AI Tools Directory

The tools powering the AI economy.

52 AI tools curated for practitioners and enthusiasts. Every entry carries real pricing, what it is for, why it matters, and links to the terms and models behind it.

Editor's picks

ChatGPT

OpenAI's flagship assistant, now with always-on agents

OpenAI's ChatGPT runs on GPT-6 Astra and spans chat, autonomous agents (Dots), coding (Codex), and long-horizon research in a single desktop and web application. Free users get unlimited text conversations supported by ads; paid tiers unlock agentic workflows, Deep Research, voice, and higher model access. At DevDay 2026, OpenAI added Dots — always-on agents with their own cloud computers — alongside ChatGPT Space for shared team-and-agent workspaces.

Writing & ContentFreemiumFree (ad-supported, unlimited text on a lighter model); Go $8/mo; Plus $20/mo; Pro $100/mo (Pro 100), $200/mo (Pro 200), or $500/mo (Pro 500, includes Ultrafast); Business Standard $20/seat/mo (annual) or $25/seat/mo (monthly), Business Premium $100/seat/mo (annual) or $125/seat/mo (monthly); Enterprise custom
Power users and small teams who need a single platform for writing, coding, research, and autonomous agent tasks without managing separate AI tools

Claude

Long-context AI for reasoning, writing, and agentic work

Anthropic's AI assistant is built around precise instruction-following, long-context analysis, and multi-step agentic tasks. The current lineup spans Haiku 4.5 (fast, low-cost) through the Sonnet and Opus 5.x tiers (adaptive thinking, 1M-token context) to Fable 5.1 (frontier reasoning). Claude Code extends the platform into terminal-based and IDE-integrated software development workflows.

Writing & ContentFreemiumFree; Pro $20/mo ($17/mo annual); Max $100–$200/mo; Team Standard $20/seat/mo annual ($25 monthly); Team Premium $100/seat/mo annual ($125 monthly); Enterprise $20/seat/mo annual plus API usage
Developers, researchers, and enterprise teams that need deep reasoning, large-document analysis, or agentic coding pipelines

Midjourney

High-fidelity AI images from text prompts

Midjourney is known for the aesthetic quality of its output across photorealism, illustration, and concept art. Its V8.2 model — the default since July 24, 2026 — delivers roughly 5x faster generation and native 2K HD output versus V7, and its new Edit Model replaces the older Omni Reference, Character Reference, and Retexture tools with a single instruction-driven editor. The web interface also supports image-to-video generation, though that feature has not been updated recently and dedicated video tools remain stronger for motion work.

Image GenerationPaidBasic $10/mo (3.3 hrs Fast GPU), Standard $30/mo (15 hrs + unlimited Relax), Pro $60/mo (30 hrs + Stealth Mode), Mega $120/mo (60 hrs). Annual billing saves 20%. No free tier.
Designers, art directors, and creative professionals who prioritize aesthetic quality in AI-generated stills

Adobe Firefly

Commercially safe AI image, video, and audio studio

Adobe Firefly is trained on licensed and public-domain content, giving it the strongest IP-indemnification story of any major generative image tool for enterprise use. It has expanded from a standalone image generator into an all-in-one creative AI studio covering image, video, and audio, with 30+ partner models (including Google, OpenAI's GPT Image 2, Runway, and Kling 3.0) accessible alongside Adobe's own commercially safe models. The Firefly AI Assistant orchestrates multi-step creative workflows conversationally across Creative Cloud apps, and standalone plans require no Creative Cloud subscription.

Image GenerationFreemiumFree tier with limited daily generations (exact count not published, resets daily); paid standalone plans: Standard $9.99/mo (2,000 credits), Pro $19.99/mo (4,000 credits), Pro Plus $49.99/mo (10,000 credits; currently $34.97/mo first year through ~Oct 21, 2026), Premium $199.99/mo (50,000 credits + unlimited Firefly Video Model; currently $139.91/mo first year). Team plans mirror upper tiers per seat. Enterprise pricing custom.
Creative professionals and brand teams that need IP-safe AI imagery and video for commercial production, particularly those already in the Adobe ecosystem or running high-volume content pipelines

Runway

Professional AI video generation with scene consistency

Runway's Gen-4 and Gen-4.5 models produce cinematic AI video with character and environment consistency across shots, up to 4K resolution, and native audio — a substantial step beyond earlier generative video tools. The platform bundles generation with post-production capabilities including Aleph (in-video editing via text prompt) and Act-Two (motion transfer), making it usable across full production workflows. Used by film studios, ad agencies, and independent creators.

Video & AnimationFreemiumFree (125 one-time credits); Standard $15/mo ($12/mo annual, 625 credits/mo); Pro $35/mo ($28/mo annual, 2,250 credits/mo); Max $95/mo ($76/mo annual, 9,500 credits/mo with one-month rollover); Enterprise custom. Annual billing saves 20%. Credits are consumed per second of generated video; Gen-4 costs 12 credits/second.
Filmmakers, ad agencies, and content teams that need cross-shot character consistency and professional post-production control in a single platform

Synthesia

AI avatar video and interactive sessions for enterprise

Synthesia converts scripts into professional avatar-led videos in 140+ languages, used by 50,000+ companies for training, onboarding, and internal comms. The Synthesia 3.0 platform adds Express-3 full-body avatars, an AI video Assistant, Dubbing 2.0, and a Sessions layer for live two-way roleplay and survey conversations with avatars. SOC 2 Type II, ISO 27001/27701/42001, and GDPR compliance make it the default choice for regulated enterprise deployments.

Video & AnimationFreemiumBasic free (watermarked, limited credits); Starter $29/mo or ~$18/mo annually (1,200 credits, 125+ avatars, 10 min video/mo); Creator $89/mo or ~$64/mo annually (3,600 credits, 180+ avatars, 30 min video/mo, API access); Enterprise custom (unlimited minutes, 230+ avatars, SSO, SCORM)
Enterprise L&D, corporate comms, and sales enablement teams replacing traditional video production and in-person role-play training

Cursor

AI-native code editor, now a SpaceX company

Cursor is a VS Code fork with AI deeply embedded — codebase-aware chat, multi-file editing via Composer, and next-edit tab completion that jumps across files. Acquired by SpaceX in August 2026, it now operates as a subsidiary of SpaceXAI and has access to the Colossus GPU cluster for model development. It supports the current frontier model lineup (Claude, GPT, Gemini) plus its own Composer 2 coding model, with native MCP support and Cloud Agents for async, parallel task execution.

Coding & DevFreemiumHobby (free, limited), Pro $20/mo, Pro+ $60/mo, Ultra $200/mo, Teams $40/user/mo, Enterprise custom. Each paid plan includes a monthly credit pool equal to its price; Auto mode bills at the routed model's list price (flat-rate Auto retired August 2026). Annual billing discounts ~20%.
Software developers who want autonomous, multi-agent AI deeply embedded in their editor and are comfortable with usage-based credit billing

GitHub Copilot

Agentic AI coding platform across the dev lifecycle

GitHub Copilot has evolved from an autocomplete tool into a multi-model agentic coding platform. It handles inline completions, multi-file edits, autonomous agent mode in the IDE, a cloud agent that turns GitHub issues into draft PRs, and agentic code review — all selectable across a broad roster of frontier models including GPT-6, Claude, and Grok variants. Integrations span VS Code, JetBrains, Visual Studio, Xcode, Eclipse, and the CLI.

