# DeepSeek vs Scout

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Scout records 10,615 monthly visits with +27.2% growth and Freemium, Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Scout](https://openaitools.app/tool/scout) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://scoutos.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Workflow, AI Agent, AI API, AI Copilot |
| Pricing Model | Freemium | Freemium, Contact for Pricing |
| Monthly Visits | 372,761,591 | 10,615 |
| MoM Growth Rate | +4.3% | +27.2% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 4,353 |
| Review Score | 4.8 | 4.6 |
| 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)

## Scout

Scout is a platform for building AI agents that follow your organization's specific rules inside your specific systems. The pitch is concrete: the rules already exist in a document, the data already lives in your systems, and the process is already documented - it has just not been automated. Most general-purpose AI tools struggle to apply a company's rules consistently across its own tools, while Scout is designed to encode those rules as the agent's knowledge base and then execute them repeatedly with a documented decision trail.

The platform covers several recurring operational patterns. Teams use it for operational QC and review, where the same records are checked against the same criteria hundreds of times a day, and Scout flags exceptions for human review. It is also used for compliance and audit preparation, RFP and security questionnaire completion, high-volume document intake with classification, extraction and routing, and internal policy or knowledge agents that answer team questions without creating a bottleneck for the people who hold institutional knowledge. Pre-built use-case templates exist for AI sales engineer, competitor intelligence, RFP, meeting prep and security questionnaire agents.

Deployment is governance-first. Agents run with each user's own permissions so every action is attributable to a real person, teams can start with human approval on every decision and grant autonomy only after accuracy is validated, and logs and traces are kept throughout. Scout bills as a customized workspace plan: a Starter tier provides a single seat with limited agent messages, active workflows, workflow runs, storage and integrations, while the Scale tier unlocks custom limits, dedicated support with an SLA and invoice payment. The vendor also positions itself as a partner rather than pure software, helping scope the first agent, handle integrations and permissions, and monitor performance as rules and processes change.

**Pricing & Plans:** Custom pricing per workspace. A Starter tier covers one seat with capped agent messages, workflow runs, active workflows, storage and a small number of integrations; the Scale tier adds unlimited seats, custom limits, dedicated SLA support and invoicing. A demo is required to get a quote.

- **Agent builder and pre-built templates:** Turn documented SOPs and business rules into a working agent using ready-made templates or a no-code builder, without waiting on an engineering backlog.
- **Systems and integrations:** Connect to systems of record such as databases, document repositories, SharePoint, CRM and tools like Slack, Salesforce, HubSpot, Notion, Linear, GitHub and Gmail.
- **Human approval and permissions:** Run agents with each user's own permissions, require human approval on every decision at first, and grant autonomy once accuracy is proven.
- **Audit trails and traces:** Every agent action is logged with traces and a documented decision trail, which supports operational QC and compliance review.
- **Embeddable copilots and coding access:** Deploy agents as Slack bots or embeddable copilots, and build beyond the no-code layer with Python and TypeScript SDKs plus a REST API.

**Strengths:** Agents are built around your documented rules rather than generic prompts; Human-in-the-loop approvals and per-user permissions make rollout safer; Broad built-in integrations plus Python and TypeScript SDKs for custom work; Vendor offers hands-on scoping and setup rather than software only

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Scout has 10,615. 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%; Scout has +27.2%.

### 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). Scout: Freemium, Contact for Pricing. Custom pricing per workspace. A Starter tier covers one seat with capped agent messages, workflow runs, active workflows, storage and a small number of integrations; the Scale tier adds unlimited seats, custom limits, dedicated SLA support and invoicing. A demo is required to get a quote.

## 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 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | A general-purpose AI agent that executes tasks, not just answers them | [.md](https://openaitools.app/tool/manus.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-scout

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