Google Labs AI Tools 2026 | Complete Guide to Every Creative Tool Ranked, Reviewed and Explained

Google Labs AI tools are some of the most powerful free creative tools on the internet right now — and most people have never heard of them.

Someone shared a Whisk AI result on Twitter. A friend sent a link. A Reddit thread mentioned it in passing. You clicked, tried it, and thirty minutes later you had made something you genuinely liked — and you had no idea Google even built things like this.

That is the story of most Google Labs AI tools. Quietly available. Genuinely powerful. Almost completely unknown outside small creative communities.

Whisk is closing on April 30, 2026. But the creative AI ecosystem it lived inside? That is not closing. The Google Labs AI tools ecosystem is actually growing faster than ever.

This guide is a full, honest walkthrough of every Google Labs AI tool worth knowing in 2026. What each one does, who it actually helps, what it costs, and how it connects to the work you were doing in Whisk. No padding. No tools included just to make the list longer.

If you came here from Whisk and want to know what Google Labs AI tools are still available — this is the page.

What’s in This Guide

What Google Labs AI Tools Actually Are — and Why They Matter {#what-is-labs}

Before we go through the tools, the context matters.

Google Labs is not a product department. It’s not a separate company. It’s Google’s designated testing ground — the place where ideas that are interesting enough to share but not finished enough to launch get put in front of real people.

The whole concept comes from how Google has always approached big bets. Gmail started as a Labs experiment. Google Maps had Lab features for years before they became standard. The pattern is consistent: build something, release it to real users before it’s polished, watch how people actually use it, then decide whether to finish it, fold it into something else, or retire it.

In the current AI era, Google Labs AI tools have become some of the most interesting free creative destinations on the internet. NotebookLM, ImageFX, MusicFX, VideoFX, Whisk — the list of compelling Labs experiments has grown steadily, and many of them are genuinely useful, not just demos.

The thing to understand about Labs tools is that they exist on a spectrum. Some are clearly early-stage demos that probably won’t go anywhere. Others are quietly becoming some of the most capable creative tools available to anyone with a Google account. Learning to tell the difference between experimental and production-ready Google Labs AI tools is worth your time.

Whisk was always one of the more capable Google Labs AI tools — experimental enough to be genuinely surprising, capable enough to build real workflows around. The best capabilities from Whisk and ImageFX are now moving directly into Flow, so you can generate, edit and animate everything in one unified workspace. That’s the Labs pattern working exactly as intended.

Google Flow — Where Whisk’s Best Ideas Ended Up {#flow}

If you only read one section of this guide, make it this one.

Flow is one of the most capable Google Labs AI tools available today — an AI filmmaking workspace that lets you seamlessly create cinematic clips and scenes using Google DeepMind’s most capable generative video model, Veo.

But that description undersells it — especially for former Whisk users.

Flow is Google’s unified AI creative studio for generating, editing, and animating images and videos. First announced at Google I/O in May 2025 and initially built on Google’s Veo model, Flow received a massive redesign on February 25, 2026. Google merged three previously separate products — Flow (video), Whisk (visual remixing), and ImageFX (text-to-image) — into a single workspace. The result is a pipeline where you can go from rough concept to static keyframes to finished video without ever leaving one interface.

Read that again slowly. The image blending capability that made Whisk special — combining subject, scene, and style into something new — is now inside Flow alongside Imagen-powered image generation and Veo-powered video creation. You don’t need three separate tools anymore. One workspace does all of it.

What Flow Can Do That Whisk Couldn’t

Whisk was always an image tool. It generated still images from your visual inputs. That was its boundary.

Flow removes that boundary.

Flow is powered by Veo 3.1, Google’s most advanced video model, which generates cinematic-quality clips with natively synchronized audio — including environmental sounds, character dialogue, and music matched to lip movements. Each generation produces up to 8 seconds of video, and you can chain multiple clips together using Flow’s timeline editor for longer sequences.

For a creator who was using Whisk to make sticker designs or product concepts, this might feel like more than you need. And that’s fair — not everything needs to be a video.

