# AgentQL vs DeepSeek

AgentQL records 13,100 monthly visits with -44% month-over-month growth and Freemium, Free Trial, Paid, Contact for Pricing pricing. DeepSeek records 372,761,591 monthly visits with +4.3% growth and Freemium pricing.

| Metric | [AgentQL](https://openaitools.app/tool/agentql) | [DeepSeek](https://openaitools.app/tool/deepseek) |
| :--- | :--- | :--- |
| Website URL | https://agentql.com | https://www.deepseek.com |
| Categories | AI Agent, AI Web Scraping, AI API, AI Developer Tools | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot |
| Pricing Model | Freemium, Free Trial, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 13,100 | 372,761,591 |
| MoM Growth Rate | -44% | +4.3% |
| Primary Market | United States | China |
| Direct Visits | 5,279 | 291,585,405 |
| Review Score | 4.6 | 4.8 |
| Saved Count | 1 | 44 |
| Supported Platforms | Website | Website |

## AgentQL

AgentQL, built by TinyFish, is a toolkit for connecting AI agents and applications to the open web. Its core idea is a declarative query language: you describe the shape of the data you need — for example product_name and product_price — and AgentQL locates those elements on any page, public or authenticated, without you maintaining fragile XPath or CSS selectors. Because it uses AI to understand page structure rather than fixed paths, the same query keeps working when a site is redesigned.

The product spans several surfaces. Python and JavaScript SDKs integrate with Playwright and headless browsers so you can drive real pages and extract structured data in one flow. A browser-extension debugger lets you iterate on queries live on any website, while a REST API (browserless option) retrieves public data from a URL without spinning up a browser. AgentQL also parses difficult PDF content such as tables, feeding documents into the same structured pipeline.

AgentQL targets teams building web agents, scraping pipelines, and data workflows. It offers a free tier for prototyping with a set number of API calls and remote-browser hours, then paid plans for higher throughput and concurrency, plus an enterprise option with managed datasets, dedicated cloud environments, and on-premise deployment.

**Pricing & Plans:** Free trial with 300 API calls and 1 hour of remote browser; Starter free tier (50 API calls/month, $0.02 per call after); Professional $99/month with 10,000 API calls, $0.015 per extra call and 500 remote-browser hours; Enterprise custom pricing with managed datasets and on-premise options.

- **Natural-language query language:** Describe the data you want in plain terms and AgentQL locates it, eliminating hand-written XPath, CSS selectors, and regex.
- **Self-healing selectors:** Queries keep returning consistent results despite dynamic content, layout changes, and page redesigns.
- **Python & JavaScript SDKs:** Integrate with Playwright and headless browsers to drive pages and extract structured data in a single workflow.
- **Browserless REST API:** Retrieve public data from any URL without launching a browser, ideal for scheduled server-side jobs.
- **PDF parsing & browser debugger:** Extract hard-to-reach tables from PDFs and fine-tune queries in real time with the browser extension.

**Strengths:** Removes maintenance burden of brittle XPath and CSS selectors; Self-healing queries tolerate page changes and dynamic content; Broad toolset: SDKs, REST API, browser extension, PDF parser; Transparent usage-based pricing with a usable free tier

**Limitations:** Usage-based API-call pricing can be hard to forecast at high volume; Requires developer skills; not a no-code scraping tool; Remote-browser hours are billed separately from API calls

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

## 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)

## Frequently Asked Questions

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

AgentQL has 13,100 monthly visits, while DeepSeek has 372,761,591. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

AgentQL has a month-over-month growth rate of -44%; DeepSeek has +4.3%.

### How does pricing compare?

AgentQL: Freemium, Free Trial, Paid, Contact for Pricing. Free trial with 300 API calls and 1 hour of remote browser; Starter free tier (50 API calls/month, $0.02 per call after); Professional $99/month with 10,000 API calls, $0.015 per extra call and 500 remote-browser hours; Enterprise custom pricing with managed datasets and on-premise options. 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).

## 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 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Run thousands of ready-made web scrapers and AI agents from one cloud platform | [.md](https://openaitools.app/tool/apify.md) |

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

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