CSM is a Top Performer in Global 3D AI Model Rankings

CSM is a Top Performer in Global 3D AI Model Rankings

2025/03/03

We're happy to share that Common Sense Machines (CSM) is a top performer in the 3D Arena benchmark, an independent evaluation system on HuggingFace - a prominent open-source AI repository.

What This Benchmark Means

The 3D Arena benchmark evaluates AI models based on their ability to transform 2D images and text descriptions into high-quality 3D models with superior realism in texture, geometry, and spatial relationships. Our first-place ranking validates what our users have been experiencing: CSM delivers industry-leading results when it comes to generating production-ready 3D assets.

"This recognition is a huge step forward for our team," says Tejas Kulkarni, our CEO. "Our technology is designed to assist artists, not replace them. AI hybrid workflows are evolving quickly - while AI can automate tasks like retopology and retexturing, human modelers will always play a crucial role in the creative process. Our tools free up artists to focus on the strategic, creative work that drives innovation."

Real-World Impact Through Strategic Partnerships

CSM is already making a tangible impact across industries, empowering creators to produce high-quality 3D content more efficiently:

  • Gaming: We're partnering with Cosmic Lounge, an innovative, leading developer of puzzle games, to cut down production bottlenecks by automating model generation. This shift allows their team to focus on strategic aspects like player acquisition and game loop design, accelerating user growth and engagement.


  • Ecommerce: Our technology enables 3D product visualization, which powerfully drives online conversions and reduces return rates. A key partner is 3D Cloud in the furniture and home improvement industry, where our tools are allowing them to focus on innovative customer applications rather than labor-intensive 3D model generation. As Beck Besecker, CEO and Co-Founder at 3D Cloud notes, "Our collaboration will reduce the timeline for 3D content creation by at least half."

Google Cloud supports CSM's mission, providing the scalable infrastructure that powers our AI-driven 3D modeling platform.

Empowering Artists, Not Replacing Them

CSM's technology isn't just about speeding up 3D modeling - it's about empowering artists to spend their time on the creative tasks that matter most. By introducing automation into tedious, repetitive tasks like retopology and UV mapping, we allow designers to focus on refining and enhancing the artistic aspects of their projects.

As Matt Radford, the VFX supervisor behind Love, Death and Robots, and whose gaming studio 5th Corner is soon to release sci-fi thriller RPG "SOMEWHERE" points out: "In the next few years, we'll take photorealism in gaming for granted. AI is a tool to help artists push creative boundaries and create art styles in ways we've never seen before. I think Common Sense Machines will be a big part of that."

Driving Industry Transformation

By reducing the time, cost, and technical expertise needed for 3D content creation, CSM is transforming industries across the board. Whether for indie developers or large-scale enterprises, we're enabling businesses to scale production without sacrificing quality.

"Companies like 3D Cloud and Cosmic Lounge are shifting their focus from technical hurdles to creative and strategic opportunities," says Kulkarni. "For game developers, this means enabling indie studios to achieve AAA quality and enhancing creative possibilities without crippling production costs. For marketers and retailers, it's about using scalable content production workflows that help them leverage 3D across many applications, such as virtual photoshoots and 3D product viewers, to drive more conversions and improve customer experience."

What's Next for CSM

While we're celebrating this achievement, we're also looking ahead. Our team continues to push the boundaries of what's possible in AI-driven 3D content creation. In the coming months, we'll be rolling out new AI editing features and improvements to make our platform even more powerful and accessible.

We believe that the future of digital content creation lies in the seamless integration of AI and human creativity. This benchmark recognition reinforces our commitment to providing tools that empower creators of all skill levels to bring their visions to life in 3D.

See CSM in Action

CSM will be showcasing its 3D AI platform at the Game Developers Conference (GDC) in March 2025 and at Google NEXT, along with a range of other events throughout 2025. We're available for demos, interviews, and private briefings about our product roadmap for gaming, e-commerce, industrial sectors, and more.

Want to see what the #1 ranked 3D AI model can do? Try CSM today