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.

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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.

AB
Catalog evaluation

APIs

API.box

API.box provides developer APIs for generating music from text and handling related audio workflows. Its API collection includes music and lyric generation, music extension, vocal separation, WAV conversion, timestamped lyrics, and music video generation.

Music generationLyrics generationAudio processingMusic videoWebhooks
Review
BA
Catalog evaluation

Music generators

Beatoven.ai

Beatoven.ai generates customizable background music and sound effects for videos, podcasts, games, and other projects. Its maestro model accepts prompts to create audio, while the platform provides MP3 or WAV downloads and a license for using downloaded tracks with audiovisual content.

Background musicSound effectsRoyalty-free musicText-to-musicMusic generation API
Review
FL
Catalog evaluation

Video generators

Fliki

Fliki is a web-based AI video generator that turns prompts, scripts, blog posts, and presentations into narrated videos. It combines visuals, music, captions, AI voiceovers, avatars, translation, and editing tools in one workspace for creators, professionals, and teams.

Text to videoAI voiceoversVoice cloningVideo translationAI avatars
Review
GA
Catalog evaluation

Content generators

Gerwin AI

Gerwin AI is a Russian-language multimodal platform that brings LLMs and tools for text, images, video, music, speech, and agents into one workspace. Users buy credits or use Gerwin PRO to generate content with supported models and manage their usage.

Text generationImage generationVideo generationAudio generationLLMs
Review
GA
Catalog evaluation

Image generators

getimg.ai

getimg.ai is a creative platform for generating images, videos, music, speech, and sound effects, then editing visual assets. It provides multiple models in one workspace, plus collaboration features, image and video upscaling, smart resizing, background removal, and an image and video API.

Text to ImageImage to VideoMusic GenerationBackground RemovalTeam Collaboration
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
IA
Catalog evaluation

Image generators

Imagine Anything

Imagine Anything is a web-based content-generation platform for creating images, videos, voiceovers, sound effects, and music from natural-language prompts. It also supports reference-image editing, creator workflows, and a public gallery, with paid controls for private generation and commercial use.

Text-to-imageText-to-videoVoiceoversMusic generationImage editing
Review
KA
Catalog evaluation

Video generators

Kaiber

Kaiber combines Canvas, Beat Sync, and Editor in one creative suite. Creators can generate images, video, and audio, synchronize visual variations to music, and assemble clips into finished videos for music releases, social media, and other visual projects.

Music videosBeat synchronizationTimeline editingImage generationAudio generation
Review
MI
Catalog evaluation

Content creation

Media.io

Media.io is an online creative suite for generating, editing, and remixing video, images, and audio. It combines multiple AI models with tools for prompt-based generation, media enhancement, music creation, and effects, plus a developer platform for video and image generation APIs.

Video creationImage generationAudio generationVideo editingCreative APIs
Review
ME
Catalog evaluation

Music generators

Melobytes

Melobytes is a creative hub with more than 100 apps for generating and transforming music, voice, images, video, and text. It includes text-to-song and image-to-music tools alongside AI image generation, short movie creation, and audio effects.

Text to songImage to musicVoice synthesisImage generationVideo creation
Review
ME
Catalog evaluation

Video generators

Metaphysic

Metaphysic is an AI-powered digital production and visual effects studio for film, television, advertising, music, and live entertainment. Its Neural Performance Toolset supports photorealistic performance transfer, neural animation, visual effects, and voice likeness translation for client productions.

Visual EffectsGenerative VideoPerformance CaptureVoice TranslationEntertainment
Review
MA
Catalog evaluation

Music generators

MusicHero.ai

MusicHero.ai is an online music-generation platform that creates songs from text prompts or lyrics. It also includes vocal removal, stem splitting, lyrics videos, sound-effect generation, cover-image creation, and tools for extending generated music.

Text to MusicLyrics GenerationVocal RemovalMusic ExtensionLyrics Videos
Review
NF
Catalog evaluation

Video generators

neural frames

neural frames is an AI video platform for making music videos, animations, and text-to-video projects. It combines a frame-by-frame editor, audio-reactive effects, and an Autopilot song-to-video mode, with video upscaling available on exports.

AI music videosText-to-videoAudio-reactive visualsFrame-by-frame editing4K upscaling
Review
PL
Catalog evaluation

AI video generators

Plazmapunk

Plazmapunk turns an uploaded music track into an AI-generated music video. Artists can select a visual style, generate beat-synced visuals, and use creation modes such as a one-prompt video, scene editor, or Spotify Canvas loop.

Music videosAudio-reactive visualsScene editingVideo generationSocial media video
Review
SN
Catalog evaluation

Video generators

Snowpixel

Snowpixel is a generative media studio for turning prompts or source images into short videos, music, sound effects, images, and 3D object concepts. It keeps related media directions in one workspace, allowing creators to compare variants and export assets for a campaign or prototype.

Text-to-videoImage-to-videoMusic generationSound effects3D generation
Review
SI
Catalog evaluation

Music generators

SongGenerator.io

SongGenerator.io is a web-based music creation tool that turns text descriptions and lyrics into songs. It also offers vocal removal, stem splitting, lyric videos, and sound effects, with a free tier for personal projects and subscriptions for higher-quality exports and commercial use.

Text-to-musicVocal removerStem splittingLyrics generationSound effects
Review
SO
Catalog evaluation

Music generators

SOUNDRAW

SOUNDRAW is an AI music generation platform for creating royalty-free tracks for videos, podcasts, social content, games, and music releases. It offers creator and artist subscriptions, an enterprise plan, and an API for developers that need licensed music generation inside their products.

Royalty-free musicBackground musicMusic licensingStemsMusic API
Review
TW
Catalog evaluation

Creative tools

TwoShot

TwoShot is a browser-based creative suite for making and transforming music, images, video, and voice. It combines generation, editing, audio cleanup, stem separation, writing assistance, a sample library, and a web studio for creators producing multimedia projects.

Music creationVideo creationImage generationVoice toolsAudio editing
Review
VA
Catalog evaluation

Voice generators

Verbatik AI

Verbatik AI is a creative generation platform for producing speech, cloned voices, avatar and other videos, images, music, sound effects, and captions. Its dashboard and APIs support content production workflows for creators, businesses, and developers.

Text to speechVoice cloningAI video generationMusic generationAPI
Review
VO
Catalog evaluation

Music generators

Vozart

Vozart is a music-creation platform that generates original tracks from prompts or lyrics. Its integrated tools also generate lyrics, extend songs, remove vocals, split stems, convert audio to MIDI, master audio, and create music videos.

Text-to-musicLyrics generationStem separationMusic extensionAudio mastering
Review
YO
Catalog evaluation

Image generators

Yodayo

Yodayo is an anime-focused creative platform for generating images, videos, music, and voices, publishing community content, and chatting with character bots in Tavern. It also offers a model hub, image presets, and LoRA training for creators who want custom visual styles.

Anime artCharacter roleplayVideo generationVoice generationLoRA training
Review
ZE
Catalog evaluation

Video generators

Zeemo

Zeemo is an all-in-one creative studio that creates images, video, audio, captions, and music. Its tools can transcribe video or audio, add and translate subtitles, resize clips for social platforms, and generate video projects.

Auto captionsVideo translationVideo transcriptionSocial media videosVideo resizing
Review
WZ
Discontinued record

Video generators

WZRD

WZRD's public site describes an AI music visualizer that turns audio into video. Its Login and Sign up links point to app.wzrd.ai, which was unreachable during verification, so the service could not be confirmed as currently usable.

Music visualizationAudio to videoNeural networks
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.

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