AI Sentiment & Tone Analyzer

Detect positive / negative sentiment or 28 fine-grained emotions (joy, anger, sadness, gratitude...) — runs entirely in your browser. Private, fast, no upload.

This AI sentiment & tone analyzer runs entirely in your browser. Your text is never uploaded to any server.

Analyze Text

0 characters

Runs entirely in your browser. Your data never leaves your device.

How It Works

When you click Analyze Text, three things happen — all locally, all in your browser:

  1. Model load — Selected model downloaded from CDN and cached in IndexedDB.
  2. Tokenization — Text converted into subword tokens.
  3. Classification — POSITIVE/NEGATIVE or 28 emotions depending on mode.

Frequently Asked Questions

Is my text uploaded to a server?

No. Runs entirely in your browser with WebAssembly.

Which mode should I use?

Simple for quick POS/NEG. Detailed for 28 nuanced emotions.

Can I analyze multiple texts?

Yes. Batch mode — one text per line. Export CSV.

Our Test Data

We evaluated both modes on labeled English sentences.

MetricSimple (DistilBERT)Detailed (Lexicon)
Model / data size~67MB<10KB (in-page JS)
Accuracy92.3% (SST-2)N/A (8 emotions, not 1)
Emotion coveragePOS/NEG only8 NRC-style emotions
Inference time~28ms / text<1ms / text
Cold start~5s model download0s (instant)
InterpretableNo (black box)Yes (matched words visible)

Last verified: September 2026. The lexicon mode is intentionally lightweight — it trades fine-grained coverage for instant, zero-download execution.

When Not To Use This Tool