Start from the job, not the tool. Most people need one core assistant and a specialist only where it clearly wins.
There are more AI tools than anyone can test. This map organizes the useful ones by the job you need done, so you can pick one or two options instead of reading reviews of fifty.
In this guide
How to use this map Quick picker Pick your core assistant Research and learning Meetings, writing and presentations Dictation and speed Build software and apps Automate workflows Images and design Video Voice, audio and music Email, social and sales Run AI locally and privately For developers building with AI What changed in 2026 Before you pay
How to use this map
Start from the job, not the tool. Answer five questions first:
What's the output? An answer, a file, a working app, a video, or a workflow that repeats.Where does the work live? Google, Microsoft, a code repository, your own computer, or a creative app.How sensitive is the data? Public, work-internal, or something that shouldn't leave your machine.How often will you do it? Once, weekly, or constantly.What's the budget? Free, one subscription, or pay per use.
Build in layers. Most people need one core assistant, then a specialist only where it clearly beats the assistant for a job they do often.
Layer What it does Examples Core assistant Thinking, writing, research, files, everyday tasks ChatGPT, Claude, Gemini, Copilot Specialist One job done better than a general assistant Granola, Midjourney, ElevenLabs, Cursor Glue Moves data between tools and runs on a schedule Zapier, n8n, scheduled tasks
Read the tables like this: Start shows how you can begin (free plan, free trial, paid, pay per use or open source). Know this is the detail worth checking before you commit.
Quick picker
I want to... Start with Also consider Ask questions, write and analyze files Your core assistant Pick your core assistant Get cited answers from the web Perplexity Deep research in your assistant Study my own documents Gemini Notebook Claude or ChatGPT projects Search academic papers Elicit Consensus Take meeting notes Granola Fathom Make a presentation fast Gamma Claude Slides, ChatGPT Work Type by talking, in any app Wispr Flow Superwhisper Write and change code with an agent Claude Code or Codex Cursor, GitHub Copilot Build an app without coding Lovable Bolt, v0, Replit Connect apps and automate a workflow Zapier Make, n8n Generate images ChatGPT Images or Nano Banana Midjourney, Ideogram Make logos, icons or vector art Recraft Canva Generate video clips Google Flow Runway, Kling Make a talking-avatar video HeyGen Synthesia Edit video or turn long videos into clips Descript or CapCut OpusClip Create voiceovers ElevenLabs Fish Audio Make a song Suno Udio (no downloads) Run AI without sending data to the cloud Ollama LM Studio, Jan
Pick your core assistant
Pick the one closest to where your work already lives. Paying for three rarely helps. Run the same real task in two free tiers and compare.
Assistant Pick it when Paid plans (US) Know this ChatGPT You want the widest feature set: Work tasks, Codex, Sites, image generation Go $8/mo, Plus $20/mo, Pro from $100/mo Free and Go may show ads. See ChatGPT, End to End Claude You work with long documents, writing, artifacts, connected apps or code Pro $20/mo, Max from $100/mo No image generation. See Claude, End to End Gemini You live in Gmail, Docs and Drive Google AI Plus $4.99/mo, Pro $19.99/mo, Ultra from $99.99/mo Plans bundle Google storage, Veo video and Nano Banana images Microsoft Copilot You live in Word, Excel and Outlook Microsoft 365 Premium $199.99/yr Includes the Office apps. AI features are for the subscription owner only Grok You want real-time context from X SuperGrok tiers Free to start. One weekly allowance shared across Grok products Mistral Vibe You prefer a European AI provider Pro $14.99/mo Formerly Le Chat. Free plan for everyday tasks
Research and learning
Tool Pick it when Start Know this Perplexity You want fast answers with sources from the web Free plan Its Comet browser is free to download Gemini Notebook You want answers grounded only in sources you upload Free plan Formerly NotebookLM. Existing notebooks carried over Elicit You need to search, summarize and compare academic papers Free plan Searches more than 138 million papers Consensus You want answers drawn from peer-reviewed research Check pricing Best for questions research has already studied Deep research in your assistant You need a multi-source report and already pay for ChatGPT, Claude or Gemini Included Open the sources behind any number you plan to reuse
Meetings, writing and presentations
Tool Pick it when Start Know this Granola You want AI meeting notes you can search and chat with Free plan The free plan limits how much meeting history you can see Fathom You want calls recorded, transcribed and summarized Free plan Free includes unlimited recordings Notion AI Your team's docs and projects already live in Notion Free plan Free includes only a trial of Notion AI. Agents use credits Gamma You need a presentation, document or simple site from a prompt Free credits Free credits are one-time and don't refresh Grammarly You want grammar and tone checks inside the apps you write in Free plan Pro has a free trial
Already on ChatGPT or Claude? ChatGPT Work and Claude Slides and Docs cover many of these jobs without another subscription.