Coding & DevFreemiumFree (limited completions + credits); Pro $10/mo (~$15 AI Credits); Pro+ $39/mo (~$70 AI Credits, raised from $20 on July 6 2026); Max $100/mo (~$200 AI Credits). Business $19/seat/mo; Enterprise $39/seat/mo. All plans moved to usage-based AI Credits billing on June 1, 2026 (1 credit = $0.01).
Development teams on GitHub who want a single AI-native platform covering completions, autonomous coding agents, and code review across the full SDLC

Claude Code

Autonomous coding agent across terminal, IDE, and browser

Claude Code is Anthropic's agentic coding tool that reads your codebase, edits files, runs shell commands, and handles multi-step engineering tasks — from bug fixes to full feature implementation. It runs in the terminal, IDE, desktop app, and browser (cloud sessions), powered by Claude Sonnet 5 with a 1M-token context window. Pricing is bundled into Claude subscriptions starting at $20/month, with no standalone free tier for the agent.

Coding & DevPaidIncluded in paid Claude plans: Pro $20/mo ($17 annual), Max 5x $100/mo, Max 20x $200/mo, Team Standard $20–$25/seat, Team Premium $100–$125/seat, Enterprise $20/seat + API usage. Also available pay-per-token via Anthropic API. No free tier for the coding agent.
Engineers and dev teams who want a fully autonomous coding agent that works across terminal, IDE, and browser without switching tools

Perplexity

AI search and agentic research with cited sources

Perplexity started as an AI answer engine that replaced traditional search with real-time, cited responses, and has since expanded into a broader research platform. Its Computer product runs multi-step agentic workflows across 20+ models, Deep Research generates structured reports, and the Comet browser brings an AI assistant to every web page. Pro Search, focus modes, and a Sonar API remain available for developers.

ProductivityFreemiumFree; Pro $20/mo ($200/yr); Max $200/mo ($2,000/yr); Education Pro $10/mo (verified); Enterprise Pro $40/seat/mo ($400/yr); Enterprise Max $325/seat/mo ($3,250/yr)
Analysts, consultants, and knowledge workers who need fast, sourced answers and are moving toward AI-driven research automation

Gemini Notebook

Google's source-grounded research tool, now with code

Formerly NotebookLM, Gemini Notebook was renamed by Google on July 16, 2026, and remains a standalone research tool at notebook.google.com. You upload documents, PDFs, URLs, and notes; the AI answers questions, builds multi-source syntheses, and generates Audio and Video Overviews grounded exclusively in your sources. The June 2026 update added agentic research skills and native code execution inside notebooks, powered by Gemini 3.5.

Research & AnalysisFreemiumFree tier: 100 notebooks, 50 sources per notebook, 50 chats/day, 3 Audio Overviews/day — no credit card required. Higher limits bundled with Google AI Plus (~$4.99/mo), Google AI Pro ($19.99/mo), and Google AI Ultra ($99.99–$199.99/mo); no standalone Gemini Notebook subscription exists. Teams on Google Workspace Business Standard or above get Plus-level access at no extra line item.
Researchers, consultants, and knowledge workers who need to interrogate large document collections and produce structured outputs without leaving their source material

ElevenLabs

Full-stack AI audio platform built on lifelike voice

ElevenLabs produces highly natural speech synthesis via its Eleven v4 model, with fine-grained emotion, pacing, and intonation controls across 70+ languages. Beyond text-to-speech, the platform now spans voice cloning, conversational AI agents (ElevenAgents), AI dubbing, music generation, and Scribe speech-to-text — making it a broad AI audio infrastructure layer rather than a standalone TTS tool. Its API and CLI are widely used for content production, enterprise telephony, and accessibility applications.

Voice & AudioFreemiumFree tier (10k credits/mo, no commercial license); Starter $6/mo; Creator $22/mo; Pro $99/mo; Scale $299/mo; Business $990/mo; Enterprise custom. Credits meter TTS character usage; voice agents billed separately at ~$0.08/min plus LLM and telephony costs.
Product teams and enterprises embedding lifelike voice into customer-facing agents, content pipelines, or accessibility tooling at scale

Amazon Bedrock

100+ foundation models, one managed AWS API

Amazon Bedrock provides API access to 100+ AI models from 18+ providers — including Anthropic Claude, OpenAI GPT-5.6/GPT-6 Astra, Meta Llama 4, Grok 4.7, Amazon Nova, Mistral, and DeepSeek — through AWS-managed infrastructure with no servers to provision. Teams can fine-tune models on private data, build agentic pipelines via Bedrock AgentCore, and ground outputs with managed Knowledge Bases, all within AWS security and compliance boundaries. Pricing is token-based with five billing modes; a free tier is available for experimentation.

Enterprise AIFreemiumFree tier available for experimentation. On-demand pay-per-token from ~$0.035/M tokens (Amazon Nova Micro) up to $75/M tokens (top-tier frontier models). Batch inference at 50% off on-demand rates. Provisioned throughput and Enterprise (AWS EDP) plans available on request. Separate charges apply for Knowledge Base storage/retrieval, Guardrails, and AgentCore node transitions.
AWS-native enterprises that need a single control plane for multi-model AI applications with strict data governance, compliance, and agentic workflow requirements

Databricks

Data and AI lakehouse with agentic workflows

Databricks unifies data engineering, analytics, and AI on a single lakehouse platform built on Delta Lake and Apache Spark. Its 2026 product suite spans Lakeflow for pipelines, Lakebase for operational Postgres, Genie for agentic AI coworkers, and Unity Catalog for governance — making it a full-stack platform for enterprises that want data infrastructure and AI in one governed environment. The platform runs across AWS, Azure, and GCP and has deep integrations with Microsoft 365, Teams, and Copilot.

Enterprise AIEnterpriseConsumption-based, no public seat tiers. Billed in DBUs (Databricks Units) at rates that vary by workload: Data Engineering (Lakeflow Jobs) from ~$0.15/DBU, SQL Warehousing from ~$0.22/DBU, Interactive/Data Science from ~$0.40/DBU, AI model serving and agents from ~$0.07/DBU, Lakebase (operational Postgres) from ~$0.069/CU. Classic compute carries a second cloud infrastructure bill on top; serverless compute bundles it. Committed-use contracts reduce effective rates. Median contract ~$250K/year; enterprise deployments commonly exceed $500K. Free trial available.
Data-intensive enterprises that need a single governed platform for data engineering, analytics, and production AI agents — especially those already on AWS, Azure, or GCP with large Spark or SQL workloads.

All tools

ChatGPT

OpenAI's flagship assistant, now with always-on agents

OpenAI's ChatGPT runs on GPT-6 Astra and spans chat, autonomous agents (Dots), coding (Codex), and long-horizon research in a single desktop and web application. Free users get unlimited text conversations supported by ads; paid tiers unlock agentic workflows, Deep Research, voice, and higher model access. At DevDay 2026, OpenAI added Dots — always-on agents with their own cloud computers — alongside ChatGPT Space for shared team-and-agent workspaces.

Writing & ContentFreemiumFree (ad-supported, unlimited text on a lighter model); Go $8/mo; Plus $20/mo; Pro $100/mo (Pro 100), $200/mo (Pro 200), or $500/mo (Pro 500, includes Ultrafast); Business Standard $20/seat/mo (annual) or $25/seat/mo (monthly), Business Premium $100/seat/mo (annual) or $125/seat/mo (monthly); Enterprise custom
Power users and small teams who need a single platform for writing, coding, research, and autonomous agent tasks without managing separate AI tools

Claude

Long-context AI for reasoning, writing, and agentic work

Anthropic's AI assistant is built around precise instruction-following, long-context analysis, and multi-step agentic tasks. The current lineup spans Haiku 4.5 (fast, low-cost) through the Sonnet and Opus 5.x tiers (adaptive thinking, 1M-token context) to Fable 5.1 (frontier reasoning). Claude Code extends the platform into terminal-based and IDE-integrated software development workflows.

