# DeepSeek vs Quantifind

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Quantifind records 15,226 monthly visits with +8.1% growth and Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Quantifind](https://openaitools.app/tool/quantifind-com) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://quantifind.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI For Finance, AI API, AI Workflow, AI For Data Analytics |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 372,761,591 | 15,226 |
| MoM Growth Rate | +4.3% | +8.1% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 5,519 |
| Review Score | 4.8 | 4.4 |
| 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)

## Quantifind

Quantifind provides an AI risk-intelligence platform, marketed primarily as Graphyte, that helps large organizations detect, assess and mitigate financial crime and national security threats. The company focuses on the financial-services and public-sector markets, where its stated customer base includes a majority of the world's largest global banks as well as civilian, defense and state agencies.

The platform centers on four main mission areas: Know Your Customer (including perpetual KYC and periodic refresh), sanctions compliance, transaction intelligence for payments risk, and investigations case work. Quantifind's technology stack combines entity resolution, risk typologies, network intelligence and "agentic middleware" that coordinates AI agents across data sources. The company emphasizes responsible AI, with explainability and auditability positioned as core requirements rather than afterthoughts.

Quantifind is an enterprise sale rather than a self-serve tool. Prospective buyers are directed to interactive demos, "Plans & Packages" pages and a procurement/contract-vehicle process, and pricing is quoted on a contact basis. The vendor publishes security documentation such as SOC 2 posture and deployment options for review.

**Pricing & Plans:** Enterprise, contact-for-pricing model. Quantifind does not publish rates publicly; buyers engage through demos, a Plans & Packages overview and procurement or contract-vehicle processes.

- **Graphyte risk-intelligence platform:** A single environment spanning KYC, sanctions, transaction intelligence and investigations, so risk teams work from consistent data and scoring logic.
- **AI KYC and perpetual refresh:** Automated periodic reviews that detect meaningful changes in a customer's risk profile and route only the genuinely changed cases to analysts.
- **Sanctions and watchlist screening:** Intelligent name matching that surfaces hidden ownership, relationships and sanctions exposure that traditional list screening can miss.
- **Transaction intelligence for payments:** AML controls designed for modern payment flows, uncovering hidden risk across counterparties, networks and transaction paths.
- **Explainable, auditable AI:** Entity resolution, risk typologies and network intelligence combined with governance and traceability, so every decision can be reviewed and defended to regulators.

**Strengths:** Purpose-built for regulated financial services, with explainability and auditability treated as first-class requirements; Covers the full financial-crime lifecycle in one platform rather than separate point tools; Strong credibility in the largest-bank segment, with public reference metrics and customer quotes; Addresses both private-sector compliance and public-sector national-security use cases

**Limitations:** No public pricing and no self-serve tier, so evaluation requires a sales conversation and procurement cycle; Enterprise scope means meaningful configuration and integration effort before value is realized; Positioned for institutions with large data estates; smaller teams may find it heavyweight

[Profile (Markdown)](https://openaitools.app/tool/quantifind-com.md)

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Quantifind has 15,226. 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%; Quantifind has +8.1%.

### 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). Quantifind: Contact for Pricing. Enterprise, contact-for-pricing model. Quantifind does not publish rates publicly; buyers engage through demos, a Plans & Packages overview and procurement or contract-vehicle processes.

## 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 | [Antom](https://openaitools.app/tool/antom) | 2,337,988 | +28.6% | Contact for Pricing | AI-powered global payments and growth platform for merchants | [.md](https://openaitools.app/tool/antom.md) |

---
Source: https://openaitools.app/compare/deepseek-vs-quantifind-com

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)