But for anyone who wanted to animate their Whisk outputs — who used the Whisk Animate feature to turn still images into short looping clips — Flow is a direct and significantly more capable successor to that workflow.

Scenebuilder lets you extend existing clips to reveal more of a scene or transition to the next beat. The lasso editing tool allows you to select a specific area of an image or frame and apply changes through natural language — “remove the person in the background” or “add koi fish in the water.”

That lasso editing feature in particular is something Whisk never had. You’re not just generating whole images from scratch — you can reach into a specific area of a generated image and change just that part, in plain language, without touching the rest.

Transferring Your Whisk Projects to Flow

Starting March 2026, users can transfer their existing Whisk and ImageFX projects directly into their Flow library, so you never lose a beat in your creative process.

If you have Whisk generations you want to keep working with, this transfer option is worth using before April 30. Open Flow at labs.google/fx/tools/flow and look for the import option in your library settings.

What Flow Costs

Google AI Pro includes standard access to Flow, ImageFX, and MusicFX. Google AI Ultra includes advanced Veo 3.1 features, higher limits, and the most cinematic capabilities inside Flow.

A free tier exists with limited generations per day. For casual use, that’s probably sufficient. For anyone building a serious creative workflow around Flow, Google AI Pro at $19.99 per month gives substantially more headroom.

Who should use Flow: Anyone who was using Whisk and wants to continue making AI-generated visuals. Anyone who wants to go further and turn those visuals into short video content. The transition from Whisk to Flow is the most natural one available.

Google ImageFX — The Imagen 3 Tool That Stayed {#imagefx}

While Whisk is closing, Google ImageFX is staying open — and it runs on the same Imagen 3 model that powered Whisk’s generation quality.

The honest difference between the two: ImageFX is text-prompt driven. You describe what you want in words. Whisk let you communicate through images. That input method difference is real and meaningful — people who found Whisk’s approach easier will need to learn some basic prompt writing to get similar results from ImageFX.

The payoff for learning that skill is more control. In Whisk, you couldn’t tell the tool to keep your subject’s exact hair color. In ImageFX, a specific description produces a more specific result.

ImageFX offers text-to-image generation using Google’s Imagen models with high-quality results and interesting creative controls. Free access to Imagen is valuable — most equivalent tools charge subscriptions.

That last point is worth emphasizing. Imagen 3 is a genuinely capable model — the same technology that made Whisk’s outputs look as good as they did. Getting access to it for free through ImageFX is not a consolation prize. It’s a real tool that professional designers use.

What Makes ImageFX Worth Learning

The style range is wide. Whether you want something photorealistic, painterly, anime-inspired, illustrated, or architectural — ImageFX handles the full spectrum without needing external plugins or model downloads.

Text rendering inside generated images is significantly better here than in most comparable tools. If your work involves creating visuals with legible text — social media graphics, product labels, posters, thumbnail designs — ImageFX handles this more reliably than Whisk did.

The safety filters are thorough. ImageFX blocks harmful content generation with the same guardrails Whisk used, which means it’s safe for shared or educational environments.

Our Whisk AI vs ImageFX comparison goes through the two tools in detail — if you’re deciding whether to make ImageFX your primary replacement, that breakdown will help.

Who should use ImageFX: Former Whisk users willing to spend a short time learning basic prompt writing. Content creators who need high-quality images without a subscription. Anyone who valued Whisk’s output quality and wants to continue with the same model.

Google Veo — Video Generation Explained Simply {#veo}

Veo is Google DeepMind’s video generation model. In plain terms: you describe or show it something, and it produces a short video clip.

You don’t interact with Veo directly. It’s the engine underneath Flow and VideoFX — the same way Imagen 3 is the engine underneath ImageFX. Understanding what Veo is explains why Flow’s video outputs look as good as they do.

The most current version is Veo 3.1. What makes it notably different from earlier video generation models is the audio. Veo 3.1 generates cinematic-quality clips with natively synchronized audio — including environmental sounds, character dialogue, and music matched to lip movements.