Writing & ContentFreemiumFree; Pro $20/mo ($17/mo annual); Max $100–$200/mo; Team Standard $20/seat/mo annual ($25 monthly); Team Premium $100/seat/mo annual ($125 monthly); Enterprise $20/seat/mo annual plus API usage
Developers, researchers, and enterprise teams that need deep reasoning, large-document analysis, or agentic coding pipelines

Copy.ai

GTM AI platform, now part of Fullcast

Copy.ai, acquired by RevOps platform Fullcast in October 2025, has evolved from an AI copywriting tool into a go-to-market AI platform combining workflow automation, trainable content agents, and multi-LLM content generation across OpenAI, Anthropic, and Google Gemini models. It connects sales and marketing pipelines end-to-end via CRM integrations, a unified data layer (Tables), and pre-built GTM workflows covering prospecting, lead processing, and account-based marketing. The free tier has been discontinued; new customers start at a paid plan.

Writing & ContentPaidNo free tier for new customers. Chat $29/mo ($24/mo billed annually, 5 seats, unlimited chat, no workflow credits); Agents $249/mo (up to 10 seats, 10,000 workflow credits/mo, Content Agent Studio); Enterprise custom (guided implementation, API access, bulk workflow runs). Growth/Expansion/Scale tiers ($1,000–$3,000/mo) no longer listed on public pricing page as of September 2026 — verify current availability with sales.
B2B revenue teams that need a unified platform to automate sales outreach, marketing content, and GTM workflows at scale — particularly those already in the Fullcast/RevOps ecosystem

Jasper

Brand-governed AI agents for marketing teams

Jasper is a marketing-first AI agents platform built around brand consistency and campaign-scale execution. It combines brand voice enforcement, autonomous GEO and content agents, bulk content generation via Jasper Grid, and deep integrations with Slack, Google Drive, HubSpot, and Salesforce. A 7-day free trial is available; the Creator plan was discontinued in May 2026 and there is no permanent free tier.

Writing & ContentPaidPro $69/seat/mo (or $59/seat/mo billed annually); Business custom pricing (contact sales, 12-month minimum). Creator plan discontinued May 2026.
Mid-market and enterprise marketing teams that need brand-governed, multi-channel content execution at scale without manual model management

Grammarly

AI writing assistant, now inside a broader productivity suite

Grammarly is an AI writing assistant that catches grammar, spelling, tone, and clarity issues in real time across browsers, desktop apps, and mobile — used by over 40 million people daily. Its Pro plan includes brand voice controls, style guides, and 2,000 AI prompts per month at $12/mo (annual). Note: Grammarly's parent company rebranded to 'Superhuman' in October 2025 after acquiring the Superhuman email client and Coda; the Grammarly writing product retains its name and continues to operate as before.

Writing & ContentFreemiumFree; Pro $12/mo (annual, $30/mo monthly); Superhuman Business bundle ~$33/mo (annual, adds Superhuman Mail and Coda); Enterprise custom-quoted
Business professionals and teams who write daily across email, docs, and web apps and need consistent, on-brand output

Notion AI

AI agents and search inside your workspace

Notion AI embeds generative and autonomous AI directly into the workspace millions use for docs, wikis, and project management. The Business plan bundles full AI: writing, Q&A across your knowledge base, AI Meeting Notes, Enterprise Search spanning Slack and Google Drive, and autonomous Agents that can work for up to 20 minutes on multi-step tasks. The May 2026 Developer Platform (v3.5) added Workers for sandboxed code execution, Database Sync for live external data, and an External Agents API that lets tools like Claude Code, Codex, and Cursor operate directly inside the workspace.

Writing & ContentFreemiumFree (limited AI trial only); Plus $10/user/mo (limited AI trial only); Business $20/user/mo billed annually (full Notion AI bundled — Agents, Meeting Notes, Enterprise Search); Enterprise custom (zero-data-retention AI, advanced admin). Custom Agents require separate Notion Credits at $10/1,000 credits on Business and Enterprise.
Teams already on Notion's Business plan who want autonomous AI agents, embedded meeting transcription, and an orchestration layer for external coding agents — without adding a separate AI tool

Writesonic

SEO and AI search visibility in one platform

Writesonic combines AI article writing with built-in SEO tools and Generative Engine Optimization (GEO) tracking, helping marketing teams create content that ranks on both Google and AI platforms like ChatGPT, Gemini, and Perplexity. Its AI Article Writer produces long-form, SEO-optimized drafts using real-time web and competitor data, while the GEO module monitors brand citations, sentiment, and share of voice across AI search engines. An AI Visibility Action Center and AI Search Volume Explorer—drawing on 120M+ AI conversations—round out the platform's shift from pure writing tool to AI search visibility system.

Writing & ContentPaidFree trial (no credit card required, no permanent free tier); Lite plan from $39/mo billed annually ($49/mo monthly); Standard $79/mo annual ($99/mo monthly); Professional $199/mo annual ($249/mo monthly); Advanced $399/mo annual ($499/mo monthly); Enterprise custom pricing
Content marketers and SEO teams who need to rank in both traditional search and AI-generated answers, and want to monitor brand visibility across AI platforms in the same workflow

Midjourney

High-fidelity AI images from text prompts

Midjourney is known for the aesthetic quality of its output across photorealism, illustration, and concept art. Its V8.2 model — the default since July 24, 2026 — delivers roughly 5x faster generation and native 2K HD output versus V7, and its new Edit Model replaces the older Omni Reference, Character Reference, and Retexture tools with a single instruction-driven editor. The web interface also supports image-to-video generation, though that feature has not been updated recently and dedicated video tools remain stronger for motion work.

Image GenerationPaidBasic $10/mo (3.3 hrs Fast GPU), Standard $30/mo (15 hrs + unlimited Relax), Pro $60/mo (30 hrs + Stealth Mode), Mega $120/mo (60 hrs). Annual billing saves 20%. No free tier.
Designers, art directors, and creative professionals who prioritize aesthetic quality in AI-generated stills

ChatGPT Images

AI image generation built into ChatGPT

OpenAI's ChatGPT Images (now powered by GPT Image 2.5, released September 8 2026) is the default image engine across all ChatGPT tiers, replacing both DALL-E 3 and the DALL-E GPT (retired August 30 2026). It generates and precisely edits images from natural language, with up to 4K resolution via the API, a thinking mode for reasoned generation, and new workflow tools including Templates, Sketch, and prompt sharing. Two API variants — Flare (speed-optimized) and Sunburst (detail-optimized) — give developers finer control over cost and fidelity.

Image GenerationFreemiumImage generation available on all ChatGPT plans including Free ($0), Go ($8/mo), Plus ($20/mo), and Pro ($100/mo); per-plan generation caps apply but are not publicly disclosed. API billed per token: $5/1M text input, $8/1M image input, $30/1M image output (batch at roughly half rate). Per-image API cost ranges from ~$0.006 (low, 1024×1024) to ~$0.211 (max quality).
ChatGPT users and developers who need current-generation image generation and precise editing — from quick consumer drafts to API-scale multi-image pipelines — without leaving the chat or managing a separate image tool

Adobe Firefly

Commercially safe AI image, video, and audio studio

Adobe Firefly is trained on licensed and public-domain content, giving it the strongest IP-indemnification story of any major generative image tool for enterprise use. It has expanded from a standalone image generator into an all-in-one creative AI studio covering image, video, and audio, with 30+ partner models (including Google, OpenAI's GPT Image 2, Runway, and Kling 3.0) accessible alongside Adobe's own commercially safe models. The Firefly AI Assistant orchestrates multi-step creative workflows conversationally across Creative Cloud apps, and standalone plans require no Creative Cloud subscription.

Image GenerationFreemiumFree tier with limited daily generations (exact count not published, resets daily); paid standalone plans: Standard $9.99/mo (2,000 credits), Pro $19.99/mo (4,000 credits), Pro Plus $49.99/mo (10,000 credits; currently $34.97/mo first year through ~Oct 21, 2026), Premium $199.99/mo (50,000 credits + unlimited Firefly Video Model; currently $139.91/mo first year). Team plans mirror upper tiers per seat. Enterprise pricing custom.
Creative professionals and brand teams that need IP-safe AI imagery and video for commercial production, particularly those already in the Adobe ecosystem or running high-volume content pipelines

Ideogram

Open-weight image model with precise text and layout control

Ideogram generates images with unusually accurate in-image text and, since the 4.0 release in June 2026, outputs native 2K images as editable layered files rather than flat frames. The 9.3B-parameter open-weight model supports structured JSON prompting with bounding-box coordinates, making it unusually automation-friendly. A regional image-editing model (4.5) launched October 2026.