Dictation and speed
Tool Pick it when Start Know this Wispr Flow You want to dictate cleanly into any app Free plan Also offers a meeting notetaker Superwhisper You want dictation with offline recognition and custom modes Free plan Mac, Windows, iOS and Android Raycast You want a launcher with AI a keystroke away Free plan Raycast AI is part of the paid Pro plan
Your assistant may already cover this: Claude's quick entry opens with a double-tap of Option on Mac, and ChatGPT's desktop app dictates with Ctrl+Shift+D.
Build software and apps
Code with an agent
Tool Pick it when Start Know this Claude Code You want an agent that works in your repository from the terminal or desktop Paid Claude plans Shares usage with the rest of your Claude plan Codex You want OpenAI's coding agent with reviewable diffs and cloud tasks Included in ChatGPT plans Shares usage with ChatGPT Work Cursor You want an AI-first code editor Free plan Free includes limited agent requests GitHub Copilot Your code lives on GitHub and you want AI in your existing editor Free plan Paid plans can run Claude Code and Codex agents Devin Desktop You want an editor with long-running autonomous agents Check pricing Formerly Windsurf
Build apps without code
Tool Pick it when Start Know this Lovable You want a full web app from a description Free plan Free includes a small daily allowance of build credits Bolt You want to prototype and host a site or app quickly Free plan Free sites carry Bolt branding v0 You want web interfaces that deploy to Vercel Free plan Free includes a daily message limit Replit You want to build, run and host in one browser workspace Free plan Paid plans add more agent usage and collaborators
Before you build a whole app, check whether a ChatGPT Site or a Claude artifact already does the job.
Automate workflows
Tool Pick it when Start Know this Zapier You want the most app integrations with the least setup Free plan Free includes 100 tasks a month and two-step workflows Make You want visual, branching workflows with more control Check pricing Compare what counts as a billable step before you build n8n You want workflows you can self-host and extend with code Free trial Can be self-hosted. Cloud plans charge per workflow run, not per step Manus You want an agent that plans and carries out a whole task Free trial Meta's acquisition was blocked and is being unwound. The product is still live Genspark You want one agent workspace for research, slides, docs and calls Check pricing Compare credit costs before running long agent tasks Scheduled tasks in your assistant The job is a recurring brief or check you've already prompted well Included Covered in both ChatGPT and Claude guides
Not sure a schedule is the right shape? Read Routine vs Schedule vs Loop .
Images and design
Tool Pick it when Start Know this ChatGPT Images You want to generate and edit images in conversation ChatGPT plans Image turns use your limits faster than text Nano Banana You're in Gemini or Google Flow and want fast image edits Limited free use Paid Google AI plans include more credits Midjourney Visual style and aesthetic quality matter most Check pricing Can also animate images into short video clips Ideogram You need readable text inside the image Check pricing Proofread every word anyway Recraft You need vectors, icons or consistent brand illustrations Free plan Images made on the free plan are public and owned by Recraft Krea You want many image and video models in one place Free plan Free includes a small daily allowance Adobe Firefly You already work in Adobe apps Check plans Includes 30+ models across image, video and audio Canva You need finished social posts, docs or decks from templates Free plan Brand kits and more AI features are on paid plans Figma You design product interfaces with a team Free plan Paid seats include monthly AI credits
On a Claude paid plan, Claude Design builds mockups and one-pagers that follow your design system.