Earlier video generation models — including the first version of Veo — produced silent video. The audio and visuals had to be matched separately in post-production, which added a whole extra step. Veo 3.1 generates them together, which changes the workflow significantly for short-form content creators.

For a Whisk user who was making still images, Veo represents a direct next step. The sticker design you made in Whisk could become a brief animation in Flow using Veo. The plushie concept you generated could become a short product demo clip. The character design you explored could move, speak, and exist in a scene.

You can access Veo through Google Flow — that’s the primary interface where it’s available to regular users. Higher access to image, music, and video generation models including Veo is available through Google AI Pro and Ultra plans.

Who should explore Veo: Anyone making short-form video content for social media. Creators who want to animate their existing AI-generated images. Anyone curious about what video generation looks like when it includes synchronized audio.

MusicFX — Making Audio Without Instruments {#musicfx}

MusicFX sits quietly in the Google Labs FX suite and gets significantly less attention than it deserves.

The premise is simple: describe a musical style, mood, tempo, or structure in words, and MusicFX generates an original audio clip. No instruments. No music theory. No recording equipment.

MusicFX is a text-to-music generation tool where you describe a musical style, mood, or structure and it generates audio. Quality is good for short clips, though not yet competitive with dedicated music tools for full songs.

That honest assessment stands. MusicFX is not a replacement for a music producer or a professional soundtrack composer. The clips it generates work well for background audio, short video content, social media posts, and creative demos — they’re not ready for commercial music releases.

Where MusicFX becomes directly relevant for visual creators is the combination with Flow. If you’re making a short animated video in Flow and need background music that matches the mood — you don’t need to find royalty-free music elsewhere. You describe the mood in MusicFX, generate something that fits, and use it. The whole creative pipeline stays inside the Google Labs ecosystem.

MusicFX is an important part of Google’s creative suite, especially for filmmakers, animators, and brand creators working on audiovisual content.

It’s free to use at labs.google/fx/tools/music-fx with a Google account.

Who should try MusicFX: Short-form video creators who need quick background audio. Anyone building with Flow who wants audio matched to their video. People curious about AI audio generation without any investment in dedicated music tools.

NotebookLM — The Research Tool People Didn’t Expect to Love {#notebooklm}

NotebookLM is different from everything else in this guide.

Every other tool here generates creative output — images, video, audio. NotebookLM takes your existing information and makes it easier to understand, navigate, and use.

You upload your own documents — PDFs, Google Docs, Slides, websites, YouTube transcripts — and it builds an AI assistant that works exclusively with your material. Unlike a general chatbot that pulls from its entire training dataset, NotebookLM stays constrained to the sources you provide. This dramatically reduces hallucination.

That last point is the one that matters most. General AI chatbots will confidently answer questions using their training data — which can be wrong, outdated, or simply made up. NotebookLM only answers from the documents you gave it. If the answer isn’t in your sources, it tells you that instead of guessing.

For a content creator or blogger, the practical application is significant. Upload a set of research articles, interview transcripts, and competitor pages — then ask NotebookLM to summarize the key themes, find contradictions between sources, or pull specific quotes. It does all of that grounded in what you uploaded, with citations showing you exactly where each answer came from.

The feature that made NotebookLM genuinely famous was the Audio Overview. The Audio Overviews feature generates a surprisingly natural podcast-style conversation between two AI hosts, breaking down your uploaded content into something you can listen to while doing other work.

The newer Cinematic Video Overviews, launched in March 2026 for Google AI Ultra subscribers, go further by combining Gemini 3, Nano Banana Pro, and Veo 3 to create immersive video summaries.

NotebookLM is available at notebooklm.google.com. The free tier is generous enough for most individual users.

Who should use NotebookLM: Writers, researchers, students, and content creators who work with large amounts of source material. Anyone who has tried asking a general AI chatbot for help with fact-heavy work and been burned by confident wrong answers. Genuinely one of the most practically useful tools in this entire list.

