# DeepSeek vs Mumble

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Mumble records 5,108 monthly visits with -19.8% growth and Free Trial, Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Mumble](https://openaitools.app/tool/mumble) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://mumble.co.il |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Chatbot, AI Customer Service, AI Marketing, No-Code&Low-Code |
| Pricing Model | Freemium | Free Trial, Contact for Pricing |
| Monthly Visits | 372,761,591 | 5,108 |
| MoM Growth Rate | +4.3% | -19.8% |
| Primary Market | China | Israel |
| Direct Visits | 291,585,405 | 1,832 |
| Review Score | 4.8 | 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)

## Mumble

Mumble is built for businesses that already sell or support customers through WhatsApp and want to move beyond a single phone. It connects to the official WhatsApp Business API and puts campaigns, chatbots, a shared inbox, a CRM, and journey tracking under one roof. That means a lead who replies to a broadcast can be routed to an agent, followed up automatically, and tracked through to conversion without the team juggling separate tools.

The product leans heavily on automation paired with real human context. Broadcast messages centralize lead and customer management; a no-code chatbot handles routine questions 24/7; and the multi-agent inbox lets a team share the workload with visibility into who owns each conversation. The included tracking code adds a website layer so you can see what visitors do before they message you, while the CRM keeps contacts grouped and available for the next campaign.

Mumble is aimed at customer service, sales, and marketing teams that want WhatsApp to be a measurable channel rather than a side channel. The site is primarily in Hebrew and pricing is arranged with the vendor, so non-Hebrew-speaking buyers should confirm language support and commercial terms directly. As with any WhatsApp Business API platform, practical results depend on getting opt-in and messaging rules right from the start.

**Pricing & Plans:** Free trial and quote-based pricing. You can start with a trial, and ongoing plans are arranged with the vendor based on your messaging volume and seats. Check the official pricing page or sales team for current rates.

- **Campaigns and broadcasts:** Send WhatsApp broadcast campaigns to segmented contact lists, with replies flowing straight into the shared inbox for follow-up.
- **No-code chatbot:** Build automated conversation flows without code so customers get instant answers around the clock and simple requests are handled without an agent.
- **Shared team inbox:** Agents work customer conversations from a single shared inbox with assignment, status, and filtering, so no inquiry is missed when the team is busy.
- **Simple CRM:** Add clients, organize them into groups, and manage mailing lists inside a lightweight CRM that sits next to the chat tools.
- **Customer journey tracking:** A tracking code embedded on your site surfaces visitor behavior and preferences, so you can see the path customers take and act on it.

**Strengths:** Bundles inbox, chatbot, campaigns, CRM, and analytics in a single WhatsApp-centered platform; The official WhatsApp Business API integration keeps the business number compliant and scalable; Website tracking code adds behavioral insight beyond the chat itself; No-code chatbot builder lets non-technical teams launch automation

**Limitations:** Pricing is not published on the homepage, so costs require a sales conversation; Core functionality depends on the WhatsApp Business API and its messaging rules; The main marketing site and interface are primarily in Hebrew, which limits ease of use for non-Hebrew speakers; Advanced campaign and journey tracking features take time to configure properly

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Mumble has 5,108. 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%; Mumble has -19.8%.

### 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). Mumble: Free Trial, Contact for Pricing. Free trial and quote-based pricing. You can start with a trial, and ongoing plans are arranged with the vendor based on your messaging volume and seats. Check the official pricing page or sales team for current rates.

## 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 | [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) |
| 10 | [tawk.to](https://openaitools.app/tool/abdul-malik-ibrahim-jaber-hassan) | 5,726,823 | -1.5% | Freemium | Free live chat, inbox and AI helpdesk for your website | [.md](https://openaitools.app/tool/abdul-malik-ibrahim-jaber-hassan.md) |

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

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