# DeepSeek vs Prowler Cloud

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Prowler Cloud records 36,917 monthly visits with -3.4% growth and Free Trial, Paid, Contact for Pricing, Free pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Prowler Cloud](https://openaitools.app/tool/prowler-cloud) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://prowler.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Agent |
| Pricing Model | Freemium | Free Trial, Paid, Contact for Pricing, Free |
| Monthly Visits | 372,761,591 | 36,917 |
| MoM Growth Rate | +4.3% | -3.4% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 15,525 |
| Review Score | 4.8 | 4.4 |
| Saved Count | 44 | 0 |
| 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)

## Prowler Cloud

Prowler Cloud is the managed SaaS edition of Prowler, an open-source cloud security platform used by a large developer community. It runs the same engine as the free Prowler CLI, so checks tested locally behave the same in production. Teams connect cloud accounts with a read-only role, run scans continuously or on custom schedules, and review findings in a single control plane. Coverage spans cloud providers such as AWS, Azure, Google Cloud, Oracle Cloud, Alibaba Cloud, and Cloudflare, plus SaaS and identity systems like Microsoft 365, Google Workspace, GitHub, Okta, and MongoDB Atlas, along with Kubernetes, container images, and infrastructure as code.

The platform emphasizes a connect-scan-prioritize-fix-verify workflow. More than 2,500 checks map to 70+ compliance frameworks including CIS, NIST, GDPR, PCI-DSS, HIPAA, and SOC 2, and findings are ranked by severity and context so critical risks surface first. Realtime detection adds exploitable issues, toxic combinations, and vulnerability detection, while ThreatScore and full attack-path graphs help teams understand blast radius. Lighthouse AI explains each fix, the Autonomous Fixer can act on findings, and an MCP Server lets AI coding agents like Claude, Codex, Cursor, and Copilot interact with the platform.

Prowler is available in several editions. Prowler Cloud is hosted by the company with a 7-day free trial and per-cloud-account pricing. Prowler Private Cloud deploys the same capability into a customer's own environment, including air-gapped setups, with data residency control and a private registry for custom checks and frameworks. The open-source CLI, SDK, and self-hosted Local Server remain free under Apache-2.0 and can push findings into Prowler Cloud for dashboards and integrations.

**Pricing & Plans:** Prowler Cloud is billed per cloud account per month (list price around $99 per account, with 20% off on annual billing) after a 7-day free trial with no cloud account limit and no credit card. Prowler Private Cloud is custom quoted and also available via AWS Marketplace, and the open-source CLI, SDK, and Local Server are free under Apache-2.0. MSP/MSSP partner pricing is available.

- **Multi-cloud and SaaS posture scanning:** More than 2,500 checks cover AWS, Azure, Google Cloud, Oracle Cloud, Kubernetes, container images, infrastructure as code, Microsoft 365, GitHub, and more from one interface.
- **Compliance automation:** Findings map to 70+ frameworks including CIS, NIST, PCI-DSS, ISO 27001, HIPAA, and SOC 2, with continuous monitoring and evidence collection to prepare for audits.
- **Risk prioritization and attack paths:** ThreatScore, severity ranking, and end-to-end attack-path graphs show which issues matter most and how they could chain together.
- **Lighthouse AI and Autonomous Fixer:** AI explains remediation steps, automates fixes where possible, and exposes an MCP Server so third-party coding agents can work with the platform.
- **Flexible deployment editions:** Choose hosted Prowler Cloud, self-hosted Private Cloud with data residency control, or the free Apache-2.0 CLI, SDK, and Local Server.

**Strengths:** Backed by a widely adopted open-source engine with 15K+ GitHub stars; Very broad coverage across cloud, SaaS, Kubernetes, containers, and IaC; AI-assisted remediation and an MCP Server for modern agent workflows; Multiple deployment models including air-gapped private cloud

**Limitations:** Pricing scales per cloud account, so very large estates can become expensive; The full managed experience is required for Realtime detection, which is not available in self-hosted editions

[Profile (Markdown)](https://openaitools.app/tool/prowler-cloud.md)

## Frequently Asked Questions

### How do DeepSeek and Prowler Cloud compare in monthly traffic?

DeepSeek has 372,761,591 monthly visits, while Prowler Cloud has 36,917. 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%; Prowler Cloud has -3.4%.

### 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). Prowler Cloud: Free Trial, Paid, Contact for Pricing, Free. Prowler Cloud is billed per cloud account per month (list price around $99 per account, with 20% off on annual billing) after a 7-day free trial with no cloud account limit and no credit card. Prowler Private Cloud is custom quoted and also available via AWS Marketplace, and the open-source CLI, SDK, and Local Server are free under Apache-2.0. MSP/MSSP partner pricing is available.

## 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 | [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) |
| 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-prowler-cloud

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