# DeepSeek vs DGi by Datagran

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. DGi by Datagran records 0 monthly visits with 0% growth and Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [DGi by Datagran](https://openaitools.app/tool/dgi) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://www.dgintelligence.ai |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI For Data Analytics, AI Agent, AI Workflow, AI Code Generator |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 372,761,591 | 0 |
| MoM Growth Rate | +4.3% | 0% |
| Primary Market | China | Global |
| Direct Visits | 291,585,405 | 0 |
| Review Score | 4.8 | 4.1 |
| 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)

## DGi by Datagran

DGi (also styled DG-i) is an AI data agent from Datagran aimed squarely at developers. Rather than a purely click-based analytics tool, it exposes a REST API where you create a session, register a database or file connection, and then ask natural-language questions about your data. The agent answers with analysis, tables and charts, and can be embedded inside your own product so end users can query their data without leaving your interface.

Beyond question answering, DGi covers the surrounding workflow. A scheduler accepts cron expressions or plain-English timing such as "every day at 9 AM" to run Python files and reports, with retries on failure. A visual builder turns results into interactive dashboards that are drag-and-drop, mobile responsive and export-ready. A separate web-automation API can navigate sites, extract data and run multi-step tasks, which is useful for competitive research and scraping jobs.

On the data side, DGi advertises connectors for PostgreSQL, MySQL, Snowflake, BigQuery, AWS S3 and CSV/Excel uploads. Datagran emphasizes security: double-envelope encryption for stored credentials, AES-256 at rest, TLS 1.3 in transit, and a zero-knowledge architecture where data stays in your own infrastructure. DGi also publishes a benchmark comparing its one-shot accuracy on data-science tasks favorably against several well-known coding and general assistants. Pricing is not listed publicly; you contact the team for a quote.

**Pricing & Plans:** No public price list. DGi is sold as contact-for-pricing, typically a sales conversation that covers API usage, seats and support. There is a free playground for trying the API with your own key.

- **Natural-language data agent API:** Create a session, connect a data source and ask questions in plain language; DGi returns analysis, tables and charts programmatically.
- **Broad data connectors:** Connect PostgreSQL, MySQL, Snowflake, BigQuery, AWS S3 and uploaded CSV or Excel files without moving data out of your environment.
- **Scheduler and orchestration:** Run Python scripts and reports on cron schedules or natural-language timing, with real-time execution and automatic retry on failure.
- **Visual app and dashboard builder:** Turn analysis into interactive, drag-and-drop, mobile-responsive dashboards that can be exported or embedded in your product.
- **Web automation API:** Programmatically browse websites, extract structured data and complete multi-step research or scraping workflows.

**Strengths:** Genuinely API-first, so the agent can be embedded in your own product rather than used only as a standalone app; Wide connector coverage including Snowflake, BigQuery, S3 and plain file uploads; Scheduler blends cron precision with natural-language timing and auto-retry; Published security posture: double-envelope encryption, AES-256 at rest and TLS 1.3 in transit

**Limitations:** Pricing is opaque and requires a sales conversation, which slows evaluation; No public free tier documented beyond a playground, and no self-serve signup flow on the site; Benchmark claims are self-reported and based on a small set of data-science tasks

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

## Frequently Asked Questions

### How do DeepSeek and DGi by Datagran compare in monthly traffic?

DeepSeek has 372,761,591 monthly visits, while DGi by Datagran has 0. 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%; DGi by Datagran has 0%.

### 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). DGi by Datagran: Contact for Pricing. No public price list. DGi is sold as contact-for-pricing, typically a sales conversation that covers API usage, seats and support. There is a free playground for trying the API with your own key.

## 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 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Build, deploy, and govern production-ready agentic AI workflows | [.md](https://openaitools.app/tool/dify-ai.md) |

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

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