# DeepSeek vs DirectoryStack

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

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [DirectoryStack](https://openaitools.app/tool/directorystack) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://directorystack.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Developer Tools, AI Website Builder, AI Tools Directory |
| Pricing Model | Freemium | Paid |
| 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 | 3.9 |
| Saved Count | 44 | 1 |
| 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)

## DirectoryStack

DirectoryStack is a commercial starter kit for people who want to launch a directory business quickly rather than build one from scratch. It is a production-ready Next.js 15 and TypeScript template, built on top of the Open Sitemap project and intended to be deployed to modern hosting such as Vercel with Supabase as the data layer.

The defining design choice is modularity. Core modules represent the parts every good directory needs — a public listing area where visitors discover content, an admin area with intuitive controls and real-time analytics, and activity tracking that records how the directory is actually being used. Shared modules and optional extension modules sit on top, so you add only the features your niche requires and skip the rest. The landing page lists example directories built with the kit, including a US rancher business directory, an indie newsletter resource directory, a global coaching directory and an AI tool directory with 15,000 listings.

Pricing is deliberately simple: a one-time payment, unlimited directories, no subscription. The Foundation tier includes the complete boilerplate with all core and shared modules, Foundation Plus adds every current extension module, and either tier includes future extensions, Cursor rules for AI-assisted development, email support, an active Discord community and continuous updates. The site is published by The Keyword Company and offers custom solution and agency setup services for teams that want help beyond the template itself.

**Pricing & Plans:** One-time purchase with no subscription. Foundation is listed at $199, discounted to $99 during the current beta phase; Foundation Plus, which bundles all current extension modules, is $349 discounted to $249. Prices are for an individual-user licence, with custom team pricing available on request. Optional extension modules outside your tier and custom setup services cost extra.

- **Modular core architecture:** Core modules cover the public listing area, a full admin dashboard with controls and real-time analytics, and activity tracking that logs how visitors use the directory.
- **Shared modules and extensions:** Shared modules and optional extensions let you add only the capabilities your niche needs, and each module is documented individually with a learn-more page.
- **SEO and AI search built in:** Built-In AI-powered search, sitemap generation and structured pages give directory listings the crawlable structure that search engines reward.
- **Lead forms and map embeds:** Local business directories can embed maps and lead-capture forms directly into listing pages, turning directory traffic into inbound enquiries for listed businesses.
- **One-time price, unlimited projects:** One purchase covers unlimited directories with no subscription, and the changelog shows continuous updates plus Cursor rules for AI-assisted customisation.

**Strengths:** One-time payment covering unlimited directories with no recurring fees; Modular core, shared and extension modules let you ship only the features you need; Modern stack — Next.js 15, TypeScript, Supabase — with SEO and AI search built in; Cursor rules and email support speed up AI-assisted customisation

**Limitations:** Self-hosted technical product: you still need developer skills, a Supabase setup and a Vercel-style deployment; P2P and booking/reservation directory types are still listed as future roadmap items rather than shipped templates; Extension modules beyond the bundled tiers are priced separately, so the total can exceed the headline tier; Documentation and community depth are thinner than a mature framework's, since this is a focused commercial kit

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while DirectoryStack 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%; DirectoryStack 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). DirectoryStack: Paid. One-time purchase with no subscription. Foundation is listed at $199, discounted to $99 during the current beta phase; Foundation Plus, which bundles all current extension modules, is $349 discounted to $249. Prices are for an individual-user licence, with custom team pricing available on request. Optional extension modules outside your tier and custom setup services cost extra.

## 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 | [Lovable](https://openaitools.app/tool/lovable) | 31,052,090 | +3.8% | Freemium | Describe your idea in chat and Lovable turns it into a working app or website | [.md](https://openaitools.app/tool/lovable.md) |
| 8 | [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) |
| 9 | [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) |
| 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-directorystack

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