Best textual data modeling tools tools in 2025

Google Natural Language API

Analyze text for insights and sentiment with advanced machine learning.

TextBlob

Python library for text analysis and sentiment evaluation.

Bag Of Words

Extracts insights from text data for informed decision-making.

DatumBox

AI-driven text analysis for insightful business decisions.

NLTK

Comprehensive library for natural language processing tasks.

Watson Natural Language Understanding

Analyze text data for insights and sentiment.

Proxem Text Analysis

Advanced text analysis for customer insights and market trends.

InfraNodus

Visualizes and analyzes text data to uncover insights.

Google BERT

Advanced language processing model for understanding text.

T5

Transforms various language tasks into a unified text format.

Scribebuddy

Convert audio and video into text with high accuracy.

Free + from $16.99/1200 minutes
open
ScriptMe

Quickly transcribe audio and video files into text.

Ebby

Automatic transcription for audio and video files.

Scribie

Accurate transcription service for audio and video content.

SBERT

Transforms sentences into numerical representations for analysis.

Konch

AI-driven transcription and translation for audio and video files.

Yandex YaLM

Advanced language model for generating human-like text.

Kaldi Speech-to-Text

Advanced framework for creating customized speech recognition models.

Textless NLP

Innovative technology for audio-based natural language processing.

Andes

Marketplace for integrating AI-powered language capabilities.

Ollama

Run advanced language models directly on personal devices.

DistilBERT

Efficient model for understanding and processing natural language.

Intel OpenVINO

Accelerates AI model deployment across platforms with reduced latency.

RoBERTa

Advanced language model for efficient text understanding and generation.