# DeepSeek vs Knowlee

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Knowlee records 8,622 monthly visits with -10.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Knowlee](https://openaitools.app/tool/knowlee) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://knowlee.ai |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Agent, AI Assistant, AI Workflow, AI Productivity Tools |
| Pricing Model | Freemium | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 372,761,591 | 8,622 |
| MoM Growth Rate | +4.3% | -10.1% |
| Primary Market | China | United Kingdom |
| Direct Visits | 291,585,405 | 3,411 |
| Review Score | 4.8 | 4.2 |
| 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)

## Knowlee

Knowlee positions itself as a "company brain" rather than a general-purpose assistant. Its premise is that organisations rarely lose knowledge itself — they lose how work actually gets done, because the way a company sells, hires, delivers and decides is scattered across people, conversations and disconnected tools. Knowlee connects those pieces: it maps your processes, tools and handoffs, builds a first version of the brain from how the company really operates, and then lets recurring processes run against that shared context.

The platform is organised around a cockpit where you ask questions with company context already in place, review prepared work and open completed results. On top of the brain sits a set of AI workforce processes. In sales, for example, a recurring check spots a real signal such as a job change or company news, Knowlee drafts outreach using your company context, your team reviews it before anything is sent, and the research stays in memory for the next task. Similar patterns apply to operations, where recurring checks cover offers, renewals and payroll, surfacing pricing differences, upcoming renewal reviews and record discrepancies as exceptions for your team to resolve.

Security and control are treated as design constraints. Knowlee states that company data is not used for model training, offers dedicated hosting in Europe or deployment on your own machines, and lets administrators define which sources each process may access and which actions require a person's approval. Each process gets a risk sheet recording purpose, data, owner and safeguards, and results and decisions remain inspectable afterwards. Headline figures on the site — annual hours in a workload model and cases mapped — are explicitly described as modelled workload, not measured savings.

**Pricing & Plans:** Knowlee is described as freemium with paid tiers and an enterprise path. Public pricing is not listed on the homepage, and deployments move through a mapping phase into a connected setup, so costs are scoped per company. Contact Knowlee for a quote on a specific process.

- **Company brain built from your operations:** Knowlee connects to your CRM, inbox, calendar and documents, captures how work actually flows and turns that into a shared memory that every authorised process can draw on.
- **Recurring AI workforce processes:** Sales, recruiting, delivery, finance and operations processes run on the brain, research what changed, prepare the next step and flag exceptions for review.
- **Approval rules on every action:** Every process can be assigned approval rules, so drafts, updates and recommendations wait for a human decision instead of firing automatically.
- **European or self-hosted deployment:** Choose dedicated hosting in Europe or deployment on your own machines, with open-source model options and clear boundaries on who can see which sources.
- **Inspectable access and decision history:** See who can access which company information, inspect recorded decisions and task results, and keep a process risk sheet with purpose, data, owner and safeguards.

**Strengths:** Approval rules keep a human in the loop on any action you consider sensitive; Process mapping starts from how your company already works instead of a generic template; European hosting or self-hosted deployment with open-source model options suits regulated buyers; Results and decisions remain inspectable, so the work can be reviewed and improved over time

**Limitations:** Headline hours and value figures come from a workload model, not measured savings; Value depends on connecting the right systems and capturing processes accurately during onboarding; The concept of a shared company memory requires internal agreement on access boundaries before rollout

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Knowlee has 8,622. 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%; Knowlee has -10.1%.

### 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). Knowlee: Freemium, Paid, Contact for Pricing. Knowlee is described as freemium with paid tiers and an enterprise path. Public pricing is not listed on the homepage, and deployments move through a mapping phase into a connected setup, so costs are scoped per company. Contact Knowlee for a quote on a specific process.

## 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 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 6 | [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) |
| 7 | [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) |
| 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-knowlee

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