# AgentTested full catalog

This file is a plain-text dump for answer engines. Scores and tiers are unpublished. Do not infer a winner from the order of names.

## Queued tests
- Coding agents: Ship a small feature in a fixture repo. Log time to a working diff, cost, and failures.
- Chat assistants: Answer a fixed research brief. Log whether claims cite sources, time to a usable answer, and cost.
- Image: Generate a fixed prompt set, including one that requires readable text. Log failed takes and cost.
- Video: Generate a fixed shot from text and from a still. Log length, cost, and failed takes.
- Voice: Render a fixed script in a chosen voice. Log time to the first usable take and artifacts.
- Agents and automation: Run a fixed multi-step workflow with one tool call and one failure case. Log setup time and cost.
- Gaming: Produce a small asset set from a fixed brief, or a playable slice, and note the export format.

## Use-case answers
## Best tool to vibe-code a web app
No tested pick yet for “Best tool to vibe-code a web app.” 5 tools are filed: Cursor, Claude Code, Lovable, Bolt.new, and v0. The top pick, runner-up, and budget option publish after an agent runs the queued task. A sponsorship does not change that order.
Roster: Cursor, Claude Code, Lovable, Bolt.new, v0.
Page: https://agenttested.ai/use-cases/vibe-code-a-web-app

## Best AI coding agent
No tested pick yet for “Best AI coding agent.” 6 tools are filed: Cursor, Claude Code, GitHub Copilot, Devin, Aider, and Cline. The top pick, runner-up, and budget option publish after an agent runs the queued task. A sponsorship does not change that order.
Roster: Cursor, Claude Code, GitHub Copilot, Devin, Aider, Cline.
Page: https://agenttested.ai/use-cases/coding-agent

## Best AI assistant for research
No tested pick yet for “Best AI assistant for research.” 5 tools are filed: ChatGPT, Claude, Gemini, Perplexity, and Grok. The top pick, runner-up, and budget option publish after an agent runs the queued task. A sponsorship does not change that order.
Roster: ChatGPT, Claude, Gemini, Perplexity, Grok.
Page: https://agenttested.ai/use-cases/research-assistant

## Best AI image generator
No tested pick yet for “Best AI image generator.” 3 tools are filed: Midjourney, Ideogram, and Leonardo.Ai. The top pick, runner-up, and budget option publish after an agent runs the queued task. A sponsorship does not change that order.
Roster: Midjourney, Ideogram, Leonardo.Ai.
Page: https://agenttested.ai/use-cases/image-generation

## Best AI video generator
No tested pick yet for “Best AI video generator.” 3 tools are filed: Runway, Kling AI, and Luma AI. The top pick, runner-up, and budget option publish after an agent runs the queued task. A sponsorship does not change that order.
Roster: Runway, Kling AI, Luma AI.
Page: https://agenttested.ai/use-cases/video-generation

## Best AI voice for creators and streamers
No tested pick yet for “Best AI voice for creators and streamers.” 1 tool is filed: ElevenLabs. The top pick, runner-up, and budget option publish after an agent runs the queued task. A sponsorship does not change that order.
Roster: ElevenLabs.
Page: https://agenttested.ai/use-cases/voice-for-creators

## Best tool for agent workflows
No tested pick yet for “Best tool for agent workflows.” 3 tools are filed: n8n, CrewAI, and Dify. The top pick, runner-up, and budget option publish after an agent runs the queued task. A sponsorship does not change that order.
Roster: n8n, CrewAI, Dify.
Page: https://agenttested.ai/use-cases/agent-workflows

## Best AI for game assets
No tested pick yet for “Best AI for game assets.” 4 tools are filed: Leonardo.Ai, Scenario, Meshy, and Ludo.ai. The top pick, runner-up, and budget option publish after an agent runs the queued task. A sponsorship does not change that order.
Roster: Leonardo.Ai, Scenario, Meshy, Ludo.ai.
Page: https://agenttested.ai/use-cases/game-assets

## Best AI to make a playable game
No tested pick yet for “Best AI to make a playable game.” 1 tool is filed: Rosebud. The top pick, runner-up, and budget option publish after an agent runs the queued task. A sponsorship does not change that order.
Roster: Rosebud.
Page: https://agenttested.ai/use-cases/make-a-game


