# DeepSeek vs Rox

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Rox records 60,539 monthly visits with -25.6% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Rox](https://openaitools.app/tool/rox) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://www.rox.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Sales Assistant, AI Lead Generation, AI Agent, AI Sales |
| Pricing Model | Freemium | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 372,761,591 | 60,539 |
| MoM Growth Rate | +4.3% | -25.6% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 27,481 |
| 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)

## Rox

Rox sits in the emerging category of AI revenue agents: software that does not just assist a rep but performs the underlying sales work. It is designed for large B2B organizations, and the company markets to the Global 2000 with security and compliance credentials (SOC 2, GDPR) that enterprise buyers expect. Rather than another dashboard, Rox presents a fleet of agents that run the end-to-end revenue cycle for you.

The platform covers the full arc of a deal: the Outbound Agent automatically finds and engages prospects, agents research accounts and monitor signals to generate pipeline, contact and company enrichment fills in missing data across named accounts, multi-channel sequences qualify leads and book meetings, and deal-management and account-expansion workflows keep opportunities and existing customers moving. A transparent agent activity log records every action the agent took on your behalf, with an admin view for organizational oversight.

Rox is priced in 'Agent Actions', a usage unit that maps each task to a cost, so bills track the value delivered rather than raw data processing. Plans start around $100 per month for individual professionals and roughly $255 per month for a whole team, with Enterprise pricing on request. Higher tiers add CRM sync and writeback, data warehouse sync, SAML/SCIM/SSO and a dedicated support team. The company says it is backed by Sequoia and General Catalyst and was recognized in Gartner and IDC research.

**Pricing & Plans:** Freemium/trial with paid tiers. Individual starts at about $100/month; Teams starts at about $255/month for the whole team with unlimited seats, CRM sync and writeback; Enterprise is contact-for-pricing with data warehouse sync, SSO/SAML/SCIM and dedicated support. Consumption is metered in 'Agent Actions', and unused actions do not roll over.

- **Outbound prospecting agent:** The Outbound Agent identifies and engages target accounts, using account and contact enrichment from multiple data providers to find the right people.
- **Account research and pipeline generation:** Agents research accounts, monitor intent signals and generate pipeline on autopilot, with an activity log showing exactly what each agent did.
- **Multi-channel outreach and meeting booking:** Multi-channel outreach sequences qualify leads and book meetings, and the agent produces meeting briefs with context before each call.
- **Deal and expansion management:** Deal management and account expansion workflows keep opportunities moving, with insights surfaced into Slack and other tools.
- **CRM and warehouse integration:** Native CRM sync and writeback plus data warehouse sync, on SOC 2 and GDPR-aligned infrastructure for large organizations.

**Strengths:** Covers prospecting, outreach, meetings, deals and expansion in one agent platform; Transparent Agent Actions pricing tied to outcomes and an activity log; Native CRM sync/writeback and data warehouse sync; Enterprise-grade security posture (SOC 2, GDPR, SAML/SCIM/SSO)

**Limitations:** Enterprise features such as data warehouse sync and SSO are gated to the top plan; Usage is metered in Agent Actions that do not roll over month to month; Priced for teams and enterprises rather than casual individual users; Effectiveness depends on clean CRM and account data

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Rox has 60,539. 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%; Rox has -25.6%.

### 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). Rox: Freemium, Paid, Contact for Pricing. Freemium/trial with paid tiers. Individual starts at about $100/month; Teams starts at about $255/month for the whole team with unlimited seats, CRM sync and writeback; Enterprise is contact-for-pricing with data warehouse sync, SSO/SAML/SCIM and dedicated support. Consumption is metered in 'Agent Actions', and unused actions do not roll over.

## 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 | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | +2.2% | Freemium | Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas. | [.md](https://openaitools.app/tool/salesforce-einstein.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-rox

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