DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Marble records 102,577 monthly visits with -48.8% growth and Freemium, Paid pricing.
High-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
Generate, edit, and share explorable 3D worlds from text, images, or video
| Dimension / Metric | ||
|---|---|---|
| Official Domain | deepseek.com | marble.worldlabs.ai |
| Pricing Model | Freemium | Freemium, Paid |
| Monthly Visits | 372.76M (372,761,591) | 102.58K (102,577) |
| MoM Traffic Delta | +15.36M (+4.3%) | -97.62K (-48.8%) |
| Primary Market & Share | 🇨🇳 China (50.5%) | 🇺🇸 United States (24.4%) |
| Direct Visits / mo | 291.59M | 44.21K |
| User Rating | 4.8 | 4.6 |
| Supported Platforms | Website | Website |
High-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
Leverages a sparse Mixture-of-Experts architecture (49B active parameters out of 1.6T on V4-Pro) to process up to 1 million tokens with minimal latency and memory overhead.
Pioneered by DeepSeek-R1 and integrated into V3.2 and V4 thinking modes, exposing step-by-step self-verification for complex math, logic, and code debugging.
Drops input token costs to $0.003/1M on Flash and $0.022/1M on V4-Pro for cache hits, with 50% lower rates during off-peak UTC hours.
Provides free access at chat.deepseek.com and on iOS/Android with document uploads, reasoning mode, and web search without paywalling core models.
Generate, edit, and share explorable 3D worlds from text, images, or video
Describe a scene in natural language and receive a coherent, explorable 3D environment with consistent geometry and lighting.
Use a reference photo or footage to generate a 3D world that matches the look, layout, and atmosphere of your source material.
Refine, expand, and rearrange generated worlds inside the web editor instead of rebuilding scenes from scratch in a modelling tool.
Move worlds into external 3D tools and engines so they can be used for game development, visual effects, or further design work.
Provides stronger multi-modal reasoning and agentic tools, but lacks DeepSeek's ultra-low-cost API pricing.
Provides stronger multi-modal reasoning and agentic tools, but lacks DeepSeek's ultra-low-cost API pricing.
Offers an enormous context window and deep Google ecosystem integration, but feels less specialized for pure reasoning tasks.
Offers an enormous context window and deep Google ecosystem integration, but feels less specialized for pure reasoning tasks.
Delivers superior long-form coding artifacts and nuanced writing, but lacks DeepSeek's specialized open-weight reasoning models.
Delivers superior long-form coding artifacts and nuanced writing, but lacks DeepSeek's specialized open-weight reasoning models.
Features real-time X social data integration, but is less cost-effective for dedicated developer coding workflows.
Features real-time X social data integration, but is less cost-effective for dedicated developer coding workflows.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Free / Open-sourceProvides comparable open-weight foundation models and multilingual performance, but requires self-hosting or third-party inference setup.
Free / Open-sourceProvides comparable open-weight foundation models and multilingual performance, but requires self-hosting or third-party inference setup.
Create 3D models from text and images in seconds
SpecialistThe AI coding agent for building ambitious software
SpecialistThe AI coding agent for building ambitious software
SpecialistExcels at ultra-long document analysis and research, but lacks the same level of open-weight developer community support.
SpecialistExcels at ultra-long document analysis and research, but lacks the same level of open-weight developer community support.
Generate production-ready 3D assets from text or a single image
Free / Open-sourceEnables running open-source models locally on consumer hardware, but lacks DeepSeek's cloud-scale hosted reasoning power.
Free / Open-sourceEnables running open-source models locally on consumer hardware, but lacks DeepSeek's cloud-scale hosted reasoning power.
Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows
Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows
