AI tool intelligence

Find the right AI products for the work.

Our live catalog contains 2,444 researched AI products. Each record keeps current product positioning, fit, limitations, pricing signals, and official destinations together for a clearer decision.

Search products, capabilities, and workflowsBrowse the index ↓
2,444AI products in the catalog
DatedAvailability and evidence checks
IndependentFit, limitations, and alternatives

Public AI tool catalog

Search this public selection by the work you need to improve.

Search the complete catalog by product, capability, workflow, category, or tag. Every result opens a profile built from the same live record.

EL
Catalog evaluation

Voice generators

ElevenLabs

ElevenLabs provides web tools and APIs for generating speech, cloning voices, transcribing audio, dubbing media, creating music and sound effects, and deploying conversational agents. Its creative platform serves content production, while ElevenAgents supports voice and chat automation across customer channels.

Text to speechVoice cloningDubbingSpeech to textVoice agents
Review
AM
Catalog evaluation

Developer tools

AI/ML API

AI/ML API provides developers with a unified API for chat, reasoning, image, video, audio, voice, search, and other AI models. Its OpenAI- and Anthropic-compatible interfaces, playground, and MCP server let teams test models and integrate them into applications under usage-based billing.

APIModel RoutingModel Context ProtocolOpenAI CompatibilityServerless Inference
Review
AL
Catalog evaluation

Developer tools

alwaysAI

alwaysAI is an enterprise computer vision platform for turning camera footage into real-time operational data. Teams can manage datasets, train or bring models, develop applications with edgeIQ APIs, deploy to edge or cloud environments, and review analytics in the platform console.

Object detectionModel trainingEdge deploymentVideo analyticsMLOps
Review
AS
Catalog evaluation

Developer tools

AssemblyAI

AssemblyAI provides APIs for pre-recorded, real-time, and synchronous speech-to-text, plus models that analyze transcript content and power voice agents. Developers can add transcription, speaker identification, summaries, sentiment, safety controls, and other audio intelligence to product workflows.

Speech-to-textReal-time transcriptionVoice agentsSpeaker diarizationCall analytics
Review
AU
Catalog evaluation

Audio editing tools

AudioShake

AudioShake provides APIs and tools for separating music, dialogue, effects, and individual speakers from audio and video. It also offers lyric transcription and alignment, speech recovery, and music compliance workflows for media companies, rights holders, developers, and audio production teams.

Stem separationDialogue isolationLyric transcriptionAudio APICopyright compliance
Review
BA
Catalog evaluation

Machine learning platforms

Baseten

Baseten is a training and inference platform for teams serving AI models in production. It deploys open-source, custom, and fine-tuned models as scalable API endpoints, and also provides pre-optimized Model APIs, managed cloud infrastructure, self-hosted options, model training, and engineering support.

Model servingInference APIsAutoscalingGPU infrastructureModel training
Review
CI
Catalog evaluation

Image generators

Civitai

Civitai is a community platform for discovering generative AI models and creating or sharing AI-generated media. It offers model browsing for Stable Diffusion and Flux, image generation, 3D models, creator tools, and developer APIs for working with models, images, and platform data.

Stable DiffusionFluxLoRA modelsImage generation3D models
Review
CS
Catalog evaluation

3D modeling

CSM

CSM, including its Cube toolset, provides AI workflows and APIs for creating and editing 3D assets. It can generate meshes from images or text prompts, create asset kits from images, and retopologize meshes for downstream 3D production workflows.

Image to 3DText to 3D3D AssetsRetopologyAPI
Review
DA
Catalog evaluation

Voice agents

Dasha

Dasha provides a platform for building voice AI agents for phone and web conversations. Developers can configure an agent's instructions, voice, and language model, test it in the browser, and deploy it through phone numbers, web embeds, or an API.

Voice AIPhone callsAPIsMultilingual
Review
DA
Catalog evaluation

Computer vision

Datature

Datature is an end-to-end computer vision platform for managing datasets, annotating data, training and evaluating models, and deploying inference. Its no-code Nexus platform supports visual workflows, cloud and edge deployments, plus APIs and SDKs for integration into existing applications.

Data annotationModel trainingModel deploymentAPIEdge AI
Review
EA
Catalog evaluation

Developer tools

Eden AI

Eden AI is an AI gateway that unifies access to LLMs and specialized models for speech, vision, OCR, translation, and more. Developers can compare providers, route requests, monitor cost and performance, and configure fallbacks through one API.

AI gatewayModel routingLLMsOCRFallback
Review
FA
Catalog evaluation

Image generation

FluxAPI.ai

FluxAPI.ai provides credit-based API access to FLUX.1 models for text-to-image generation and image editing. Developers can select from models including FLUX.1 Pro, Schnell, and Kontext variants, then use task tracking or webhooks to receive generated images.