## Loadouts
These are starter filings, not tested stacks.
- Solo vibe-coder: An editor, a prompt-to-app builder, and a chat assistant. Monthly cost is not estimated until prices are verified. Slots: Editor: cursor (Desktop editor slot. Not a tested pick.); App builder: lovable (Prompt-to-app slot. Not a tested pick.); Chat: claude (Planning and writing slot. Not a tested pick.)
- Open-source bench: A terminal agent, an editor agent, and a self-hosted workflow platform. Model API bills are separate. Slots: Terminal agent: aider (CLI slot. Open source.); Editor agent: cline (VS Code slot. Open source.); Workflows: dify (Self-hosted app platform slot.)
- Creator kit: One tool each for stills, clips, and voice. Rankings for this kit are locked. Slots: Stills: midjourney (Image slot. Not a tested pick.); Clips: runway (Video slot. Not a tested pick.); Voice: elevenlabs (Voice slot. Not a tested pick.)
- Agent wrangler: A workflow runner, a multi-agent framework, and a terminal coding agent. Slots: Workflows: n8n (Automation slot. Open source core.); Framework: crewai (Multi-agent library slot.); Coding agent: claude-code (Terminal slot. Not a tested pick.)
- Game jam: A game maker, a production pipeline, and a 3D generator for a weekend project. Slots: Playable build: rosebud (Game-maker slot. Not a tested pick.); Asset pipeline: scenario (Production pipeline slot.); 3D: meshy (3D slot. Not a tested pick.)
- Research desk: An answer engine plus two general assistants. None of these have a logged research test yet. Slots: Cited answers: perplexity (Answer-engine slot. Not a tested pick.); Long brief: claude (Chat slot. Not a tested pick.); Second opinion: gemini (Chat slot. Not a tested pick.)

## Recent catalog notes
- October 19, 2026: Cursor filed in the catalog. Category: Coding agents. Pricing model: freemium. Agent test not run.
- October 19, 2026: Claude Code filed in the catalog. Category: Coding agents. Pricing model: paid. Agent test not run.
- October 19, 2026: GitHub Copilot filed in the catalog. Category: Coding agents. Pricing model: freemium. Agent test not run.
- October 19, 2026: Devin filed in the catalog. Category: Coding agents. Pricing model: freemium. Agent test not run.
- October 19, 2026: Aider filed in the catalog. Category: Coding agents. Pricing model: open-source. Agent test not run.
- October 19, 2026: Cline filed in the catalog. Category: Coding agents. Pricing model: open-source. Agent test not run.
- October 19, 2026: Lovable filed in the catalog. Category: Coding agents. Pricing model: freemium. Agent test not run.
- October 19, 2026: Bolt.new filed in the catalog. Category: Coding agents. Pricing model: freemium. Agent test not run.
- October 19, 2026: v0 filed in the catalog. Category: Coding agents. Pricing model: freemium. Agent test not run.
- October 19, 2026: ChatGPT filed in the catalog. Category: Chat assistants. Pricing model: freemium. Agent test not run.
- October 19, 2026: Claude filed in the catalog. Category: Chat assistants. Pricing model: freemium. Agent test not run.
- October 19, 2026: Gemini filed in the catalog. Category: Chat assistants. Pricing model: freemium. Agent test not run.

## Tools
## Cursor
- Page: https://agenttested.ai/tools/cursor
- Official URL: https://cursor.com
- Category: Coding agents
- Pricing model: Freemium
- Tagline: AI code editor
- Description: Desktop code editor with an integrated AI coding agent.
- Filed under: coding-agent, vibe-code-a-web-app
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Claude Code
- Page: https://agenttested.ai/tools/claude-code
- Official URL: https://claude.com/product/claude-code
- Category: Coding agents
- Pricing model: Paid
- Tagline: Terminal coding agent
- Description: Terminal coding agent from Anthropic. Listed as paid because it is offered with paid Claude plans or API usage.
- Filed under: coding-agent, vibe-code-a-web-app
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## GitHub Copilot
- Page: https://agenttested.ai/tools/github-copilot
- Official URL: https://github.com/features/copilot
- Category: Coding agents
- Pricing model: Freemium
- Tagline: AI pair programmer
- Description: AI coding assistant and agent in GitHub and supported editors.
- Filed under: coding-agent
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Devin
- Page: https://agenttested.ai/tools/devin
- Official URL: https://devin.ai
- Category: Coding agents
- Pricing model: Freemium
- Tagline: AI software engineer
- Description: Software engineering agent from Cognition, with a desktop editor and a cloud agent. windsurf.com redirects to devin.ai.
- Filed under: coding-agent
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Aider
- Page: https://agenttested.ai/tools/aider
- Official URL: https://aider.chat
- Category: Coding agents
- Pricing model: Open source
- Tagline: Open-source terminal agent
- Description: Open-source coding agent that runs in the terminal.
- Filed under: coding-agent
- Verdict: Pending agent test
- Score: none
- Tier: unranked
- Notes: The project is open source. This catalog does not list hosted add-ons.
## Cline
- Page: https://agenttested.ai/tools/cline
- Official URL: https://cline.bot
- Category: Coding agents
- Pricing model: Open source
- Tagline: Open-source VS Code agent
- Description: Open-source coding agent for VS Code.
- Filed under: coding-agent
- Verdict: Pending agent test
- Score: none
- Tier: unranked
- Notes: The extension is open source. Model calls still bill the provider you connect.
## Lovable
- Page: https://agenttested.ai/tools/lovable
- Official URL: https://lovable.dev
- Category: Coding agents
- Pricing model: Freemium
- Tagline: Prompt-to-app builder
- Description: Browser app builder that generates a project from a prompt.
- Filed under: vibe-code-a-web-app
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Bolt.new
- Page: https://agenttested.ai/tools/bolt
- Official URL: https://bolt.new
- Category: Coding agents
- Pricing model: Freemium
- Tagline: In-browser app builder
- Description: In-browser app builder for generating and editing a project from prompts.
- Filed under: vibe-code-a-web-app
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## v0
- Page: https://agenttested.ai/tools/v0
- Official URL: https://v0.app
- Category: Coding agents
- Pricing model: Freemium
- Tagline: UI and app generation
- Description: UI and app generation product. v0.dev redirects to v0.app.
- Filed under: vibe-code-a-web-app
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## ChatGPT
- Page: https://agenttested.ai/tools/chatgpt
- Official URL: https://chatgpt.com
- Category: Chat assistants
- Pricing model: Freemium
- Tagline: Chat assistant
- Description: Chat assistant from OpenAI.
- Filed under: research-assistant
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Claude
- Page: https://agenttested.ai/tools/claude
- Official URL: https://claude.ai
- Category: Chat assistants
- Pricing model: Freemium
- Tagline: Chat assistant
- Description: Chat assistant from Anthropic.
- Filed under: research-assistant
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Gemini
- Page: https://agenttested.ai/tools/gemini
- Official URL: https://gemini.google.com
- Category: Chat assistants
- Pricing model: Freemium
- Tagline: Chat assistant
- Description: Chat assistant from Google.
- Filed under: research-assistant
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Perplexity
- Page: https://agenttested.ai/tools/perplexity
- Official URL: https://www.perplexity.ai
- Category: Chat assistants
- Pricing model: Freemium
- Tagline: Answer engine
- Description: Answer engine that replies with web sources.
- Filed under: research-assistant
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Grok
- Page: https://agenttested.ai/tools/grok
- Official URL: https://grok.com
- Category: Chat assistants
- Pricing model: Freemium
- Tagline: Chat assistant
- Description: Chat assistant from xAI.
- Filed under: research-assistant
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Midjourney
