Best batch analytics tools in 2025

Apple Natural Language

Framework for managing and analyzing natural language text.

SuperAnnotate

Centralized data annotation solution for efficient AI projects.

Tumult

Privacy-focused analytics for large datasets without risk.

Goodlookup

Smart function for linking similar records in spreadsheets.

CURL

Command line utility for transferring data across the internet.

MLJAR

Interactive coding environment for data science and machine learning.

Sherloq

Manage and organize SQL queries efficiently for teams.

Agents-Flex

Framework for integrating and managing large language models.

Nearly.AI

No-code platform for generating admin panels and CRUD operations.

Keboola

Self-service data management for streamlined workflows and insights.

LakeSail

Open-source big data processing framework for seamless analytics.

Nomic Atlas

Visualizes and curates data for collaborative analysis and insights.

Vocode

Build and scale realistic voice agents for various applications.

DeepPavlov

Framework for creating intelligent conversational agents.

WatsonX.ai by IBM

Streamlined AI development for businesses of all sizes.

Free + from $1050/m
open
FluidStack

Access thousands of powerful Nvidia GPUs for AI projects.

Heron

Efficient stream processing for real-time data insights.

astica

Automated image recognition and categorization technology.

DolphinDB

High-speed time series database for real-time analytics.

Amazon Kinesis

Real-time data processing for immediate insights and actions.

GeoMesa

Efficiently manage and analyze large geospatial datasets.

Microsoft Azure Stream Analytics

Analyze and process real-time data streams efficiently.