# DeepSeek vs Scite

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Scite records 841,974 monthly visits with +1.1% growth and Free Trial, Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Scite](https://openaitools.app/tool/scite) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://scite.ai |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Research Tool, AI Search Engine, AI Checker |
| Pricing Model | Freemium | Free Trial, Contact for Pricing |
| Monthly Visits | 372,761,591 | 841,974 |
| MoM Growth Rate | +4.3% | +1.1% |
| Primary Market | China | Indonesia |
| Direct Visits | 291,585,405 | 379,181 |
| Review Score | 4.8 | 4.6 |
| Saved Count | 44 | 10 |
| 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)

## Scite

Scite is an AI-powered research platform built on an unusually deep index of scholarly content. Rather than summarising abstracts, it reads across more than 300 million full-text articles along with preprints, books, patents, clinical trials, grants and datasets. Its distinguishing feature is the Smart Citation: when an article cites another, Scite classifies the context, showing whether the later work supported, contrasted with or merely mentioned the earlier finding. That gives researchers a fast way to judge how well a result has held up.

The platform pairs that citation intelligence with an AI Assistant that answers research questions using retrieved literature, linking each claim back to the specific sentence in the specific paper so answers can be verified in one click. Search runs over full text, helping you find what is actually inside a paper rather than relying on metadata. Collections let you organize and monitor papers, and citation data extends to authors, journals, institutions and funders.

Scite integrates into existing research workflows through an MCP server that plugs into ChatGPT, Claude and other MCP-compatible assistants, a Zotero plugin, a browser extension that surfaces citation badges on the web, and an API for programmatic access. The company is now part of Research Solutions, with publisher agreements covering dozens of publishers plus the open access corpus. Researchers can start with a free trial, and institutional or enterprise access is arranged through sales.

**Pricing & Plans:** Free trial available, with paid individual subscriptions and institutional or enterprise plans priced on request. Students and researchers should check whether their university library already provides access.

- **AI Research Assistant:** Ask a research question and get an answer assembled from the scientific literature, with every claim linked to its originating paper and sentence.
- **Full-Text Search Across 300M+ Articles:** Search more than 300 million articles, preprints, books, patents and datasets using full text rather than abstracts alone.
- **Smart Citation Classifications:** See at a glance whether later work supported, contrasted with, or mentioned a paper, claim, author, journal or institution.
- **Works Where You Write:** Run Scite inside ChatGPT, Claude and other MCP-compatible assistants, or tap citation data through the Zotero plugin and browser extension.
- **Collections, API and Library Integration:** Organize, save and monitor papers in collections, and use the API and full-text holdings options for team or library workflows.

**Strengths:** Citation-context classification that goes beyond simple citation counts; Full-text coverage of 300M+ scholarly works, including patents and datasets; Answers trace back to specific sentences for easy verification; Integrates with ChatGPT, Claude, Zotero and browser workflows

**Limitations:** Full-text depth and premium features sit behind paid plans; Coverage is deepest where publisher agreements exist; niche or regional journals may be thinner; Some institutional access requires checking whether your library already subscribes; Advanced features such as the API and MCP integrations are aimed at heavier users

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Scite has 841,974. 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%; Scite has +1.1%.

### 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). Scite: Free Trial, Contact for Pricing. Free trial available, with paid individual subscriptions and institutional or enterprise plans priced on request. Students and researchers should check whether their university library already provides access.

## 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 | Searches the live web broadly with citations rather than restricting queries strictly to peer-reviewed scholarly databases like Scite. | [.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 | [Semantic Scholar](https://openaitools.app/tool/semantic-scholar) | 8,198,672 | +5.8% | Free | Provides a massive free index of academic literature and citations, but lacks Scite's conversational AI Q&A and smart citation analysis. | [.md](https://openaitools.app/tool/semantic-scholar.md) |

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

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