Art, 3D, voice, characters, prototypes
Game Dev
Game teams do not use one model for everything. This category keeps art, 3D, voice, characters, and ideation tools apart, and the bench task follows the job.
Bench task: Run the job the tool claims: a small sprite sheet in a consistent style, a game-ready 3D prop, a spoken NPC line, or a one-minute playable. Judge the output a developer could actually drop into a prototype.
Scored
Sorted by the published overall score. A tie breaks A to Z. Sponsorship, affiliates, and fast-track fees are not inputs.
No tested scores in this list yet. The first bench has not been published, so nothing here has a number.
Not yet scored
Alphabetical. This is the testing queue, not a ranking.
- CascadeurPending test3D character animation with physics-aware assistanceFreemium
- ElevenLabsPending testVoice synthesis and conversational voiceFreemium
- InworldPending testCharacter engine for game dialogue and behaviorFreemium
- Leonardo.AiPending testImage generation for concept art and game assetsFreemium
- Ludo.aiPending testAI workspace for game ideas and design docsFreemium
- MeshyPending testText and images into 3D modelsFreemium
- MidjourneyPending testImage generation for concept art and key artPaid
- RosebudPending testBrowser tool for making games with AIFreemium
- RunwayPending testVideo generation and editingFreemium
- ScenarioPending testGame art trained on a studio's own styleFreemium