DeepSeek v3 VS Open WebUI
Compare DeepSeek v3 VS Open WebUI, what is the difference between DeepSeek v3 and Open WebUI?
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Summarize
DeepSeek v3 summarize
DeepSeek v3 is a powerful 671B parameter MoE language model with groundbreaking performance. Experience the capabilities of DeepSeek v3 through our online demo.
DeepSeek v3 Landing Page
Open WebUI summarize
Open WebUI Landing Page
Compare Details
DeepSeek v3 details
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Models |
| DeepSeek v3 Website | https://deepseekv3.org?utm_source=toolify |
| Added Time | January 24 2025 |
| DeepSeek v3 Pricing | -- |
Open WebUI details
| Categories | Large Language Models (LLMs), AI Chatbot, Open Source AI Models, AI Developer Tools, AI Workflow, AI Assistant |
| Open WebUI Website | https://openwebui.com?utm_source=toolify |
| Added Time | July 17 2026 |
| Open WebUI Pricing | -- |
Comparison of usage
How to use DeepSeek v3?
DeepSeek v3 can be accessed through its online demo platform, API services, or by downloading the model weights for local deployment. For the online demo, users choose a task (e.g., text generation, code completion, mathematical reasoning), input their query, and receive AI-powered results. For API access, it offers OpenAI-compatible interfaces for integration into applications. Local deployment requires self-provided computing resources and technical setup.
How to use Open WebUI?
Install Open WebUI with pip or Docker, then connect it to a model provider such as Ollama, OpenAI, Anthropic, or any compatible API. After setup, use the web interface to chat with models, browse prompts and tools, run retrieval or search workflows, and customize the experience with Python functions and pipelines. Enterprises can deploy it on-premises, in private cloud, hybrid, or air-gapped environments.
Compare Pros between DeepSeek v3 and Open WebUI
Core features of DeepSeek v3
- Advanced Mixture-of-Experts (MoE) architecture (671B total parameters, 37B activated per token)
- Extensive training on 14.8 trillion high-quality tokens
- Superior performance across mathematics, coding, and multilingual tasks
- Efficient inference capabilities
- Long 128K context window
- Multi-Token Prediction for enhanced performance and acceleration
- OpenAI API compatibility
Core features of Open WebUI
- Self-hosted AI chat interface for local and cloud models
- Connects to Ollama, OpenAI, Anthropic, and compatible APIs
- Python-based extensions, functions, and pipelines
- Built-in tools for RAG, search, retrieval, voice, and vision
- Enterprise controls including SSO, RBAC, audit logs, and data residency
- Community library for prompts, models, tools, and workflows
Compare Use Cases
Use cases for DeepSeek v3
- Text generation
- Code completion
- Mathematical reasoning and problem-solving
- Complex reasoning tasks
- Multilingual applications
- Enterprise-level applications requiring data privacy (via local deployment)
- Mobile applications (via edge deployment options)
Use cases for Open WebUI
- Run a private local AI assistant on your own hardware
- Deploy a secure internal AI chat platform for employees
- Share prompts, tools, and workflows across a team
- Build a regulated or air-gapped enterprise AI workspace
- Use one interface to manage both local and cloud LLMs
Different Plan between DeepSeek v3 and Open WebUI
DeepSeek v3
Input $0.07-$0.27/million tokens, Output $1.10/million tokens
Official support, comprehensive documentation, OpenAI compatible API, competitive pricing.
Input $0.14-$0.55/million tokens, Output $2.19/million tokens
Official support, comprehensive documentation, OpenAI compatible API, competitive pricing.
5 CNY per million output tokens (promotional half price)
Register and get 500,000 free tokens. Fastest response speed, supports up to 5 million TPM.
Free until February 25, 2025 (then 8 CNY per million output tokens)
Fully compatible with OpenAI interface specifications, supports streaming output. Single account concurrent limit of 5.
Pay-as-you-go
New users get 1 million free tokens. Deeply integrated with Alibaba Cloud ecosystem, supports private deployment.
Free quota upon registration
Supports mainstream development languages, comprehensive documentation. Suitable for Baidu Cloud ecosystem projects.
