# Clusy vs DeepSeek

Clusy records 15,075 monthly visits with -5.7% month-over-month growth and Freemium pricing. DeepSeek records 372,761,591 monthly visits with +4.3% growth and Freemium pricing.

| Metric | [Clusy](https://openaitools.app/tool/clusy) | [DeepSeek](https://openaitools.app/tool/deepseek) |
| :--- | :--- | :--- |
| Website URL | https://www.clusy.io | https://www.deepseek.com |
| Categories | AI Agent, AI Assistant, AI For Data Analytics, AI Code Assistant | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 15,075 | 372,761,591 |
| MoM Growth Rate | -5.7% | +4.3% |
| Primary Market | United States | China |
| Direct Visits | 6,021 | 291,585,405 |
| Review Score | 4.2 | 4.8 |
| Saved Count | 0 | 44 |
| Supported Platforms | Website | Website |

## Clusy

Clusy is an AI-native notebook environment designed for data scientists, ML engineers and analysts who want to move from exploring data to training and shipping models without leaving their notebook. Instead of stitching together a local IDE, a cloud sandbox and a workflow orchestrator, Clusy puts an autonomous agent, live tables, editable notebooks and cloud compute into a single workspace.

The platform emphasizes parallel execution, durable workspaces and elastic compute. You can branch experiments, run replicated kernels, compare model architectures side by side, and keep long-running workloads alive without losing progress. Clusy's accompanying Portal runtime can move running Python jobs across clouds and CPU/GPU architectures, and durable execution lets long jobs run on cheaper spot compute to reduce cloud costs.

Clusy is offered as a hosted product with usage-based tiers. Free access covers the Auto model on a CPU sandbox, while paid plans unlock frontier models, more checkpoint storage, bigger GPUs and higher sandbox RAM and concurrency. Integrations such as Databricks, Snowflake and Hugging Face datasets make Clusy a practical layer on top of existing data stacks.

**Pricing & Plans:** Freemium usage-based pricing. Free tier includes the Auto model on a CPU sandbox and 5 GB checkpoint storage. Plus is $12/mo (frontier models plus a T4 GPU), Pro is $30/mo (all open models, entry GPUs), Max starts at $90/mo with larger GPUs up to H200, and an Enterprise option exists with custom limits and SSO.

- **Agent-native notebook:** An autonomous AI agent works inside your notebook, sourcing datasets, preprocessing data, engineering features and running experiments alongside you.
- **Parallel and replicated execution:** Launch parallel experiments, replicate kernels and compare model architectures simultaneously instead of queuing work serially.
- **Elastic cloud CPU and GPU sandboxes:** Start on a CPU sandbox and scale up to T4, L4, A10, A100 or H200 GPUs with configurable RAM as your workloads grow.
- **Durable workspaces and checkpoints:** Durable execution keeps long-running jobs alive across spot interruptions, with checkpoint storage from 5 GB on Free up to 2 TB on Max.
- **Data stack integrations:** Connect Databricks, Snowflake and Hugging Face datasets to pull data directly into notebooks and live tables.

**Strengths:** Unifies agent, notebook and elastic cloud compute in one workspace; Transparent usage-based pricing with a genuinely usable free tier; Durable execution reduces cloud costs by tolerating spot interruptions; Integrates with Databricks, Snowflake and Hugging Face

**Limitations:** GPU-heavy and frontier-model tiers can become costly at scale; Newer product with a smaller ecosystem than established notebooks; Free tier retains checkpoints for only three days

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

## 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)

## Frequently Asked Questions

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

Clusy has 15,075 monthly visits, while DeepSeek has 372,761,591. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Clusy has a month-over-month growth rate of -5.7%; DeepSeek has +4.3%.

### How does pricing compare?

Clusy: Freemium. Freemium usage-based pricing. Free tier includes the Auto model on a CPU sandbox and 5 GB checkpoint storage. Plus is $12/mo (frontier models plus a T4 GPU), Pro is $30/mo (all open models, entry GPUs), Max starts at $90/mo with larger GPUs up to H200, and an Enterprise option exists with custom limits and SSO. 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).

## 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 | [Google Antigravity](https://openaitools.app/tool/google-antigravity) | 16,054,109 | +8.1% | Freemium | Google's agent-first development platform for building and shipping software with AI agents | [.md](https://openaitools.app/tool/google-antigravity.md) |
| 10 | [Replit](https://openaitools.app/tool/replit) | 10,016,437 | -7.7% | Freemium, Paid | Describe your idea and Replit builds a working app in minutes | [.md](https://openaitools.app/tool/replit.md) |

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

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