# DeepSeek vs Layerpath

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Layerpath records 42,635 monthly visits with -8.9% growth and Freemium pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Layerpath](https://openaitools.app/tool/layerpath) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://www.layerpath.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Presentation Generator, AI Agent, AI Sales Assistant, AI Video Generator |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 372,761,591 | 42,635 |
| MoM Growth Rate | +4.3% | -8.9% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 17,393 |
| Review Score | 4.8 | 4.5 |
| Saved Count | 44 | 2 |
| 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)

## Layerpath

Layerpath addresses a familiar problem for software teams: tutorials and onboarding materials go stale the moment a product changes. Rather than recording a demo from scratch, you hand Layerpath screenshots, a screen recording, or a Loom link, and it writes the steps and callouts for you. One project can be published in multiple formats — a clickable interactive tour, a readable step-by-step guide, a video, or a playlist a team has to complete.

The workflow is agent-driven. Inside Slack, ChatGPT, or Claude you can simply ask for a walkthrough ("turn these screenshots into a walkthrough on replying to a customer"), and the Agent produces it, which you can then refine by asking for specific edits. A Chrome extension records your screen in a click, and the editor lets you fine-tune every step, add hotspots, blur, zoom, annotations, and generate AI voiceover in 34 languages. Brand memory applies your logo, colors, fonts, and tone consistently across outputs.

Beyond creation, Layerpath provides insights such as viewer counts, completion rate, drop-off, and leads, so you can see where people leave a walkthrough and fix those steps. Publishing options include share links, embeds, and a custom domain, and content can be dropped into a portal, LMS, help center, or Notion. Plans scale from a free tier to team and enterprise workspaces.

**Pricing & Plans:** Freemium with a free tier and paid plans. Free is $0 (unlimited projects, up to 3 published at a time, 5 watermarked video exports per month, 1 seat). Pro is $50/month per seat (or $500/year) with unlimited publishing, no watermark, and a custom domain. Team is $500/month for a shared workspace with roles and 4–14 seats, and Enterprise starts at $10,000/year. Annual billing gives 2 months free. Layerpath Agent usage via Slack, ChatGPT, Claude, and MCP is free until December 31, 2026 under a fair use policy.

- **Layerpath Agent in your tools:** Ask for a walkthrough directly inside Slack, ChatGPT, or Claude, or from any MCP assistant, then change any step by asking.
- **Create from what you have:** Start from screenshots, an existing screen recording, or a Loom link — the Agent writes the steps and callouts.
- **Three formats, one project:** Publish the same workflow as an interactive walkthrough, a step-by-step guide, or a video with voiceover.
- **AI editing and voiceover:** Rewrite steps, adjust callouts, remove noise, and generate multi-language voiceover in 34 languages and 100+ voices.
- **Insights and brand memory:** Track completion, drop-off, and leads, while brand memory keeps your logo, colors, and tone consistent.

**Strengths:** One project produces a tour, a guide, and a video, so you do not rebuild content for each format; Agent workflows inside Slack, ChatGPT, and Claude let you create without opening a separate app; Editing by prompt is faster than re-recording when a small part of a workflow changes; Free-until-2026 Agent usage and a real free tier make it cheap to evaluate

**Limitations:** Free plan publishes only 3 projects at a time and adds watermarks to shared demos and video exports; Interactive tours depend on being published through Layerpath's sharing and embed links; Layerpath branding appears on Free plan shared demos and exports

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Layerpath has 42,635. 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%; Layerpath has -8.9%.

### 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). Layerpath: Freemium. Freemium with a free tier and paid plans. Free is $0 (unlimited projects, up to 3 published at a time, 5 watermarked video exports per month, 1 seat). Pro is $50/month per seat (or $500/year) with unlimited publishing, no watermark, and a custom domain. Team is $500/month for a shared workspace with roles and 4–14 seats, and Enterprise starts at $10,000/year. Annual billing gives 2 months free. Layerpath Agent usage via Slack, ChatGPT, Claude, and MCP is free until December 31, 2026 under a fair use policy.

## 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-layerpath

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