# DeepSeek vs MinusX

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. MinusX records 0 monthly visits with — growth and Freemium, Free, Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [MinusX](https://openaitools.app/tool/minusx) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://chromewebstore.google.com/detail/minusx/nfdkmncbmgijfppobebffgjjifkmhgad |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI For Data Analytics, AI Agent, AI Assistant, AI Copilot |
| Pricing Model | Freemium | Freemium, Free, Contact for Pricing |
| Monthly Visits | 372,761,591 | 0 |
| MoM Growth Rate | +4.3% | — |
| Primary Market | China | Global |
| Direct Visits | 291,585,405 | 0 |
| Review Score | 4.8 | 4.2 |
| Saved Count | 44 | 1 |
| Supported Platforms | Website | Browser Extension |

## 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)

## MinusX

MinusX positions itself as an agentic data platform rather than another dashboarding tool. It was built agent-first: the team created a data agent that learns your business, then wrapped a full BI layer around it. Users can ask ad-hoc questions in natural language, build and edit visualizations in a SQL GUI or point-and-click query builder, assemble dashboards, and turn an analysis into a boardroom-ready deck or a scrollable data story with charts, annotations and takeaways drafted automatically.

A core differentiator is context. Most data agents fail because they do not know what ARR means for your company or how you define an active user. MinusX auto-learns context from every interaction into a shared knowledge base of metrics and business definitions, and you can validate its answers with Evals. The vendor reports that MinusX Agent ranked #1 on DataAgentBench, a realistic data-task benchmark from UC Berkeley's EPIC lab.

MinusX integrates with the modern AI workflow: you can ask questions from Slack, run it as an MCP server for other AI agents, and keep analytics alongside your existing tools. It connects to databases and warehouses such as Postgres, BigQuery, Athena and DuckDB, and also accepts CSV uploads and Google Sheets. Beyond answering questions, it proactively watches your data with scheduled reports, threshold alerts and nudges, so teams learn about churn spikes or budget overruns without manually checking dashboards. The core is source-available, and you can run the OSS version in your own environment or use the managed cloud with optional bring-your-own LLM keys.

**Pricing & Plans:** MinusX offers a free tier of MinusX Cloud plus self-hosting of the open-source version at no licence cost. Paid cloud plans, enterprise options and migration support are available; check the official pricing page for current figures.

- **Business-aware data agent:** Ask ad-hoc questions in plain language and get analyses that understand your company's own metrics and definitions, with a shared knowledge base that auto-learns from each interaction.
- **Full BI and visualization layer:** Build maps, funnels, heatmaps and charts in a SQL editor or a point-and-click query builder, then drop them into dashboards that stay editable down to the detail.
- **Slides and data stories:** Turn any analysis into a presentation deck or a scrollable narrative with charts, annotations and takeaways drafted end to end by the agent.
- **Proactive alerts and reports:** Scheduled reports, threshold alerts and nudges watch your data continuously and notify the right channel when a KPI moves out of range.
- **Open source, cloud or self-hosted:** Run the source-available OSS version in your own environment, or use the managed cloud with optional bring-your-own LLM keys and warehouse-level data locality.

**Strengths:** Agent-first design with a context layer that learns your company's definitions, which improves answer quality over time; Covers the whole workflow from raw SQL to dashboards, slides and proactive alerts in one place; Open-source core with a self-hosted option, so sensitive data can stay in your own environment; Works from Slack and as an MCP server, fitting into existing AI and chat workflows

**Limitations:** The product has moved quickly from a browser extension to a full BI platform, so older documentation and extension links may be outdated; Self-hosting requires you to manage infrastructure, keys and upgrades yourself; Answer accuracy still depends on the quality of your knowledge base, metrics and warehouse connections

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while MinusX 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%; MinusX has —.

### 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). MinusX: Freemium, Free, Contact for Pricing. MinusX offers a free tier of MinusX Cloud plus self-hosting of the open-source version at no licence cost. Paid cloud plans, enterprise options and migration support are available; check the official pricing page for current figures.

## 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 | [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) |
| 10 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Build, deploy, and govern production-ready agentic AI workflows | [.md](https://openaitools.app/tool/dify-ai.md) |

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

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