Image GenerationFreemiumFree (10 slow credits/week); Basic $8/mo; Plus $20/mo ($15/mo annual, 1,000 priority credits); Pro $60/mo ($42/mo annual, 3,500 priority credits); Team ~$30/user/mo; Enterprise custom. API billed separately at $0.025–$0.10/image.
Designers and marketing teams who need precise typographic control in generated images and want an automation-ready API with open-weight flexibility

Leonardo AI

Multi-model image and video platform, now Canva-owned

Leonardo AI is a generative image and video platform acquired by Canva in July 2024 and rebranded under the 'Yours to Create' identity in early 2026. It aggregates its own Phoenix, Lucid Origin, and Lucid Realism foundation models alongside third-party FLUX, Veo, and Kling models in a single interface, with a canvas editor, LoRA-based custom model training, and — as of August 2026 — Seed Audio voiceover generation. The free tier provides 150 tokens per day for non-commercial use; paid tiers add commercial rights, private generations, and higher output volume.

Image GenerationFreemiumFree (150 tokens/day, non-commercial); Essential $12/mo; Premium $30/mo; Ultimate $60/mo. Annual billing saves up to 20%. Team plans from $72/mo; consumption-based API available.
Designers and game studios who need style-consistent image and video output with custom model training, without managing separate subscriptions for each frontier model

World Labs

Generative 3D worlds, now being acquired by AMD

World Labs is a 3D world-model company founded by Fei-Fei Li whose flagship product, Marble, generates navigable, persistent 3D environments from text, images, video, or 360° panoramas. In September 2026, AMD announced an $8.2 billion all-stock acquisition of World Labs (expected to close by end of 2026, pending regulatory approval); product continuity for Marble and the World API has not been confirmed by either company. World Labs also unveiled Atlas in September 2026, an omni world model for camera-controlled video, 3D reconstruction, and simulation — currently in early access with select partners only, with no public pricing or release date.

Image GenerationFreemiumFree plan includes ~7,000 credits/month (approx. 4 worlds); paid plans at $20/mo (Standard), $35/mo (Pro), and $95/mo (Max) with increasing generation quotas and export options. API credits sold separately via the World Labs Platform at $1.00 per 1,250 credits (minimum purchase $5). Note: product continuity post-AMD acquisition has not been confirmed.
Game studios, VFX teams, and robotics developers who need to generate and iterate on explorable 3D environments without manual modeling — with the caveat that the AMD acquisition creates near-term product roadmap uncertainty.

Runway

Professional AI video generation with scene consistency

Runway's Gen-4 and Gen-4.5 models produce cinematic AI video with character and environment consistency across shots, up to 4K resolution, and native audio — a substantial step beyond earlier generative video tools. The platform bundles generation with post-production capabilities including Aleph (in-video editing via text prompt) and Act-Two (motion transfer), making it usable across full production workflows. Used by film studios, ad agencies, and independent creators.

Video & AnimationFreemiumFree (125 one-time credits); Standard $15/mo ($12/mo annual, 625 credits/mo); Pro $35/mo ($28/mo annual, 2,250 credits/mo); Max $95/mo ($76/mo annual, 9,500 credits/mo with one-month rollover); Enterprise custom. Annual billing saves 20%. Credits are consumed per second of generated video; Gen-4 costs 12 credits/second.
Filmmakers, ad agencies, and content teams that need cross-shot character consistency and professional post-production control in a single platform

Pika

AI video, image, and audio in one studio

Pika is a browser-based creative studio that generates and edits video, images, and audio from text or image inputs. Its September 2026 relaunch replaced the single prompt box with seven purpose-built apps — including Video Studio for multi-shot sequences up to 3 minutes, Character Studio, and Pika Soundtrack — automatically routing each job across multiple underlying models. Signature Pikaffects (inflate, melt, explode) remain its most distinctive differentiator against Runway and Kling.

Video & AnimationFreemiumFree (80 credits/mo, 480p, watermarked); Standard $10/mo or $8/mo annual (700 credits, 1080p, no watermark, but no commercial use); Pro $35/mo or $28/mo annual (2,300 credits, commercial use); Fancy $95/mo or $76/mo annual (6,000 credits, fastest). Commercial rights require Pro or above.
Solo creators and social media marketers who need fast, effects-driven short video with integrated audio, without a video editing background

HeyGen

AI avatar videos without a camera or crew

HeyGen generates professional talking-head videos using customizable AI avatars (Avatar V) and voice cloning, with lip-sync translation across 175+ languages. Teams use it for training, sales enablement, and localization at scale — no studio, actors, or per-video recording required. A prompt-to-video agent (Video Agent + HyperFrames) and a pay-as-you-go API extend the platform into automated content pipelines.

Video & AnimationFreemiumFree (3 watermarked 1-min videos/mo); Creator $29/mo (600 credits, 1080p, voice cloning); Pro $49/mo (1,000 credits, 4K export) scaling to $4,300/mo for 100,000 credits; Business $149/mo + $20/seat (1,500 credits, SSO, SCORM, LMS); Enterprise custom. Legacy Team plan retired Jan 2026.
L&D teams, sales orgs, and global marketing teams that need personalized or localized video at volume without recurring production costs

Synthesia

AI avatar video and interactive sessions for enterprise

Synthesia converts scripts into professional avatar-led videos in 140+ languages, used by 50,000+ companies for training, onboarding, and internal comms. The Synthesia 3.0 platform adds Express-3 full-body avatars, an AI video Assistant, Dubbing 2.0, and a Sessions layer for live two-way roleplay and survey conversations with avatars. SOC 2 Type II, ISO 27001/27701/42001, and GDPR compliance make it the default choice for regulated enterprise deployments.

Video & AnimationFreemiumBasic free (watermarked, limited credits); Starter $29/mo or ~$18/mo annually (1,200 credits, 125+ avatars, 10 min video/mo); Creator $89/mo or ~$64/mo annually (3,600 credits, 180+ avatars, 30 min video/mo, API access); Enterprise custom (unlimited minutes, 230+ avatars, SSO, SCORM)
Enterprise L&D, corporate comms, and sales enablement teams replacing traditional video production and in-person role-play training

Cursor

AI-native code editor, now a SpaceX company

Cursor is a VS Code fork with AI deeply embedded — codebase-aware chat, multi-file editing via Composer, and next-edit tab completion that jumps across files. Acquired by SpaceX in August 2026, it now operates as a subsidiary of SpaceXAI and has access to the Colossus GPU cluster for model development. It supports the current frontier model lineup (Claude, GPT, Gemini) plus its own Composer 2 coding model, with native MCP support and Cloud Agents for async, parallel task execution.

Coding & DevFreemiumHobby (free, limited), Pro $20/mo, Pro+ $60/mo, Ultra $200/mo, Teams $40/user/mo, Enterprise custom. Each paid plan includes a monthly credit pool equal to its price; Auto mode bills at the routed model's list price (flat-rate Auto retired August 2026). Annual billing discounts ~20%.
Software developers who want autonomous, multi-agent AI deeply embedded in their editor and are comfortable with usage-based credit billing

GitHub Copilot

Agentic AI coding platform across the dev lifecycle

GitHub Copilot has evolved from an autocomplete tool into a multi-model agentic coding platform. It handles inline completions, multi-file edits, autonomous agent mode in the IDE, a cloud agent that turns GitHub issues into draft PRs, and agentic code review — all selectable across a broad roster of frontier models including GPT-6, Claude, and Grok variants. Integrations span VS Code, JetBrains, Visual Studio, Xcode, Eclipse, and the CLI.

