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Taxonomy v2

AI Features and Capabilities

Explore normalized AI capabilities across tools and models, from reasoning and research to image, audio, coding and agents.

Structured discovery

35 curated capabilities

Every term is normalized and connected to real tool/model records instead of relying on inconsistent free-text labels.

Agents

Memory

Retains user, task or session context across interactions.

1Tools0Models
Agents

Agent Workflows

Plans and executes multi-step tasks with tools, state or autonomous actions.

114Tools34Models
Agents

Computer Use

Interacts with graphical computer interfaces to complete tasks.

10Tools0Models
Agents

Browser Automation

Navigates and interacts with websites or browser-based applications.

7Tools0Models
Audio

Speech to Text

Transcribes spoken audio into text.

31Tools3Models
Audio

Text to Speech

Synthesizes spoken audio from written text.

30Tools6Models
Audio

Voice Cloning

Creates synthetic speech that resembles a supplied or licensed voice.

18Tools0Models
Audio

Audio Understanding

Analyzes speech, sound, music or other audio inputs.

21Tools9Models
Audio

Music Generation

Generates music, songs or instrumental compositions with AI.

15Tools0Models
Development

Code Generation

Generates source code, functions, components or complete implementations.

40Tools60Models
Development

Code Execution

Runs code or uses an execution environment to calculate, test or transform data.

20Tools0Models
Development

Code Review & Debugging

Reviews code, identifies defects and recommends or applies fixes.

26Tools3Models
Development

Structured Outputs

Returns schema-constrained JSON or other predictable structured data.

12Tools31Models
Development

Function Calling

Invokes defined functions or tools with structured arguments.

18Tools40Models
Intelligence

Reasoning

Supports multi-step reasoning, planning, analysis and problem solving.

26Tools68Models
Intelligence

Multimodal

Works across multiple modalities such as text, image, audio or video.

23Tools29Models
Language

Text Generation

Generates original text from natural-language instructions or structured prompts.

139Tools86Models
Model Control

Fine-tuning

Supports adapting a model with custom training examples or organization data.

3Tools2Models
Model Control

Embeddings

Produces vector representations for semantic search, clustering and retrieval.

2Tools0Models
Platform

API Access

Provides programmatic API access for application integration.

63Tools82Models
Platform

Real-time Streaming

Supports low-latency streaming text, audio or multimodal interactions.

22Tools5Models
Platform

Team Collaboration

Provides shared workspaces, team controls or collaborative workflows.

21Tools0Models
Platform

Integrations

Connects with third-party applications, data sources or automation platforms.

131Tools0Models
Platform

Prompting & Templates

Provides reusable prompt templates, prompt management or guided prompting tools.

33Tools0Models
Research

Web Browsing & Search

Retrieves and synthesizes information from live or indexed web sources.

37Tools1Models
Research

Deep Research

Performs multi-source research, synthesis and evidence-oriented investigation.

30Tools0Models
Research

Document & PDF Analysis

Reads, extracts, summarizes and answers questions over uploaded documents and PDFs.

44Tools0Models
Research

RAG & Knowledge Bases

Connects models to external knowledge sources for retrieval-augmented responses.

69Tools4Models
Video

Video Understanding

Analyzes video content, scenes, speech and temporal context.

10Tools10Models
Video

Video Modality

Accepts, produces or otherwise works with video as a first-class model modality.

8Tools8Models
Video

Video Generation

Creates video clips or animated sequences from text, images or references.

40Tools8Models
Video

Video Editing

Assists with cutting, transforming, enhancing or assembling video content.

14Tools0Models
Vision

Image Understanding

Interprets images, screenshots, diagrams and other visual inputs.

18Tools58Models
Vision

Image Generation

Creates images from text, references or structured creative instructions.

50Tools9Models
Vision

Image Editing

Edits, transforms, removes or replaces visual content in images.

20Tools0Models