Other Google Labs AI Tools Worth Knowing in 2026 {#others}

The Labs ecosystem is large and changes regularly. These are the experiments beyond the main tools that are currently worth paying attention to.

Google Gemini

Gemini is Google’s primary AI assistant — the direct answer to ChatGPT. It handles text conversation, image analysis, document summarization, coding assistance, and now image generation powered by Imagen 3.

For Whisk users, the image generation inside Gemini is text-based (describe what you want rather than upload reference images) but uses the same underlying quality. Higher access to Gemini 3.1 Pro is available through Google AI Pro and Ultra plans.

Google AI Studio

Google AI Studio is aimed more at developers and technically curious users than casual creators. It’s where you can experiment directly with Gemini models, build simple AI-powered apps without writing much code, and test prompts against different model versions.

Google AI Studio is a development environment where you can build AI apps and workflows using Google’s latest models and tools including Gemini, Imagen, and Veo.

If you want to understand how Google’s models actually work — not just use the polished front-end tools — AI Studio is where that exploration happens.

Illuminate

Illuminate is a smaller Labs experiment that takes any public web article or research paper and converts it into a two-person audio conversation — similar to NotebookLM’s Audio Overview but for content you find online rather than documents you own.

Paste any URL and Illuminate generates a conversation between two AI voices that break down the key points in plain language. It generates an interactive transcript where you can click any sentence to jump to that moment, and lets you ask follow-up questions.

It’s free with a limit of 20 generations per day. Worth trying if you regularly read long articles or research papers and want a faster way to digest them.

Opal

Opal is a no-code platform for building and deploying AI mini-apps. You describe in plain language what you want a small tool to do, and Opal builds it. No coding required.

For a content creator or small business owner who wants a custom AI tool — a specific quiz generator, a product description writer tuned to your brand voice, a customer FAQ responder — Opal is worth exploring. The learning curve is minimal.

How All Google Labs AI Tools Connect to Each Other {#ecosystem}

This is the part most overviews miss — and it’s arguably the most useful thing to understand.

Google isn’t building a collection of separate tools. They’re building a connected creative pipeline where output from one tool becomes the input for another.

Here’s how that pipeline actually flows for a visual creator in 2026:

Start in Flow or ImageFX — Generate your initial image concept. Use the Whisk-style image blending now built into Flow, or describe your idea in ImageFX. You get a still image.

Refine in Flow — Use the lasso tool to adjust specific areas. Change the background. Adjust the lighting. Add or remove elements in plain language without regenerating the whole image.

Animate in Flow with Veo — Turn your still image into a short video clip. Add motion, camera movement, environmental sound, and if needed, dialogue.

Add audio with MusicFX — Generate background music that matches the mood of your video. Export it and combine.

Research with NotebookLM — If you’re creating content around your visuals — blog posts, product descriptions, tutorials — use NotebookLM to research, organize, and draft with your source material grounded.

Distribute through Gemini — Use Gemini as your writing assistant, summarizer, and general AI helper throughout the process.

The whole workflow stays inside Google’s ecosystem. You don’t need separate subscriptions for an image tool, a video tool, an audio tool, and a research tool. One Google account, one Google AI Pro subscription if you want higher limits, and the whole pipeline is available.

This is what Whisk’s shutdown actually means in context. The tool isn’t disappearing — it’s been absorbed into something more capable. The creative work continues, just in a larger space.

Which Google Labs AI Tool Should You Try First? {#verdict}

Stop overthinking this and use this decision guide instead.

“I just want to keep making images like I did in Whisk.” → Go to Google Flow first. The Whisk-style blending is now built in. If you find Flow complex, Google ImageFX is the simpler option using the same image quality.

“I want to animate my creations — turn images into short videos.” → Google Flow with Veo 3.1. This is the most direct path from still image to animated clip available for free.

“I make short video content for social media and need background music too.” → Flow for video plus MusicFX for audio. Both free, both in the same Labs ecosystem, output from one feeds into the other.

“I do research-heavy content creation and spend too much time reading through sources.” → NotebookLM. Upload your sources, ask it questions, use the Audio Overview to digest content faster. Genuinely changes how research-driven writing works.

