The Chinese tech resource Leiphone demonstrated in its September 30 review how the Aholo Lux3D 3D content generation model, developed by Manycore Tech from Hangzhou, can function not as a standalone generator but as one component in a production pipeline managed by an agent. Leiphone termed this configuration the '3D AI harness': a general agent plans and distributes tasks, a specialized model generates assets, and professional software like Blender verifies and refines them.
Manycore launched Aholo Lux3D as a standalone product at the end of August; previously, this model was used in the LuxReal tool. It is capable of transforming both a single image and a text prompt into a 3D model containing PBR geometry and materials. The model is available in two versions: Turbo for quick previews and batch checks, and Standard for creating high-quality key assets. In addition to a web workspace, it is accessible via API, agent skills, the MCP server, and the Codex plugin.
During testing, Leiphone provided GPT-6 Astra, running in Codex, with three cropped photos of a bronze rat head from the Zodiac Palace collection of the Old Summer Palace, along with a simple text prompt. The agent's task was to create a realistic bronze head that preserved the long nose, round eyes, upright ears, and short neck. First, a quick draft was created using the G1-Turbo model, and then the transition to the higher-quality G1 model occurred only if the silhouette was maintained. Subsequently, the result was opened in Blender, a simple black pedestal was added, and rendering was performed from three angles.
The Turbo pass took about 92.9 seconds and cost one credit, while the G1 pass required approximately 559.7 seconds and 20 credits. These 21 credits amounted to roughly 1.47 yuan according to the official price list. The final model had about 190,500 vertices and 285,600 polygons, and the results included GLB files, the Blender project, and three 1400x1400 pixel renders. Leiphone noted that the model retained the main features and minor surface indentations, although the back was excessively flat, and some indentations showed signs of AI output.
Manycore refers to evaluations conducted by over ten internal experts and collaborative users, which indicate that Lux3D Standard ranked first in PSNR, fourth in LPIPS, and third in CMMD among existing models, with these metrics covering pixel accuracy, perceptual difference, and output distribution. The company states that Standard is used for spatial design, game assets, e-commerce, cultural heritage, and scenes for short AI dramas, while Turbo, averaging about 20 seconds per model, is applied to mini-game scenes, embodied AI training, and large-scale product screening.
Leiphone concludes that as general agents become more powerful in planning, coding, and tool usage, specialized 3D models compete based on how well they integrate into real toolchains, passing on assets that can be used on websites, in games, in XR, digital exhibitions, or for 3D printing.