Coding & DevFreemiumFree (limited completions + credits); Pro $10/mo (~$15 AI Credits); Pro+ $39/mo (~$70 AI Credits, raised from $20 on July 6 2026); Max $100/mo (~$200 AI Credits). Business $19/seat/mo; Enterprise $39/seat/mo. All plans moved to usage-based AI Credits billing on June 1, 2026 (1 credit = $0.01).
Development teams on GitHub who want a single AI-native platform covering completions, autonomous coding agents, and code review across the full SDLC

Claude Code

Autonomous coding agent across terminal, IDE, and browser

Claude Code is Anthropic's agentic coding tool that reads your codebase, edits files, runs shell commands, and handles multi-step engineering tasks — from bug fixes to full feature implementation. It runs in the terminal, IDE, desktop app, and browser (cloud sessions), powered by Claude Sonnet 5 with a 1M-token context window. Pricing is bundled into Claude subscriptions starting at $20/month, with no standalone free tier for the agent.

Coding & DevPaidIncluded in paid Claude plans: Pro $20/mo ($17 annual), Max 5x $100/mo, Max 20x $200/mo, Team Standard $20–$25/seat, Team Premium $100–$125/seat, Enterprise $20/seat + API usage. Also available pay-per-token via Anthropic API. No free tier for the coding agent.
Engineers and dev teams who want a fully autonomous coding agent that works across terminal, IDE, and browser without switching tools

Replit

AI Agent builds and deploys apps from your browser

Replit combines a cloud IDE, AI Agent, and deployment platform in one browser-based workspace. The Agent can scaffold, debug, and ship full applications from a natural-language prompt, with hosting, databases, and auth included. Pricing runs on a subscription-plus-credits model: the plan fee buys a monthly usage allowance; heavy Agent sessions or always-on deployments draw pay-as-you-go charges on top.

Coding & DevFreemiumStarter free (daily Agent credits, 1 published project); Core $20/mo ($18/mo annual, includes $20 usage credits); Pro $100/mo ($90/mo annual, up to 15 builders, $100 pooled credits, credit rollover, priority support); Enterprise custom. All paid plans use effort-based billing — usage beyond included credits is charged pay-as-you-go.
Solo founders and small product teams who want to go from prompt to deployed app without leaving the browser

v0

Prompt-to-app builder for Next.js and React

Vercel's v0 (now at v0.app) generates production-ready Next.js and React applications from natural language prompts, screenshots, or Figma files using shadcn/ui and Tailwind CSS. It has expanded well beyond UI components into a browser-based agentic dev environment with a sandbox runtime, Git panel, and database integrations. Billing is token-credit-based across Free, Plus ($30/user/mo), Business ($100/user/mo), and Enterprise tiers; the legacy $20 Premium plan is no longer available to new users.

Coding & DevFreemiumFree ($5 credits/mo, 7 messages/day); Plus $30/user/mo ($30 credits + $2 daily login credits); Business $100/user/mo (training opt-out, advanced controls); Enterprise custom. Legacy $20/mo Premium plan sunsetted for new users. Additional credits purchasable on paid plans; own model tiers (v0 Mini, Pro, Max, Max Fast) with per-token rates.
Frontend and full-stack developers who want to scaffold, iterate, and ship Next.js applications from a browser without a local dev environment

Bolt

Prompt to full-stack app, runs in the browser

Bolt by StackBlitz generates complete, runnable full-stack applications from a text prompt, using WebContainers to execute real Node.js natively in the browser with no local setup. Bolt Cloud (launched September 2025) adds built-in databases, auth, file storage, edge functions, and hosting, removing the need for external providers. A May 2026 Microsoft partnership makes Bolt available via Microsoft Marketplace with direct Azure deployment and Microsoft 365 Copilot integration for enterprise teams.

Coding & DevFreemiumFree tier: 1M tokens/month (300K daily cap). Pro: $25/mo (10M tokens, no daily limit, token rollover, custom domains). Teams: $30/user/mo (Pro features plus centralized billing, admin controls, private NPM registries). Enterprise: custom pricing with SSO, RBAC, and own-tenant Azure/AWS deployment.
Founders, product managers, and developers who need a working full-stack prototype fast, including enterprise teams already running on Microsoft Azure or M365

Devin Desktop

Cognition's agentic IDE, formerly Windsurf

Formerly Windsurf, Devin Desktop is Cognition's AI-native VS Code-based editor, rebranded on June 2, 2026 after the July 2025 acquisition; it pairs a local agent (formerly Cascade, now Devin Local) with asynchronous cloud Devin sessions managed from a single Agent Command Center. It supports multi-file agentic editing, Cognition's SWE-2 model, and frontier models from OpenAI, Anthropic, and Google, and shares one subscription with the cloud Devin agent (covered in its own entry). Existing Windsurf plans, extensions, and settings migrated automatically; windsurf.com now redirects to devin.ai.

Coding & DevFreemiumShares the Devin plan ladder: Free (limited daily/weekly quota); Pro $20/seat/mo (standard quota, SWE-2, all frontier models); Max $200/seat/mo (heavy quota for power users); Teams $80/mo base + $40/seat/mo; Enterprise custom. Add-on usage billed at API list rates. Annual discount ~17–20%.
Developers and engineering teams who want a single editor surface for both interactive agentic coding and delegating longer tasks to cloud agents

Devin

Autonomous AI software engineer with cloud and local IDE

Devin is Cognition's autonomous AI software engineer that operates in a cloud sandbox — with a browser, terminal, and code editor — to complete engineering tasks end-to-end from a ticket or prompt, returning a pull request without step-by-step guidance. Cognition's acquisition of Windsurf (rebranded Devin Desktop in June 2026 and listed separately in this directory) expanded the suite to include a local agentic IDE, Devin CLI, and Devin Review for automated PR analysis. It integrates with GitHub, GitLab, Jira, Linear, Slack, Notion, and Sentry, and runs Cognition's own SWE-2 model alongside frontier models from OpenAI, Anthropic, and Google.

Coding & DevFreemiumFree tier with limited daily/weekly quota and restricted model access. Pro at $20/seat/month with increased quotas and full frontier model access (OpenAI, Claude, Gemini) plus Devin Cloud. Max at $200/seat/month with significantly higher quotas for heavy users. Teams at $80/month base + $40/month per full developer seat (centralized billing, admin dashboard, priority support). Enterprise is custom. Overages on any paid plan are billed at API list prices; ACUs remain in enterprise order forms only.
Engineering teams that want to delegate well-scoped, repeatable tasks — bug fixes, test writing, legacy modernization, and boilerplate — to an autonomous agent, and need both a cloud agent and a local IDE under one billing relationship.

Perplexity

AI search and agentic research with cited sources

Perplexity started as an AI answer engine that replaced traditional search with real-time, cited responses, and has since expanded into a broader research platform. Its Computer product runs multi-step agentic workflows across 20+ models, Deep Research generates structured reports, and the Comet browser brings an AI assistant to every web page. Pro Search, focus modes, and a Sonar API remain available for developers.

ProductivityFreemiumFree; Pro $20/mo ($200/yr); Max $200/mo ($2,000/yr); Education Pro $10/mo (verified); Enterprise Pro $40/seat/mo ($400/yr); Enterprise Max $325/seat/mo ($3,250/yr)
Analysts, consultants, and knowledge workers who need fast, sourced answers and are moving toward AI-driven research automation

Otter.ai

Meeting transcription and searchable conversation knowledge

Otter.ai joins your meetings, transcribes in real time, and generates summaries with action items across Zoom, Google Meet, and Teams. In April 2026 it launched a Conversational Knowledge Engine, repositioning from a note-taker to a searchable meeting knowledge layer with agentic capabilities. AI Chat lets users query single meetings or the full meeting history, with sources shown, and the tool now acts as both an MCP client and server.

