos + Add

This NEW Vibe Coding App is BETTER Than Base 44! (Floot Review)

More videos

  • - Floot helps non-coders build full-stack apps with AI

No TokenCalculator.dev videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Floot
TokenCalculator.dev
86% 86%
AI
14% 14%
0% 0%
LLM Observability
100% 100%
100% 100%
No Code
0% 0%
100% 100%
Developer Tools
0% 0%

Questions & Answers

As answered by people managing Floot and TokenCalculator.dev.

What makes your product unique?

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.

Why should a person choose your product over its competitors?

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.

How would you describe the primary audience of your product?

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.

What's the story behind your product?

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.

Which are the primary technologies used for building your product?

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.

Who are some of the biggest customers of your product?

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

User comments

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Floot 5.0 · 1 review
TokenCalculator.dev no reviews yet

We have no reviews of TokenCalculator.dev yet. Be the first one to post

Alternatives to Floot and TokenCalculator.dev

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