# DeepSeek vs Diaflow

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Diaflow records 25,846 monthly visits with +10.9% growth and Freemium pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Diaflow](https://openaitools.app/tool/diaflow) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://www.diaflow.io |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI App Builder, No-Code&Low-Code, AI Workflow, AI Agent |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 372,761,591 | 25,846 |
| MoM Growth Rate | +4.3% | +10.9% |
| Primary Market | China | Vietnam |
| Direct Visits | 291,585,405 | 7,893 |
| Review Score | 4.8 | 4.2 |
| Saved Count | 44 | 1 |
| 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)

## Diaflow

Diaflow is an AI agent platform built for companies that already use generative AI but lack control over it. It combines a conversational assistant, autonomous agents called Teammates, a no-code workflow Studio, Tables, Pages and a Drive into a single workspace, so AI work and the data behind it live in one governed place rather than scattered across disconnected subscriptions.

The product story is heavily oriented toward speed of adoption: a chat-based interface that requires no training, pre-built templates and prompts to start from, plus iOS and Android apps so people can keep working away from a desk. Diaflow claims its customers move from isolated pilots to company-wide usage in days rather than months, and highlights cross-functional use cases spanning finance, marketing, sales, product, education and HR.

Security and cost control are positioned as the differentiators for larger organizations. Customer data is stated never to be used for model training, files and embeddings are scoped per workspace, and role permissions with audit logs are provided for security reviews. On economics, Diaflow argues that bundling chat seats, database, docs, vector search and 4,000 included credits into one yearly bill replaces roughly $160 per month of separate tools with a single invoice, and cites customers saving hundreds of thousands of dollars annually.

**Pricing & Plans:** Freemium with paid plans. Diaflow offers a free start and presents a bundled yearly plan - quoted at roughly $20 per month - that includes chat, database, docs, collaboration, AI seats, a vector database and 4,000 credits, with contact sales for enterprise or larger deployments.

- **Autonomous teammates:** AI agents that run 24/7 without constant prompting, handling recurring research, extraction and follow-up tasks on their own.
- **Visual workflow studio:** Build end-to-end automations and internal tools by combining steps, connectors and AI actions without writing code.
- **Chat and knowledge base:** Ask questions, reason over documents and create content in one conversational surface backed by your own workspace content.
- **Structured data surfaces:** Tables, pages and drive storage let people and agents collaborate on records, drafts and files in the same workspace.
- **Governance and audit controls:** Role-based permissions, workspace isolation and detailed usage logs give security reviewers provable access control and data-flow visibility.

**Strengths:** Chat, agents, automation, tables and storage bundled into a single workspace; No-code, chat-based interface with templates so non-technical staff can start immediately; Explicit data privacy stance: no training on customer data and per-workspace isolation; Role permissions, audit logs and centralized usage logs for security reviews

**Limitations:** The breadth of features can require onboarding effort before teams see value; Deep enterprise needs still route through a sales conversation; Credit-based AI usage means heavy workloads need monitoring against the included allowance

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Diaflow has 25,846. 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%; Diaflow has +10.9%.

### 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). Diaflow: Freemium. Freemium with paid plans. Diaflow offers a free start and presents a bundled yearly plan - quoted at roughly $20 per month - that includes chat, database, docs, collaboration, AI seats, a vector database and 4,000 credits, with contact sales for enterprise or larger deployments.

## 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 | [Base44](https://openaitools.app/tool/base44) | 14,039,232 | +0.5% | Freemium, Paid, Contact for Pricing | Build working apps, websites, and AI agents by describing them | [.md](https://openaitools.app/tool/base44.md) |

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

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