ProductivityFreemiumFree (300 min/mo, 30 min/meeting cap, 3 lifetime imports); Pro $16.99/user/mo or $8.33/user/mo billed annually (1,200 min/mo, 90 min/meeting, 10 imports/mo); Business $30/user/mo or $19.99/user/mo annually (unlimited recording, 4-hr meeting cap); Enterprise custom. Note: Pro minutes were cut from 6,000 to 1,200/mo with no price reduction.
Revenue and operations teams that need a searchable archive of meeting decisions and want to push action items directly into CRM or project tools

Granola

Bot-free AI notepad that enhances your meeting notes

Granola captures meeting audio locally on your device and enhances your rough notes into structured summaries — no bot joins the call, so attendees see no recording notification. The product has expanded from a solo Mac tool into a cross-platform (Mac, Windows, iOS, Android, Apple Watch) team layer, with Spaces for shared context, Recipes for repeatable post-meeting workflows, and an MCP server that lets tools like Claude and ChatGPT pull from your meeting notes directly.

ProductivityFreemiumBasic free (note history capped at last 30 days); Business $14/user/month (unlimited history, integrations, MCP, Recipes); Enterprise $35/user/month (SSO, API access, org-wide AI training opt-out)
Professionals and small teams who take their own notes and want AI to structure them, without exposing a recording bot to call attendees

Reclaim AI

AI calendar that defends focus time, now from Dropbox

Reclaim AI (now branded Reclaim.ai from Dropbox following a 2024 acquisition) automatically schedules meetings, habits, tasks, and buffer time around your priorities on Google Calendar and Microsoft Outlook. It reschedules blocks in real time when conflicts arise and syncs bidirectionally with Asana, Jira, ClickUp, Linear, and Todoist. Team tiers add workforce analytics, delegated access, and org-chart-aware scheduling.

ProductivityFreemiumLite free (1 user, 5 AI agents); Starter $10/seat/mo annual ($12 monthly, up to 10 seats); Business $15/seat/mo annual ($18 monthly, up to 100 seats); Enterprise $22/seat/mo annual (100+ seats, contact sales)
Knowledge workers and ops teams who need automated, priority-driven time blocking across Google or Outlook without replacing their existing calendar and task stack

Zapier AI

Connect 9,000+ apps with AI-powered automation

Zapier is the most widely used no-code automation platform, now connecting 9,000+ apps with AI-native features including a Copilot workflow builder, autonomous Agents, and an MCP server that lets Claude, ChatGPT, and Cursor trigger real actions across your app stack. Pricing is task-based; AI steps consume tasks at rates that vary by model tier since June 2026. Zapier Functions has been deprecated as of May 2026.

ProductivityFreemiumFree (100 tasks/mo); Professional from $29.99/mo (monthly) or $19.99/mo (annual, 750 tasks); Team from $103.50/mo (monthly) or $69/mo (annual, 2,000 tasks); Enterprise custom. AI by Zapier steps billed by model tier (Standard/Advanced/Premium) since June 2026.
Operations teams and RevOps leads automating multi-app workflows without engineering support, and developers embedding AI agents across a broad app stack via MCP

Meta Muse

Personal agent that books, buys, and acts for you

Meta Muse is a personal AI agent launched September 8, 2026, that runs on a dedicated Muse Secure VM cloud computer and takes real-world actions on users' behalf — booking travel, sending emails, filling out forms, and making purchases via single-use virtual cards through Stripe Link. It operates across iOS, Android, WhatsApp, web, and Mac, continuing tasks in the background after you close the app. As of October 1, 2026, a Muse for Small Business tier connects the agent to Shopify, QuickBooks, Asana, Slack, Zoom, Canva, and other business tools.

ProductivityFreemiumFree tier (up to 100M tokens/week; payment card required); Power plan at $20/month; Maximum plan at $100/month. Available in the US; Canada access reported. Small-business pricing not separately announced.
Individuals and small-business owners in the US who want an always-on agent to handle repetitive tasks — bookings, shopping, forms, and business operations across tools like Shopify and QuickBooks — without manual follow-up.

Elicit

AI research assistant for systematic literature review

Elicit searches 138M+ academic papers, extracts structured data into comparison tables, and runs multi-step Research Agent workflows for systematic evidence synthesis. It supports PRISMA 2020-compliant reviews and exposes an API and MCP server so teams can embed literature search into their own pipelines. Pricing has moved well beyond a simple free/plus model — serious use requires the $49/mo Pro tier or above.

Research & AnalysisFreemiumBasic free (2 reports/mo, 2 table columns); Pro $49/user/mo (systematic review workflow, 144 reports/yr, API access); Scale $169/user/mo (collaboration, figure extraction, 200 data sources); Enterprise custom (SSO, SAML, single-tenancy)
Researchers and evidence teams running systematic reviews or meta-analyses who need structured extraction at scale, not just paper discovery

Consensus

AI search engine across 400M research papers

Consensus searches over 400 million peer-reviewed papers and returns cited, evidence-grounded answers in plain English. Its Consensus Meter visualizes scientific agreement across studies for yes/no questions, while Deep Search runs multi-paper literature reviews across up to 100 papers in a single query. The platform integrates with ChatGPT, Claude, Microsoft 365 Copilot, Zotero, and a public API.

Research & AnalysisFreemiumFree (10 Pro messages/mo, 3 Deep reviews/mo); Pro $20/mo or $144/yr (unlimited Pro messages, 15 Deep reviews/mo); Deep $65/mo or $540/yr (200 Deep reviews/mo); Teams and Enterprise custom
Researchers, clinicians, and analysts who need citation-backed evidence synthesis without manually reading dozens of papers

Gemini Notebook

Google's source-grounded research tool, now with code

Formerly NotebookLM, Gemini Notebook was renamed by Google on July 16, 2026, and remains a standalone research tool at notebook.google.com. You upload documents, PDFs, URLs, and notes; the AI answers questions, builds multi-source syntheses, and generates Audio and Video Overviews grounded exclusively in your sources. The June 2026 update added agentic research skills and native code execution inside notebooks, powered by Gemini 3.5.

Research & AnalysisFreemiumFree tier: 100 notebooks, 50 sources per notebook, 50 chats/day, 3 Audio Overviews/day — no credit card required. Higher limits bundled with Google AI Plus (~$4.99/mo), Google AI Pro ($19.99/mo), and Google AI Ultra ($99.99–$199.99/mo); no standalone Gemini Notebook subscription exists. Teams on Google Workspace Business Standard or above get Plus-level access at no extra line item.
Researchers, consultants, and knowledge workers who need to interrogate large document collections and produce structured outputs without leaving their source material

HubSpot AI

Agent-powered CRM across the full funnel

HubSpot embeds AI throughout its CRM, marketing, sales, and service hubs under a unified agent layer now called Agent Hub. Breeze Assistant (which replaced ChatSpot) handles natural-language CRM interaction, while named agents — Customer, Prospecting, and Data — run on outcome-based pricing. Major 2026 additions include HubSpot AEO for AI-search visibility, Smart Deal Progression, and Revenue Hub (the rebranded Commerce Hub with CPQ and Contracts).

Marketing & SalesFreemiumFree CRM with limited AI; Starter ~$20/seat/mo; Professional $90/seat/mo (or $800/mo flat for Marketing Hub); Enterprise $150/seat/mo. AI agents billed on outcomes via HubSpot Credits (~$10/1,000 credits): Customer Agent $0.50/resolved conversation, Prospecting Agent $1.00/recommended lead. Credits don't auto-cap — overages bill automatically. Mandatory onboarding fees apply at Professional ($3,000) and Enterprise ($7,000) tiers.
RevOps and marketing teams at SMB-to-mid-market companies that want AI agents embedded natively in their CRM rather than bolted on

Lavender

Real-time AI email coach for B2B reply rates

Lavender scores sales emails in real time against a dataset of billions of B2B emails and suggests specific fixes to subject lines, length, tone, and personalization. Paid tiers add prospect research, communication-style matching, and team coaching dashboards. In 2026, Lavender also launched Ora, an autonomous AI sales agent that researches prospects and drafts personalized cold emails independently.

