🎨 Creative AI
Audience: practitioners · Evidence class: mixed
Descriptions in this appendix prioritise workflow characteristics and deployment constraints over superlatives or leaderboard language.
Image Generation
| Tool |
Description |
| Midjourney v7 |
Strong stylistic control with Discord and web-based image workflows. |
| DALL-E 3.5 |
ChatGPT-integrated image generation with reliable prompt following and text rendering. |
| FLUX 2 |
Open-weight image models aimed at photorealistic output and flexible deployment. |
| Stable Diffusion 3.5 |
Open-source. ControlNet, LoRAs, ComfyUI ecosystem. |
| Adobe Firefly 3 |
Licensed data only. Commercial indemnification. Photoshop. |
| Google Imagen 4 |
Photorealistic image generation exposed through Google’s AI tooling. |
| Ideogram v3 |
Strong text rendering for logos, posters, and design-heavy image outputs. |
| Leonardo AI |
Multi-model. Realtime Canvas. 3D gaming assets. Canva-owned. |
| Recraft |
Design-focused. Vector art, brand consistency. |
Video Generation
| Tool |
Description |
| Sora 2 |
Video generation focused on longer-form scene consistency and motion realism. |
| Google Veo 3.1 |
High-fidelity video generation with native audio and Vertex AI integration. |
| Runway Gen-4.5 |
Video generation and editing suite with motion-directed controls. |
| Kling 3.0 |
Longer-form 4K video generation with API access and native audio. |
| Seedance 2.0 |
Quad-modal input. Lip sync. 2K resolution. |
| Pika 2.5 |
Beginner-friendly. Pikaswaps. Fast renders. |
| Luma Dream Machine |
4K HDR. Physics simulation. 3D/cinematic. |
| HaiLuo AI |
Budget video. 10 free/day. MiniMax. |
| Wan 2.1 |
Open-source video generation model suitable for self-hosted experimentation. |
| HunyuanVideo |
Tencent OSS. Consumer GPU. Multi-style. |
| LTX Video |
OSS. Licensed data. Clear commercial terms. |
Music and Audio
| Tool |
Description |
| Suno |
Text-to-song generation with full tracks and vocal production. |
| Udio |
High-fidelity music gen. Fine control. |
| ElevenLabs Music |
Vocals, instrumentals. Sectional editing. Stem separation. |
| Stable Audio |
High-quality. Commercial license. |
| Meta AudioCraft |
OSS. MusicGen + AudioGen. |
3D and Design
| Tool |
Description |
| Meshy |
Text/image to 3D. Game assets, products. |
| Tripo AI |
Fast 3D from text/images. Multi-format export. |
| Vizcom |
Real-time AI rendering for industrial designers. |