# DeepSeek vs supOS

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. supOS records 0 monthly visits with 0% growth and Freemium, Paid, Free pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [supOS](https://openaitools.app/tool/supos) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://supos.ai |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI App Builder, No-Code&Low-Code, AI Developer Tools, Large Language Models (LLMs) |
| Pricing Model | Freemium | Freemium, Paid, Free |
| Monthly Visits | 372,761,591 | 0 |
| MoM Growth Rate | +4.3% | 0% |
| Primary Market | China | Global |
| Direct Visits | 291,585,405 | 0 |
| Review Score | 4.8 | 4.1 |
| Saved Count | 44 | 0 |
| Supported Platforms | Website | Website |

## DeepSeek

DeepSeek (Hangzhou DeepSeek Artificial Intelligence Co., Ltd.) is a frontier AI research organization that disrupted the global LLM market by pairing open-weight transparency with breakthrough Mixture-of-Experts (MoE) and reinforcement-learning reasoning efficiency. Following the landmark releases of DeepSeek-V3 and the peer-reviewed DeepSeek-R1 reasoning model, DeepSeek introduced the DeepSeek-V4 generation in 2026—featuring a hybrid attention architecture and a native 1-million-token context window across DeepSeek-V4-Pro (1.6T total parameters, 49B active per token) and DeepSeek-V4.1-Flash (284B total parameters, 13B active per token).

Users can interact with DeepSeek in three ways: completely free through the consumer web portal (chat.deepseek.com) and mobile apps with one-click toggles for deep thinking and live web search; via DeepSeek's hosted, OpenAI-compatible developer API; or by self-hosting DeepSeek's open-weight checkpoints (including V3, R1, Prover-V2, and distilled Qwen/Llama variants) on private infrastructure. The models excel at competitive mathematics, algorithm design, repository-level software engineering, and structured data extraction, with automatic context caching on the API that slashes repeated prompt costs by over 95%.

In late 2026, DeepSeek remains the price-performance benchmark for developers and automation workflows. While the consumer chat interface remains free without a mandatory $20/month subscription tier, the developer API transitioned in late 2026 to two primary endpoints—`deepseek-flash` and `deepseek-v4-pro`—with time-of-day pricing. Off-peak API calls cost just $0.15 per million input tokens ($0.003 on cache hits) and $0.60 per million output tokens on Flash, and $0.66 input / $1.98 output on V4-Pro, making it a fraction of the cost of comparable Western frontier models.

**Pricing & Plans:** Free web and mobile chat app at chat.deepseek.com; pay-as-you-go OpenAI-compatible API with off-peak rates at $0.15/1M input ($0.003 cache hit) and $0.60/1M output for deepseek-flash (V4.1-Flash), and $0.66/1M input ($0.022 cache hit) and $1.98/1M output for deepseek-v4-pro (peak weekday UTC hours bill at 2x).

- **DeepSeek-V4 Hybrid Attention & 1M Context:** 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.
- **Transparent Chain-of-Thought Reasoning:** 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.
- **Automatic Context Caching & Off-Peak API Pricing:** 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.
- **Free Consumer Web & Mobile Assistant:** Provides free access at chat.deepseek.com and on iOS/Android with document uploads, reasoning mode, and web search without paywalling core models.
- **Open-Weight Ecosystem & Self-Hosting Freedom:** Offers open weights for DeepSeek-V3, R1, Distill variants, and Prover models on Hugging Face and GitHub so enterprises can deploy within air-gapped environments.

**Strengths:** Completely free consumer web and mobile app with deep reasoning and web search included; Ultra-low API token rates ($0.15/$0.60 on Flash, $0.66/$1.98 on V4-Pro off-peak) with up to 98% savings on cached inputs; Drop-in OpenAI API compatibility makes switching or routing between models effortless; Strong open-weight lineage allows teams to self-host or fine-tune models without vendor lock-in

**Limitations:** Hosted API and web app store data on servers in China, prompting compliance restrictions for some Western enterprises and government agencies; Peak-hour API pricing (01:00–04:00 and 06:00–10:00 UTC on weekdays) doubles per-token costs compared to off-peak rates; Lacks native voice mode, video generation, and productivity suite integrations offered by ChatGPT and Google Gemini

[Profile (Markdown)](https://openaitools.app/tool/deepseek.md)

## supOS

supOS is an industrial Internet of Things (IIoT) platform whose defining idea is the Unified Namespace. Industrial environments typically accumulate disconnected systems — PLC and SCADA controls, MES and WMS execution tools, ERP, historians, databases, machines, and edge devices — that result in data silos and brittle point-to-point integrations. supOS consolidates these sources into a semantic, single source of truth, contextualizing and streaming the data so it can be reused across applications, analytics, and AI.

On top of that data foundation, supOS layers what it describes as an all-in-one platform: a frontline app builder for creating operational applications, an industrial AI layer that turns data into knowledge, and a set of packaged operational apps. The platform targets real industrial use cases such as supply chain management (including discrete event simulation and AI chat to warehouse), asset performance management, and energy management, with machine vision among its AI capabilities.

The supOS brand has since evolved as part of the FREEZONEX portfolio, continuing under the Tier0 name, which describes itself as an industrial data, applications, and AI platform with a Unified Namespace at its core. Tier0 highlights an agentic app builder, template apps, a UNS agent for natural-language operations, and digital twin visualization, and it reports deployments with industrial customers including SUPCON and IMI. The platform positions itself against the high cost and vendor lock-in of traditional commercial industrial software.