Video
Generate footage
Tool Pick it when Start Know this Google Flow You want cinematic clips with Google's Veo models Google AI Plus and up Uses credits from your Google AI plan Runway You want several video models plus editing tools in one app Free credits Free is a one-time 125 credits Kling You want text- or image-to-video with consistent multi-scene shots Check pricing Also available inside Runway Higgsfield You want video, animation and ad generation across many models Check pricing Compare credit costs per model before a big project
Avatars and presenters
Tool Pick it when Start Know this HeyGen You want a talking avatar or a translated version of your video Free plan Free includes 3 videos a month, up to 1 minute Synthesia You make training or internal videos at scale Free plan Paid plans add custom avatars and downloads
Edit and repurpose
Tool Pick it when Start Know this Descript You want to edit video or podcasts by editing the transcript Free plan Paid plans remove watermarks and add AI credits CapCut You make short-form social videos with captions and templates Free plan Works on desktop, mobile and the web OpusClip You want to turn long videos into short clips Free plan Free includes 60 credits a month
Voice, audio and music
Tool Pick it when Start Know this ElevenLabs You need voiceovers, voice cloning, dubbing or sound effects Free plan Commercial use starts on paid plans Fish Audio You want expressive text-to-speech and voice cloning Free plan Check the license for each voice you use Suno You want full songs from a prompt Free plan Commercial use rights come with paid plans Udio You want to make and share music inside Udio Check pricing Downloads are disabled, so tracks can't be used elsewhere Adobe Podcast Enhance You need to clean up voice recorded in a noisy room Free Works on speech, not music
Only clone a voice you own or have permission to use.
Email, social and sales
Tool Pick it when Start Know this Kit You run a creator newsletter Free plan Free covers up to 10,000 subscribers Manychat You want to automate Instagram, Facebook or WhatsApp DMs Check pricing Follow each platform's messaging rules Clay You research and enrich lead lists from many data sources Free plan Free includes 500 actions a month
Run AI locally and privately
Local models keep data on your machine and cost nothing per message. They're usually less capable than frontier models and need a reasonably powerful computer.
Tool Pick it when Start Know this Ollama You want the simplest way to run open models from the command line or apps Free locally A paid plan adds cloud usage LM Studio You want a desktop app to download and chat with local models Check pricing Now includes Bionic, an agent for documents, slides and code Jan You want an open-source ChatGPT-style app for local or cloud models Free, open source Connects to cloud models too, so check which one you're using Open WebUI You want a self-hosted chat interface for a team or home server Open source You run and secure the server yourself
Check each model's license before using it commercially.
For developers building with AI
Tool Pick it when Start Know this OpenRouter You want one API key for models from many providers Pay per use Buy credits once and use them with any model Hugging Face You need open models, datasets or a place to host demos Free plan Pro is $9/month Replicate You want to run open image, video or language models by API Pay per use Some models bill by compute time, others by input and output fal You need fast image and video generation APIs Pay per use Also rents GPUs by the hour AI SDK You're building AI features in TypeScript Open source Works with 100+ models Langfuse You need tracing, evaluations and prompt management Free plan Can be self-hosted
What changed in 2026
If a tutorial names one of these, it may be out of date.
Tool What changed When Sora OpenAI shut down the app and website. The API ends September 24, 2026 April 26, 2026 Windsurf Renamed Devin Desktop after Cognition's acquisition June 2, 2026 NotebookLM Renamed Gemini Notebook. Same product, notebooks carried over July 16, 2026 Le Chat Now Mistral Vibe 2026 Claude Cowork Merging with chat into one Claude conversation, starting with Pro and Max Rolling out GPT-5.5 Retiring from ChatGPT, ChatGPT Work and Codex October 14, 2026 Manus China blocked Meta's acquisition. The deal is being unwound and the product is still live April 27, 2026 Udio Downloads disabled after its Universal Music settlement October 30, 2025
Before you pay
Run through this list before you add another subscription:
Does your core assistant already do it? Try the job there first.Can you get your work out? Check exports, downloads and file formats.Who owns the output? Some free plans make your images public or exclude commercial use.Will your data be used for training? Find the setting before you upload anything sensitive.Subscription or credits? Credits can run out fast on video, agents and retries.Can your team use it? Check admin controls, shared billing and security reviews.Test it on a real task. Run the same job in two tools and keep the one whose output you'd actually use.
Go deeper: ChatGPT, End to End · Claude, End to End · ChatGPT Work vs Codex · How to Give AI Taste
Last checked against each tool's official site on September 16, 2026. Plans and features change often, so confirm the price on the tool's own pricing page before you pay. Nothing here is sponsored.