Marketing & SalesFreemiumFree (5 emails/mo); Starter $29/mo; Individual Pro $49/mo; Teams $69/user/mo; Enterprise custom (~$89+/user/mo). Annual billing saves ~20%. Ora AI agent add-on at $500/agent/mo.
SDRs and sales managers who want data-driven, in-workflow email coaching to measurably improve cold email reply rates

Descript

Edit video and audio by editing text

Descript transcribes media and lets you cut video or audio by editing the transcript — delete a sentence and it disappears from the timeline. Its Underlord AI assistant handles filler-word removal, Studio Sound cleanup, clip generation, and multicam editing, all inside a document-style interface. A May 2026 API open beta lets teams pipe Descript into external tools and automate production workflows programmatically.

Marketing & SalesFreemiumFree (60 min/mo, watermarked); Hobbyist $24/mo or $16/mo annually; Creator $35/mo or $24/mo annually; Business $65/mo or $50/mo annually; Enterprise custom. All paid plans priced per seat.
Podcasters, YouTubers, and content marketing teams who need fast turnaround from raw recording to polished, multi-format output without a dedicated video editor

Canva AI

AI-assisted design and content for non-designers

Canva's Magic Studio bundles AI layout generation, conversational design, image generation (Dream Lab), AI writing (Magic Write), and data visualization (Canva Sheets) into a single browser-based editor. The April 2026 Canva AI 2.0 launch added agentic orchestration — the assistant can now plan multi-step design tasks and call tools on the user's behalf. With 265M+ monthly active users, it is the most widely used design tool among marketing teams and non-designers.

Marketing & SalesFreemiumFree (limited AI credits); Pro $18/mo or $180/yr per user; Business (formerly Teams) $25/user/mo or $250/user/yr; Enterprise custom-quoted
Marketing teams and non-designers who need on-brand visuals, ad creative, and social content without a dedicated designer

Beehiiv

Newsletter and creator platform with built-in monetization

Beehiiv is a creator business platform built by early Morning Brew alumni that combines newsletter publishing, a subscriber community, podcast hosting, webinars, and a programmatic ad network in one place. It charges a flat monthly fee with 0% revenue share on paid subscriptions, making it structurally cheaper than Substack at scale. In 2026, it added an AI Copilot for audience analytics and campaign management, metered paywalls, and click-triggered automations.

Marketing & SalesFreemiumLaunch free up to 2,500 subs; Scale $49/mo (or $43/mo annual); Max $109/mo (or $96/mo annual); Enterprise custom pricing for 100k+ subscribers
Newsletter operators and independent media teams who want to consolidate publishing, community, podcasting, and monetization without paying per-subscriber revenue share

ElevenLabs

Full-stack AI audio platform built on lifelike voice

ElevenLabs produces highly natural speech synthesis via its Eleven v4 model, with fine-grained emotion, pacing, and intonation controls across 70+ languages. Beyond text-to-speech, the platform now spans voice cloning, conversational AI agents (ElevenAgents), AI dubbing, music generation, and Scribe speech-to-text — making it a broad AI audio infrastructure layer rather than a standalone TTS tool. Its API and CLI are widely used for content production, enterprise telephony, and accessibility applications.

Voice & AudioFreemiumFree tier (10k credits/mo, no commercial license); Starter $6/mo; Creator $22/mo; Pro $99/mo; Scale $299/mo; Business $990/mo; Enterprise custom. Credits meter TTS character usage; voice agents billed separately at ~$0.08/min plus LLM and telephony costs.
Product teams and enterprises embedding lifelike voice into customer-facing agents, content pipelines, or accessibility tooling at scale

Murf AI

Studio voiceovers and AI dubbing without a microphone

Murf AI converts typed scripts into professional voiceovers using 200+ AI voices across 35+ languages, with a browser-based studio editor for timeline sync, pitch/pace controls, and video integration. Its Gen2 speech engine reduces robotic cadence in long-form scripts, and the Murf Dub feature handles automated multilingual video dubbing. A separate Falcon API targets developers needing low-latency real-time TTS.

Voice & AudioFreemiumFree (10 min total, no downloads or commercial rights); Creator $29/mo or $19/mo annual; Business $99/mo or $66/mo annual; Enterprise custom
Corporate L&D teams and e-learning producers who need consistent, compliant voiceovers at scale across multiple languages

Suno

Full songs from a prompt, trained on licensed catalogs

Suno generates complete songs — vocals, instruments, and lyrics — from a text description, using its v6 model family launched in September 2026. The v6 flagship and its experimental sibling (v6-wild) are available to paid subscribers, while v6-mini is free for everyone. Unlike earlier versions, v6 was trained on licensed music from Warner Music Group, BMG, and Believe, addressing the copyright liability that shadowed the platform through 2024–25.

Voice & AudioFreemiumFree tier (50 credits/day, ~10 songs/day, 7 lifetime downloads, no commercial use); Pro $10/mo ($8/mo annual, 2,500 credits/mo, ~500 songs, 20 downloads/mo, commercial rights); Premier $30/mo ($24/mo annual, 10,000 credits/mo, ~2,000 songs, 60 downloads/mo, Suno Studio 2.0 access). Credits do not roll over. Download caps introduced September 2026 are the binding constraint for anyone releasing tracks.
Content creators, indie musicians, and marketers who need original, commercially licensable music without studio access

Hex

Agentic data notebooks for analytics teams

Hex combines SQL, Python, and AI agents in collaborative data notebooks connected directly to your warehouse. Its Notebook Agent helps analysts write and debug code, while Threads (Team/Enterprise) gives non-technical users a conversational interface to ask questions in plain English. Hex can also build and publish interactive data apps from the same notebook environment.

Data & AnalyticsFreemiumCommunity free (5 notebooks, limited compute); Professional $36/editor/mo (Notebook Agent, unlimited notebooks, 5 published apps); Team $75/editor/mo (Threads agent, Semantic Model agent, unlimited apps, scheduled runs); Enterprise custom. Pay-as-you-go compute billed separately on Team and above.
Data teams that want AI-assisted, agentic analysis in a collaborative notebook with self-serve access for business stakeholders

Zams

AI workers for revenue and ops teams

Zams, formerly Obviously AI, has pivoted from no-code ML predictions to an enterprise agentic platform that deploys autonomous AI workers for sales and revenue operations. Named agents (Evan for meeting prep, Atlas for CRM management) connect to Salesforce, HubSpot, Gong, and 100+ other GTM tools to automate research, CRM updates, and pipeline monitoring. The proprietary Z1 Engine converts any underlying LLM into a context-aware, memory-enabled agent that executes multi-step workflows without manual intervention.

Data & AnalyticsEnterprisePer-user, per-AI-worker pricing. Meeting Prep agent (Evan) starts at ~$60/user/mo; CRM Manager agent (Atlas) at ~$120/user/mo. Additional agents (account monitoring, relationship mapping) are custom/enterprise-quoted. No public self-serve pricing for full deployments.
Enterprise revenue ops and sales teams looking to eliminate manual CRM work and account research across a complex B2B pipeline

Amazon Bedrock

100+ foundation models, one managed AWS API

Amazon Bedrock provides API access to 100+ AI models from 18+ providers — including Anthropic Claude, OpenAI GPT-5.6/GPT-6 Astra, Meta Llama 4, Grok 4.7, Amazon Nova, Mistral, and DeepSeek — through AWS-managed infrastructure with no servers to provision. Teams can fine-tune models on private data, build agentic pipelines via Bedrock AgentCore, and ground outputs with managed Knowledge Bases, all within AWS security and compliance boundaries. Pricing is token-based with five billing modes; a free tier is available for experimentation.

