# DeepSeek vs Doc2Cart

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Doc2Cart records 0 monthly visits with 0% growth and Free Trial, Paid pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Doc2Cart](https://openaitools.app/tool/doc2cart) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://doc2cart.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Document Extraction, AI OCR, AI API, AI PDF |
| Pricing Model | Freemium | Free Trial, Paid |
| 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 | 4.2 |
| 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)

## Doc2Cart

Doc2Cart is an API-first document extraction service aimed at the specific problem of getting supplier documents into an online store. Upload a price list, catalog, invoice or scanned table in PDF, PNG, JPEG or TIFF, and its OCR engine pulls out the product rows. Instead of a black box, the workflow gives you a review step: you open the document analysis wizard, check the extracted records, fix anything the machine misread and approve only the rows you want, then export the approved set.

Output is designed to plug into existing systems rather than lock you in. Validated records can leave as CSV or JSON files, or travel directly through the REST API and SDK into your own application. Each stage — upload, analysis, review, export — can also be called independently through separate API endpoints, so teams building a custom pipeline are not forced through the wizard. For merchants on popular platforms there are ready-made extensions and live integration demos for Shopify and Shopware 6.

The vendor is Lcommerce Solutions, and the platform suits businesses that receive lots of semi-structured supplier documents that would otherwise be typed in by hand. Quotes and clearer formatting are handled quickly: most files are processed within seconds, and the interface can be localized through the Accept-Language header. Pricing is page-based with a starting allowance of free pages.

**Pricing & Plans:** Free trial with 30 free pages on every account, then monthly page-based plans: Starter 17 EUR/month (200 pages), Professional 125 EUR/month (1,500 pages), Business 315 EUR/month (5,000 pages, technical consultations) and Enterprise 1,255 EUR/month (20,000 pages). Unused pages do not roll over; upgrades and downgrades take effect next billing cycle.

- **Smart table OCR:** Extracts tabular product data from PDFs and images with high accuracy, so format quirks stop being a blocker.
- **Review and approve interface:** Validate, edit and select extracted records in a document analysis wizard before exporting, so bad rows never reach your catalog.
- **Flexible output:** Export validated data as CSV or JSON, or push it straight into your systems through the API and SDK.
- **E-commerce extensions:** Pre-built extensions and integration demos for Shopify and Shopware 6 streamline getting extracted products into a store.
- **Multilingual interface:** The document analysis wizard can be served in English, Polish, German, Spanish, French, Italian, Dutch, Danish, Finnish and Norwegian via the Accept-Language header.

**Strengths:** 30 free pages make extraction quality easy to evaluate first; Human review step prevents bad OCR rows from reaching your catalog; API, SDK and CSV/JSON export avoid platform lock-in; Ready extensions for Shopify and Shopware 6

**Limitations:** Page limits are hard: exceeding your plan returns API errors until you upgrade; Unused pages do not roll over to the next month; Technical consultations are only included on the Business tier and above

[Profile (Markdown)](https://openaitools.app/tool/doc2cart.md)

## Frequently Asked Questions

### How do DeepSeek and Doc2Cart compare in monthly traffic?

DeepSeek has 372,761,591 monthly visits, while Doc2Cart 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%; Doc2Cart 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). Doc2Cart: Free Trial, Paid. Free trial with 30 free pages on every account, then monthly page-based plans: Starter 17 EUR/month (200 pages), Professional 125 EUR/month (1,500 pages), Business 315 EUR/month (5,000 pages, technical consultations) and Enterprise 1,255 EUR/month (20,000 pages). Unused pages do not roll over; upgrades and downgrades take effect next billing cycle.

## 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-doc2cart

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