# DeepSeek vs PublicView

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. PublicView records 148 monthly visits with -53.6% growth and Free Trial pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [PublicView](https://openaitools.app/tool/publicview) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://www.publicview.ai |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Research Tool, AI For Finance, AI Investing, AI Report Generator |
| Pricing Model | Freemium | Free Trial |
| Monthly Visits | 372,761,591 | 148 |
| MoM Growth Rate | +4.3% | -53.6% |
| Primary Market | China | Global |
| Direct Visits | 291,585,405 | 57 |
| Review Score | 4.8 | 4.2 |
| 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)

## PublicView

PublicView positions itself as a "public company intelligence platform" built on top of SEC filings. Rather than summarizing documents from model memory, every answer is retrieved from indexed filing excerpts and returned with inline citations you can inspect, so the evidence chain stays attached to the claim. The platform supports three research depths — Quick Mode for fast fact extraction, Deep Mode for entity and relationship mapping, and Track Mode for continuous monitoring — letting users match effort to the question at hand.

Beyond conversational Q&A, PublicView structures filings into other views. A knowledge graph maps companies, people, products, ownership and risk into an explorable network with source-linked connections, a relationships table answers "who is connected to whom and how," and a timeline lays out dated events so you can see how strategy, leadership and risks changed across periods. Watchlists add automatic monitoring: when an 8-K, 10-Q or Form 4 is filed, the platform surfaces an AI-summarized alert so time-sensitive disclosures do not slip past a research cycle. An IPO calendar and lifecycle tracker round out the coverage for companies before and after listing.

The product is aimed at anyone who works from filings: allocators tracking risks and verifying management claims, analysts comparing competitor strategy across 10-Ks and S-1s, lawyers reviewing legal matters across multiple issuers, and journalists hunting for connections when an 8-K drops. PublicView publishes a single flat subscription, and the site explicitly notes that the tool is for research only and does not provide financial advice — outputs are expected to be verified independently.

**Pricing & Plans:** PublicView Pro is a single flat plan at $9.99 USD per month, starting with a 3-day free trial that requires a card and can be canceled anytime. The plan includes SEC-grounded AI chat, deep financials, the knowledge graph, company monitoring and filing alerts, and IPO research, subject to daily limits published on the site (5 Quick analyses, 5 Deep analyses, 50 AI calls, 250k charged tokens and one active analysis).

- **Grounded chat with inline citations:** Ask plain-English questions about 10-Ks, 10-Qs and 8-Ks. The assistant retrieves the relevant filing excerpts and streams an answer with citations you can open to inspect the source text.
- **Visual knowledge graph:** Deep Mode extracts entities and relationships from filings and maps companies, people, products, ownership, strategy and risk into a dual-view network where every node links back to evidence.
- **Relationships table and event timeline:** Search extracted connections to answer who is tied to whom and how, then follow dated events across filing periods to see how leadership, strategy and risks evolved.
- **Filing alerts, watchlists and Form 4 tracking:** Add companies to a watchlist and get AI-summarized notifications when a new 8-K, 10-Q or Form 4 lands, with insider transactions organized for quick review.
- **Multi-company research and IPO coverage:** Compare issuers side by side, work across tickers, CIK numbers or company names, and track IPO research and post-listing lifecycle events in the same workspace.

**Strengths:** Every AI answer is tied to filing excerpts with inline citations you can inspect; Covers the whole loop: Q&A, graph, relationships, timeline and alerts in one workspace; Straightforward single-tier pricing at $9.99/month with a 3-day free trial; Form 4 insider tracking and IPO lifecycle coverage extend it beyond standard filing Q&A

**Limitations:** Published daily caps (5 Quick analyses, 5 Deep analyses, 50 AI calls) can feel tight for heavy research days; Free trial requires a card, so it is not a no-commitment sandbox; It is a research tool only and does not provide financial advice or trade execution

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while PublicView has 148. 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%; PublicView has -53.6%.

### 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). PublicView: Free Trial. PublicView Pro is a single flat plan at $9.99 USD per month, starting with a 3-day free trial that requires a card and can be canceled anytime. The plan includes SEC-grounded AI chat, deep financials, the knowledge graph, company monitoring and filing alerts, and IPO research, subject to daily limits published on the site (5 Quick analyses, 5 Deep analyses, 50 AI calls, 250k charged tokens and one active analysis).

## 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 | [MacroMicro](https://openaitools.app/tool/macromicro) | 928,258 | +22.5% | Freemium, Paid | Global macro data and AI research platform for smarter economic decisions | [.md](https://openaitools.app/tool/macromicro.md) |

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

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