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Estimate token count and LLM API cost for any text. Paste content and get instant token estimates with per-model pricing breakdown and token visualization.
Ai
Eight instruments for reading audio provenance — waveform dynamics, spectrogram, spectral profile, noise floor, MFCC trajectory, dynamics, spectral flux, and feature summary. A teaching tool for understanding how statistical audio analysis works.
Visualise high-dimensional embeddings in 3D and compare PCA vs UMAP projection. Mammoth point cloud, Fashion MNIST image embeddings, GloVe word vectors, and real blog post sentence embeddings — all precomputed, instant switching.
A real-time behavioral profiler. The machine learns your patterns as you type — then tells you how human you look.
Eight client-side instruments for reading image provenance — from EXIF metadata to frequency analysis, edge coherence, colour distribution, and texture statistics.
A full client-side pipeline for AI music video production. From StoryDirection to per-cut ScreenplayClip prompts — LightNovel expansion, ScreenplayFull, DirectorSampledFrames, and per-cut video prompts with seed image references.
Four instruments for reading your own writing — Zipf fingerprint, predictability waveform, vocabulary drift, and cognitive framing analysis. A teaching tool for understanding how forensic stylometry works, not a production classifier.
A structured prompt builder for Suno AI music generation. Pick instruments, song sections, and transitions — get a copy-ready prompt optimized for Suno's Lyrics field.
Learn customer profiling for gacha games using behavioral data, player segmentation, and clustering algorithms. Build player segmentation models to identify whales, sharks, and dolphins from spending patterns.
Business
Learn customer profiling for SaaS businesses using behavioral data, clustering algorithms, and feature engineering. Build user segmentation models without ground truth labels.
MRP simulator to understand inventory, demand forecasting, and supply chain optimization
Basic ERP to understand restaurant businesses