FLUX.1Text-to-imageImage editingWebhooksDeveloper tools
Review
FO
Catalog evaluation

AI development platforms

Forefront

Forefront is a beta platform for running, fine-tuning, evaluating, and exporting open-source text-generation models. It provides datasets, serverless inference endpoints, a Playground, and APIs for developers who want to customize models with their own data and retain model ownership.

Open-source modelsText generationFine-tuningModel deploymentHugging Face
Review
FR
Catalog evaluation

Developer tools

FriendliAI

FriendliAI provides API and infrastructure options for running open-weight and custom models in production. Developers can use pay-as-you-go Model APIs, deploy dedicated GPU endpoints for predictable capacity, or run its containerized offering in their own environment for greater deployment control.

Model inferenceOpen-weight modelsDedicated GPUsOpenAI compatibilityModel serving
Review
GO
Catalog evaluation

AI developer tools

GooseAI

GooseAI provides fully managed NLP inference through an API. It serves open-source language models for text completions and lets developers migrate from a compatible API by changing the API base URL. Pricing is credit-based and charged for generated output tokens.

Text generationNLP APIOpen-source language modelsAPI compatibilityText completions
Review
GR
Catalog evaluation

Machine learning platforms

Gradio

Gradio is an open-source Python library for creating web interfaces around machine learning models, functions, and APIs. Developers can assemble input and output components, launch a local or shareable app, and deploy projects to Hugging Face Spaces.

PythonModel demosHugging Face SpacesAPIOpen source
Review
GA
Catalog evaluation

Image generators

Graydient AI

Graydient AI is a cloud GPU platform for creating generative images, video, music, text, and chatbots. Creators can use its web and messaging interfaces, while developers can install open-weight models, map ComfyUI workflows, and build applications with the REST API.

Image generationVideo generationComfyUILoRA trainingREST API
Review
HI
Catalog evaluation

Content moderation

Hive

Hive provides cloud-based APIs and software for content moderation, AI-generated media detection, visual search, classification, and generation. Developers can integrate pre-trained models for text, image, video, and audio workflows, while enterprises can use its platform for brand protection, compliance, and platform integrity.

Content moderationDeepfake detectionMedia searchImage generationAPI
Review
HA
Catalog evaluation

Voice AI

Hume AI

Hume AI provides data, speech models, evaluations, and feedback systems for teams building voice AI. Its platform supports real-time speech interaction, expressive text-to-speech, voice creation, human feedback, and tools for measuring how voice systems perform in real-world conversations.

Text-to-SpeechSpeech-to-SpeechVoice evaluationVoice cloningHuman feedback
Review
IM
Catalog evaluation

Image recognition

Imagga

Imagga provides APIs for analyzing, discovering, moderating, searching, editing, and generating visual content. Businesses can use its image and video recognition tools for tagging, categorization, explicit-content detection, visual search, OCR, cropping, background removal, and custom models.

Image taggingContent moderationVisual searchOCRBackground removal
Review
IN
Catalog evaluation

Chatbot builders

IngestAI

IngestAI is a no-code platform for building AI applications, contextual chatbots, and semantic search from uploaded knowledge bases. Users can work with prompt templates and vector storage, then deploy web chat or connect their apps to messaging platforms and APIs.

Knowledge base chatbotsVector searchPrompt engineeringMessaging integrationsAPI
Review
JA
Catalog evaluation

AI governance

Jaxon

Jaxon is an AI verification layer for organizations using LLMs in regulated or high-stakes workflows. It converts policy requirements into structured logic, evaluates model outputs against those rules, and returns auditable outcomes for deployment through APIs or custom solutions.

LLM guardrailsPolicy automationFormal verificationComplianceAPI integration
Review
JA
Catalog evaluation

Search tools

Jina AI

Jina AI provides APIs and models for building search and retrieval systems. Developers can convert web pages to LLM-ready Markdown, generate multilingual multimodal embeddings, and rerank documents to improve relevance in enterprise search and RAG applications.

Web content extractionEmbeddingsRerankingRAGMCP
Review
KA
Catalog evaluation

Developer tools

KIE.ai

KIE.ai provides a unified API for video, image, audio, and language models from multiple providers. Developers can test models in a playground, use consistent request flows and webhooks, manage usage through credits, and access model-specific integration documentation.

Model APIsImage generationVideo generationAudio generationLarge language models
Review

How the index works

A catalog built for decisions, not rankings.

Commercial relationships can fund the research. They never change product status, fit, limitations, evidence, or the alternatives we show.

Verify what exists

We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.

Evaluate operational fit

We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.

Keep the comparison honest

Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

Evaluating a product for a live workflow?

Bring the decision to our engineers