Enterprise AIFreemiumFree tier available for experimentation. On-demand pay-per-token from ~$0.035/M tokens (Amazon Nova Micro) up to $75/M tokens (top-tier frontier models). Batch inference at 50% off on-demand rates. Provisioned throughput and Enterprise (AWS EDP) plans available on request. Separate charges apply for Knowledge Base storage/retrieval, Guardrails, and AgentCore node transitions.
AWS-native enterprises that need a single control plane for multi-model AI applications with strict data governance, compliance, and agentic workflow requirements

Microsoft Foundry

Microsoft's unified platform for enterprise AI agents

Microsoft Foundry (formerly Azure AI Foundry, formerly Azure AI Studio) is Microsoft's full-stack platform for building and deploying AI applications and agents on Azure. It provides a catalog of 11,000+ models from OpenAI, Anthropic, Meta, xAI, and others alongside a GA Foundry Agent Service with sandboxed hosted agents, MCP-enabled toolboxes, managed memory, and built-in observability. Enterprise security, data residency options (including EU and APAC Data Zones), and one-click publishing to Microsoft 365 Copilot and Teams make it the default AI platform for Microsoft-ecosystem organizations.

Enterprise AIEnterprisePay-as-you-go token pricing for most models (e.g., GPT-4o at $2.50/M input tokens, $10.00/M output tokens); provisioned throughput units (PTUs) available for high-volume workloads at 30–50% savings. Regional surcharges apply: EU Data Zone is ~9% above global rates, APAC Data Zone ~20% above global, effective September 1, 2026. Separate charges for Azure AI Search, Blob Storage, Copilot Studio sessions, and networking egress.
Microsoft-ecosystem enterprises building production AI agents that require regulatory compliance, data residency controls, and deep integration with Microsoft 365 and Teams

Gemini Enterprise Agent Platform

Google's enterprise platform for building and governing AI agents

Formerly Vertex AI, Gemini Enterprise Agent Platform — rebranded at Google Cloud Next 2026 — is Google Cloud's consolidated runtime for building, deploying, and governing production AI agents. It bundles the Agent Development Kit, Agent Studio (low-code), 200+ foundation models via Model Garden (including Gemini and Claude), a managed agent runtime with persistent Memory Bank, AutoML, and MLOps pipelines under one pay-per-use platform. Existing Vertex AI workloads, SDKs, and APIs continue to run unchanged under the new branding.

Enterprise AIEnterprisePay-per-use, no monthly fee. Gemini model tokens from $0.10/M input (Flash-Lite) to $1.25/M input (Pro). Agent compute at $0.085/vCPU-hour (50 vCPU-hours free/month). Vertex AI Search at ~$4/1,000 queries. Custom training billed per node-hour by machine type and GPU.
GCP-native engineering teams building multi-agent enterprise applications who need a single platform from model fine-tuning through production governance

Databricks

Data and AI lakehouse with agentic workflows

Databricks unifies data engineering, analytics, and AI on a single lakehouse platform built on Delta Lake and Apache Spark. Its 2026 product suite spans Lakeflow for pipelines, Lakebase for operational Postgres, Genie for agentic AI coworkers, and Unity Catalog for governance — making it a full-stack platform for enterprises that want data infrastructure and AI in one governed environment. The platform runs across AWS, Azure, and GCP and has deep integrations with Microsoft 365, Teams, and Copilot.

Enterprise AIEnterpriseConsumption-based, no public seat tiers. Billed in DBUs (Databricks Units) at rates that vary by workload: Data Engineering (Lakeflow Jobs) from ~$0.15/DBU, SQL Warehousing from ~$0.22/DBU, Interactive/Data Science from ~$0.40/DBU, AI model serving and agents from ~$0.07/DBU, Lakebase (operational Postgres) from ~$0.069/CU. Classic compute carries a second cloud infrastructure bill on top; serverless compute bundles it. Committed-use contracts reduce effective rates. Median contract ~$250K/year; enterprise deployments commonly exceed $500K. Free trial available.
Data-intensive enterprises that need a single governed platform for data engineering, analytics, and production AI agents — especially those already on AWS, Azure, or GCP with large Spark or SQL workloads.

Scale AI

AI training data and evaluation for enterprise and government

Scale AI provides data labeling, model evaluation, and post-training infrastructure for AI development, with a growing focus on government contracts and physical AI. Since Meta acquired a 49% non-voting stake in June 2025 and founder Alexandr Wang moved to Meta, frontier-lab customers including Google, OpenAI, and xAI have cut or reduced contracts; Scale has pivoted toward U.S. defense and robotics. Francis deSouza was named CEO in August 2026, and the company filed an S-1 with the SEC in September 2026.

Enterprise AIFreemiumSelf-serve tier (Scale Data Engine/Rapid): free allocation of 1,000 labeling units + 10,000 images, then pay-as-you-go at $0.05/unit for self-labeling. Enterprise Data Engine and GenAI Platform are custom-priced with no public rate card; enterprise contracts reportedly average ~$93,000/year and can exceed $400,000 for complex projects.
Government agencies and enterprises building or evaluating AI systems that need high-quality labeled data, model evaluation, or physical/robotics AI training pipelines — particularly those without a conflict-of-interest concern around Meta's ownership stake.

Pinecone

Managed vector database and agent knowledge platform

Pinecone provides a fully managed vector database and agent knowledge layer, covering similarity search, hybrid full-text/semantic retrieval, and — via Pinecone Nexus — a pre-compiled knowledge engine that enterprise agents query in a single call instead of re-assembling context from raw documents each time. It powers RAG pipelines, recommendation engines, and agentic workflows for over 10,000 customers without the operational overhead of self-hosted alternatives. Billing is purely usage-based across read units, write units, storage, and egress, with no cluster sizing required.

Enterprise AIFreemiumStarter free; Builder $20/mo flat; Standard $50/mo minimum + usage; Enterprise $500/mo minimum + usage (BYOC available at custom pricing)
AI engineers and enterprise architects building RAG pipelines, agentic workflows, or semantic search that need fast, governed vector retrieval without managing infrastructure

Weights & Biases

MLOps and LLM observability, now inside CoreWeave Forge

Weights & Biases (W&B) is an MLOps platform acquired by CoreWeave in May 2025 and now part of the CoreWeave Forge development layer. It covers experiment tracking, artifact versioning, hyperparameter sweeps, and LLM observability via W&B Weave — and remains cloud-agnostic despite the acquisition. New capabilities added post-acquisition include Serverless SFT, isolated agent Sandboxes, and the ARIA research agent.

Enterprise AIFreemiumFree tier (5 seats, 5 GB storage); Pro $60/mo (10 seats, 100 GB, usage metering on extra storage, Weave ingestion, and per-token Inference); Enterprise custom pricing
ML engineers and research teams who need reproducible experiment tracking, LLM observability, and fine-tuning workflows on any cloud infrastructure

Cohere

Enterprise language models with privacy-first deployment

Cohere builds language models and infrastructure specifically for enterprises, offering the Command family for text generation and agents, Embed v4 (multimodal) and Rerank 4 for retrieval, and the North platform for secure agentic workspaces. Its models run on-premises, in VPCs via Model Vault, or on major clouds, making it a common choice for organisations that cannot route data through shared public APIs. In April 2026 Cohere acquired Aleph Alpha, strengthening its sovereign AI position in Europe.

Enterprise AIFreemiumFree trial: 1,000 API calls/month, non-commercial only. Pay-as-you-go: Command R+ $2.50/$10 per 1M tokens (input/output); Command R $0.15/$0.60; Command R7B $0.04/$0.15; Embed v3/v4 $0.10/1M tokens; Rerank v3 $2.00/1K searches. Model Vault dedicated instances from $2,500/month. Enterprise pricing via sales.
Enterprise and public-sector teams building RAG pipelines, semantic search, or agentic workflows where data cannot leave a controlled environment

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