**Pricing & Plans:** supOS is offered with a mix of free and paid options. The platform provides free access to get started plus commercial tiers for production use, and full industrial rollouts are typically quoted per project. Because detailed pricing is not published publicly, organizations should contact the vendor for a tailored quote.

- **Unified Namespace data foundation:** Unify industrial data in a Unified Namespace with configurable data acquisition and contextualization, streamed to MQTT and databases as a standardized, future-proof foundation for monitoring, analytics, and AI.
- **All-in-one data connectivity:** Connect machines, sensors, PLC/SCADA, MES, ERP, databases, and cloud sources into one platform, removing point-to-point integrations and data spaghetti.
- **Frontline app builder:** Build MES-grade and frontline industrial applications faster with low-code and AI-assisted app building, customized to your production workflows.
- **Industrial AI:** Turn industrial data into knowledge with AI features including AI chat to warehouse, analytics, and machine vision applications.
- **Operational application suite:** Ready-to-use applications for supply chain management, asset performance management, and energy management, including discrete event simulation.

**Strengths:** Unified Namespace removes point-to-point integrations and data silos; Connects a broad range of industrial sources in one platform; AI-assisted app building supports MES-grade frontline applications; Packaged APM, SCM, and energy management apps accelerate deployment

**Limitations:** Industrial deployments can involve significant implementation and integration effort; Public self-serve pricing is not detailed; enterprise terms are quoted per project; Value depends on the quality and connectivity of existing plant data sources

[Profile (Markdown)](https://openaitools.app/tool/supos.md)

## Frequently Asked Questions

### How do DeepSeek and supOS compare in monthly traffic?

DeepSeek has 372,761,591 monthly visits, while supOS has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

DeepSeek has a month-over-month growth rate of +4.3%; supOS has 0%.

### How does pricing compare?

DeepSeek: Freemium. Free web and mobile chat app at chat.deepseek.com; pay-as-you-go OpenAI-compatible API with off-peak rates at $0.15/1M input ($0.003 cache hit) and $0.60/1M output for deepseek-flash (V4.1-Flash), and $0.66/1M input ($0.022 cache hit) and $1.98/1M output for deepseek-v4-pro (peak weekday UTC hours bill at 2x). supOS: Freemium, Paid, Free. supOS is offered with a mix of free and paid options. The platform provides free access to get started plus commercial tiers for production use, and full industrial rollouts are typically quoted per project. Because detailed pricing is not published publicly, organizations should contact the vendor for a tailored quote.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [ChatGPT](https://openaitools.app/tool/chatgpt-4) | 6,048,022,723 | +2.2% | Freemium | Provides stronger multi-modal reasoning and agentic tools, but lacks DeepSeek's ultra-low-cost API pricing. | [.md](https://openaitools.app/tool/chatgpt-4.md) |
| 2 | [Google Gemini](https://openaitools.app/tool/gemini-gemini-advanced) | 2,637,398,242 | -0.1% | Freemium | Offers an enormous context window and deep Google ecosystem integration, but feels less specialized for pure reasoning tasks. | [.md](https://openaitools.app/tool/gemini-gemini-advanced.md) |
| 3 | [Claude](https://openaitools.app/tool/claude-2) | 1,253,439,413 | +23.8% | Freemium | Delivers superior long-form coding artifacts and nuanced writing, but lacks DeepSeek's specialized open-weight reasoning models. | [.md](https://openaitools.app/tool/claude-2.md) |
| 4 | [Grok](https://openaitools.app/tool/grok) | 203,846,050 | -0.8% | Freemium | Features real-time X social data integration, but is less cost-effective for dedicated developer coding workflows. | [.md](https://openaitools.app/tool/grok.md) |
| 5 | [Perplexity](https://openaitools.app/tool/perplexity-ai) | 88,310,223 | -3.7% | Freemium | Real-time AI answer engine and research workspace combining live web citations with frontier reasoning models. | [.md](https://openaitools.app/tool/perplexity-ai.md) |
| 6 | [Qwen 4 (Alibaba Qwen4)](https://openaitools.app/tool/qwen-4) | 35,101,353 | -6.2% | Freemium | Provides comparable open-weight foundation models and multilingual performance, but requires self-hosting or third-party inference setup. | [.md](https://openaitools.app/tool/qwen-4.md) |
| 7 | [Cursor](https://openaitools.app/tool/cursor) | 23,297,751 | +8.4% | Freemium | The AI coding agent for building ambitious software | [.md](https://openaitools.app/tool/cursor.md) |
| 8 | [Kimi AI](https://openaitools.app/tool/kimi-chat) | 19,632,261 | -23.4% | Free | Excels at ultra-long document analysis and research, but lacks the same level of open-weight developer community support. | [.md](https://openaitools.app/tool/kimi-chat.md) |
| 9 | [Base44](https://openaitools.app/tool/base44) | 14,039,232 | +0.5% | Freemium, Paid, Contact for Pricing | Build working apps, websites, and AI agents by describing them | [.md](https://openaitools.app/tool/base44.md) |
| 10 | [Ollama](https://openaitools.app/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | Enables running open-source models locally on consumer hardware, but lacks DeepSeek's cloud-scale hosted reasoning power. | [.md](https://openaitools.app/tool/ollama.md) |

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Source: https://openaitools.app/compare/deepseek-vs-supos

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