Check official website for specific pricing
First-time users can get $1 credit. Provides DeepSeek model API access, supports OpenAI compatible API, reliable and stable service.
Pay-as-you-go
Considered one of the most stable third-party API services, accessible globally, supports multiple AI models.
Pay-as-you-go
Supports multiple model integration with high flexibility, unified API interface.
Free (20 million tokens upon registration)
Registration grants 20 million free tokens, additional bonuses through invitation codes. Diverse model selection, supports low-cost or free plans.
Free to use
Free to use the web version, no clear token limit. Combines deep retrieval capabilities, provides more detailed answers and examples.
Free to use
Free to use, no token limit. Extremely fast response speed (LPU chip optimization), shows chain-of-thought process.
Free (2 million tokens)
Provides 2 million free tokens, suitable for experiencing the distilled model. Supports edge deployment, deeply integrated with HarmonyOS.
High hardware cost (model file 404GB)
Requires self-provided computing resources. MIT licensed open source, strong data privacy, long-term usage cost may be lower than API calls.
Open WebUI
Sorry, there are no data
DeepSeek v3's traffic
DeepSeek v3 is the one with 0 monthly visits and 00:00:00 Avg.visit duration. DeepSeek v3 has a Page per visit of 0.00 and a bounce rate of 0.00%.
Visit Over Time
| Monthly Visits | 0 |
| Avg·visit Duration | 00:00:00 |
| Page per Visit | 0.00 |
| Bounce Rate | 0.00% |
Open WebUI's traffic
Open WebUI is the one with 861.2K monthly visits and 00:02:04 Avg.visit duration. Open WebUI has a Page per visit of 3.00 and a bounce rate of 49.59%.
Visit Over Time
| Monthly Visits | 861.2K |
| Avg·visit Duration | 00:02:04 |
| Page per Visit | 3.00 |
| Bounce Rate | 49.59% |
Geography
Sorry, there are no data
Geography
The top 5 countries/regions for Open WebUI are:United States 16.97%, Germany 7.71%, China 6.86%, India 5.11%, Russia 3.85%
Top 5 Countries/regions
 | 16.97% |
 | 7.71% |
 | 6.86% |
 | 5.11% |
 | 3.85% |
Traffic Sources
The 6 main sources of traffic to DeepSeek v3 are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
Mail | 0 |
vs_sourcesGenAi | 0 |
Direct | 0 |
vs_sourcesAffiliate | 0 |
Referrals | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
Traffic Sources
The 6 main sources of traffic to Open WebUI are:vs_sourcesSearchOrganic 47.18%, Direct 33.42%, Referrals 10.76%, vs_sourcesGenAi 6.04%, vs_sourcesSocialOrganic 2.20%, Mail 0.32%, vs_sourcesDisplayAds 0.07%, vs_sourcesSearchPaid 0.02%, vs_sourcesAffiliate 0.00%, vs_sourcesSocialPaid 0.00%
vs_sourcesSearchOrganic | 47.18% |
Direct | 33.42% |
Referrals | 10.76% |
vs_sourcesGenAi | 6.04% |
vs_sourcesSocialOrganic | 2.20% |
Mail | 0.32% |
vs_sourcesDisplayAds | 0.07% |
vs_sourcesSearchPaid | 0.02% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Which is better: DeepSeek v3 or Open WebUI?
Open WebUI might be a bit more popular than DeepSeek v3.As you can see, DeepSeek v3 has 0 monthly visits, while Open WebUI has 861.2K monthly visits. So more people choose Open WebUI. So the odds are that people will recommend Open WebUI more on social platforms.
DeepSeek v3 has an Avg.visit duration of 00:00:00, while Open WebUI has an Avg.visit duration of 00:02:04. Also, DeepSeek v3 has a page per visit of 0.00 and a Bounce Rate of 0.00%. Open WebUI has a page per visit of 3.00 and a Bounce Rate of 49.59%.
The main users of Open WebUI are United States, Germany, China, India, Russia, with the following distribution: 16.97%, 7.71%, 6.86%, 5.11%, 3.85%.
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