Best AI tools for game concept art, sprites and 2D assets

9 tools, in alphabetical order (this isn't a ranking). Check each tool's commercial-use notes before you ship assets in a game.

ToolFree planCommercial useAPIMCP
LayerFree planCommercial use allowedAvailableOfficial MCP server
Leonardo.AiFree planCommercial use allowedAvailableOfficial MCP server
Ludo.aiFree planCommercial use allowedAvailableOfficial MCP server
PixelLabFree planCommercial use allowedAvailableOfficial MCP server
Retro DiffusionFree trial or credits onlyCommercial use allowedAvailableOfficial MCP server
RunwayFree trial or credits onlyCommercial use allowedAvailableOfficial MCP server
ScenarioFree planCommercial on paid plans onlyAvailableOfficial MCP server
Skybox AI (Blockade Labs)UnverifiedCommercial use unverifiedAvailableIn preview
Unity AIFree planCommercial use unverifiedNot applicableOfficial MCP server

Tool details

Layer

Free tier + paid

Generative content platform aimed at game studios: style-trained models, concept art, marketing creatives and asset variations with team workflows.

Verdict: For studios that want style-trained generation with no per-seat fees; the pricing page lists a commercial licence for all users.

  • Concept art & 2D assets
  • Textures & materials
  • Trailers & marketing
Commercial use allowedFree planMCPAPI

Leonardo.Ai

Free tier + paid

General image and video generation platform with trainable custom models; usable for concept art, item icons and texture ideas.

Verdict: For general concept art and icon ideas; free-tier output can be used commercially but is public and Leonardo holds rights to it, while paid plans give you ownership.

  • Concept art & 2D assets
  • Textures & materials
Commercial use allowedFree planMCPAPI

Ludo.ai

Free tier + paid

Game ideation and asset tool: concept generation, sprites and sprite sheets, textures, plus a Unity editor plugin and API.

Verdict: For Unity devs who want ideation and 2D assets in one place; its FAQ says you own what you generate, but free-plan sprite sheets are watermarked.

  • Concept art & 2D assets
  • Textures & materials
Commercial use allowedFree planMCPAPI

PixelLab

Free tier + paid

AI generator for pixel art game assets: characters, 4/8-direction rotations, text- and skeleton-based sprite animations, tilesets, maps and UI elements.

Verdict: For 2D devs who need pixel-art sprites, rotations and animations; outputs are usable commercially on every plan, but its terms bar training other models on them.

  • Concept art & 2D assets
Commercial use allowedFree planMCPAPI

Retro Diffusion

Pay as you go

Pixel-art-specific image models for sprites, tiles, tilesets and animations, plus low-poly 3D model generation with export for Godot, Unity and Unreal. Also sells an Aseprite extension.

Verdict: For pixel-art devs who want pay-per-image pricing with no subscription; the site says all output is yours for commercial use.

  • Concept art & 2D assets
  • 3D model generation
Commercial use allowedMCPAPI

Runway

Free tier + paid

AI video, image and audio generation (Runway Gen-4.5 plus third-party models), usable for trailer shots, teasers and marketing material.

Verdict: For generating trailer and teaser shots; the terms don't restrict commercial use of outputs, but Runway may train on your inputs and outputs.

  • Trailers & marketing
  • Concept art & 2D assets
Commercial use allowedMCPAPI

Scenario

Free tier + paid

Production-focused generative platform for game art: train custom style models on your own assets, generate images, textures, 3D meshes, video and audio. API-first with Unity/Unreal integration.

Verdict: For studios that want custom style models trained on their own art; commercial use needs a paid plan (free output is personal/evaluation only).

  • Concept art & 2D assets
  • Textures & materials
  • 3D model generation
Commercial on paid plans onlyFree planMCPAPI

Generates 360° panoramic skyboxes and environments (up to 16K and HDRI on higher tiers), with an API for in-app generation.

Verdict: For 360° skyboxes and environment backdrops; the terms say you own your assets, but commercial terms below the Business tier are unverified.

  • Textures & materials
  • Concept art & 2D assets
Commercial use unverifiedAPI

Unity AI

Included with engine plan

AI built into the Unity Editor: an Assistant for project questions and code, plus generators for images, textures, materials, sounds, 3D models and animations, metered in Unity Credits.

Verdict: For Unity users who want AI inside the editor, with monthly credits included on Personal, Pro and Enterprise plans; AI-output licence terms are unverified.

  • Coding assistants
  • Concept art & 2D assets
  • Textures & materials
  • 3D model generation
  • Music & SFX
  • Rigging, animation & mocap
Commercial use unverifiedFree planMCP