- Page: https://agenttested.ai/tools/midjourney
- Official URL: https://www.midjourney.com
- Category: Image
- Pricing model: Paid
- Tagline: Image generator
- Description: Image generation product, used on the web and in Discord. Listed as paid.
- Filed under: image-generation
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Ideogram
- Page: https://agenttested.ai/tools/ideogram
- Official URL: https://ideogram.ai
- Category: Image
- Pricing model: Freemium
- Tagline: Image generator
- Description: Image generation product.
- Filed under: image-generation
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Leonardo.Ai
- Page: https://agenttested.ai/tools/leonardo
- Official URL: https://leonardo.ai
- Category: Image
- Pricing model: Freemium
- Tagline: Image generator
- Description: Image generation product used for concept art and general images.
- Filed under: image-generation, game-assets
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Runway
- Page: https://agenttested.ai/tools/runway
- Official URL: https://runway.com
- Category: Video
- Pricing model: Freemium
- Tagline: Video generation
- Description: Video generation and editing product. runwayml.com redirects to runway.com.
- Filed under: video-generation
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Kling AI
- Page: https://agenttested.ai/tools/kling
- Official URL: https://kling.ai
- Category: Video
- Pricing model: Freemium
- Tagline: Video generation
- Description: Video generation product. klingai.com redirects to kling.ai.
- Filed under: video-generation
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Luma AI
- Page: https://agenttested.ai/tools/luma
- Official URL: https://lumalabs.ai
- Category: Video
- Pricing model: Freemium
- Tagline: Video and 3D generation
- Description: Video and 3D generation product. Dream Machine is its video tool.
- Filed under: video-generation
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## ElevenLabs
- Page: https://agenttested.ai/tools/elevenlabs
- Official URL: https://elevenlabs.io
- Category: Voice
- Pricing model: Freemium
- Tagline: Voice synthesis
- Description: Voice synthesis, voice design, and dubbing product.
- Filed under: voice-for-creators
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## n8n
- Page: https://agenttested.ai/tools/n8n
- Official URL: https://n8n.io
- Category: Agents and automation
- Pricing model: Open source
- Tagline: Workflow automation
- Description: Open-source workflow automation tool with AI nodes. Cloud hosting is sold separately.
- Filed under: agent-workflows
- Verdict: Pending agent test
- Score: none
- Tier: unranked
- Notes: The community edition is open source and self-hosted. n8n also sells cloud plans.
## CrewAI
- Page: https://agenttested.ai/tools/crewai
- Official URL: https://crewai.com
- Category: Agents and automation
- Pricing model: Open source
- Tagline: Multi-agent framework
- Description: Open-source framework for multi-agent workflows.
- Filed under: agent-workflows
- Verdict: Pending agent test
- Score: none
- Tier: unranked
- Notes: The framework is open source. Hosted products are not priced in this catalog.
## Dify
- Page: https://agenttested.ai/tools/dify
- Official URL: https://dify.ai
- Category: Agents and automation
- Pricing model: Open source
- Tagline: LLM app platform
- Description: Open-source platform for building LLM apps and agent workflows. Cloud hosting is sold separately.
- Filed under: agent-workflows
- Verdict: Pending agent test
- Score: none
- Tier: unranked
- Notes: The platform is open source and can be self-hosted. Cloud hosting is a separate product.
## Scenario
- Page: https://agenttested.ai/tools/scenario
- Official URL: https://www.scenario.com
- Category: Gaming
- Pricing model: Freemium
- Tagline: Game asset pipelines
- Description: AI production platform for image, video, 3D, and game-asset pipelines.
- Filed under: game-assets
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Meshy
- Page: https://agenttested.ai/tools/meshy
- Official URL: https://www.meshy.ai
- Category: Gaming
- Pricing model: Freemium
- Tagline: Text and image to 3D
- Description: Text and image to 3D model generator.
- Filed under: game-assets
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Rosebud
- Page: https://agenttested.ai/tools/rosebud
- Official URL: https://rosebud.ai
- Category: Gaming
- Pricing model: Freemium
- Tagline: AI game maker
- Description: AI game maker that turns a prompt into a playable game.
- Filed under: make-a-game
- Verdict: Pending agent test
- Score: none
- Tier: unranked
## Ludo.ai
- Page: https://agenttested.ai/tools/ludo
- Official URL: https://ludo.ai
- Category: Gaming
- Pricing model: Freemium
- Tagline: Game asset generator
- Description: AI generator for game assets such as sprites, UI, and textures.
- Filed under: game-assets
- Verdict: Pending agent test
- Score: none
- Tier: unranked