“I’m curious about building my own small AI tools.” → Opal for no-code app building. Google AI Studio if you want to go deeper and understand the models themselves.

“I want access to everything and use AI tools heavily for work.” → Google AI Pro at $19.99/month covers Flow, ImageFX, MusicFX, higher Gemini limits, and NotebookLM Plus. For the breadth of what’s included, it’s competitive with any single-purpose AI subscription.

Questions People Ask About Google Labs AI Tools {#faq}

Is Google Labs free to use?

Most tools in Labs are free with a Google account, including ImageFX, MusicFX, Flow (with daily generation limits), NotebookLM, and most smaller experiments. Higher usage limits, advanced model features, and unlimited generation require Google AI Pro ($19.99/month) or Google AI Ultra. For casual creative use, the free tiers are genuinely sufficient.

Why do Google Labs tools keep getting shut down?

Labs experiments are treated as serious prototypes: powerful enough to use, experimental enough to change overnight. Google runs them to test ideas and gather real-world feedback. When an experiment has proven its concept — like Whisk proved that image-based visual input works — the technology moves into a more permanent home rather than continuing as a standalone experiment. Whisk’s closure isn’t a failure. The ideas behind it graduated into Flow.

Is Google Flow the same thing as Whisk AI now?

Not exactly the same — Flow is larger. The best capabilities from Whisk and ImageFX are moving directly into Flow, so you can now generate, edit and animate everything in one unified workspace. Whisk’s image blending approach is one part of Flow’s larger creative pipeline that also includes text-to-image, video generation, timeline editing, and audio.

Can I transfer my Whisk projects to Flow before April 30?

Yes. Starting in March 2026, you can opt in to transfer all of your Whisk and ImageFX projects and assets directly into your Flow library. Go to Flow at labs.google/fx/tools/flow and look for the import option in your project library.

Are Google Labs tools available in all countries?

Availability varies by tool and region. Most Labs tools are available in 100+ countries. EU and UK users may face regional restrictions on certain tools due to data privacy regulations — the same restrictions that affected Whisk. A VPN set to a US server is the most common workaround. Our Whisk AI not available fix guide covers the access method in detail, and the same approach applies to other Labs tools with regional restrictions.

What is the difference between Google Labs FX and Google Labs generally?

Google Labs FX is Google’s unified hub for advanced creative AI tools, combining image generation, music composition, cinematic video creation, and experimental media workflows into a single online suite accessible through labs.google/fx. Google Labs generally (labs.google) hosts a broader range of experiments including research tools like NotebookLM, productivity tools, and smaller experiments. FX specifically is the creative-focused section.

Which Google Labs tool has the most users right now?

NotebookLM and Flow are the two standouts. Flow recently surpassed 100 million generated videos, reflecting strong real-world use among filmmakers, students, content creators, advertisers, and visual designers. NotebookLM’s Audio Overview feature went viral in 2024 and has maintained consistent growth since.

The Bigger Picture

Whisk was one door into Google’s creative AI ecosystem — one of many Google Labs AI tools that opened up new possibilities for everyday creators. That door is closing on April 30.

But the ecosystem itself is bigger, more capable, and more accessible than it was when Whisk opened that door in December 2024. Flow absorbed the best of what Whisk did and added video, audio, and editing capabilities that Whisk never had. ImageFX kept the same image quality available for free. NotebookLM changed how people work with information. MusicFX made audio creation accessible to people who’ve never touched an instrument.

If you came to Google Labs through Whisk, you found the right corner of the internet. The Google Labs AI tools here — real, free, and made by people who care about getting this technology in front of as many creators as possible — are worth exploring properly.

Everything we’ve documented about Whisk, its techniques, its prompts, and its successors lives at WhiskAILabs.net. Our Whisk AI alternatives guide, prompt library, and troubleshooting resources are all still here, and they’re not going anywhere.

Google Labs AI Tools 2026: Complete Guide to Every Creative Tool Ranked, Reviewed and Explained