# DeepSeek vs Ogrovision

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Ogrovision records 685 monthly visits with -60.4% growth and Freemium pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Ogrovision](https://openaitools.app/tool/ogrovision) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://aigarden.design |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Landscape Generator, AI Design Generator, AI Backyard Design, AI Image Generator |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 372,761,591 | 685 |
| MoM Growth Rate | +4.3% | -60.4% |
| Primary Market | China | Global |
| Direct Visits | 291,585,405 | 268 |
| Review Score | 4.8 | 3.8 |
| 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)

## Ogrovision

Ogrovision is an AI-powered garden design and landscape visualization platform. It is aimed at homeowners planning a renovation, garden designers presenting concepts to clients, and landscape architects who need quick visuals. The core idea is simple: instead of sketching or waiting on a 3D render, you start from an existing photo of the real space and let the AI propose a new look.

The workflow is deliberately short. You upload a JPG or PNG photo, pick a preset from 109 options spread across eight categories, or write a custom prompt. For finer work, you can draw colored zones directly on the photo and describe what should appear in each area. The engine then produces a realistic visualization, typically in 15 to 60 seconds, with a before-and-after view and a downloadable result. Two models are offered: Ogrovision Standard for speed and GPT Image 1.5 for higher quality.

Beyond single images, Ogrovision adds practical planning features. It can generate four seasonal variants of the same design in one click, and it recognizes plants in the photo to build a planting plan with a shopping list, schedule, and care calendar in PDF form. The interface is available in English and Polish, and a free credit allocation on signup lets users test the platform before buying credits.

**Pricing & Plans:** Freemium with credit-based pricing: you get free credits on registration and can buy more. Standalone packages are Starter ($2.99 / 10 credits), Hobbyist ($7.99 / 30 credits), and Designer ($12.99 / 60 credits); each generation costs 1 credit (Standard model) or 3 credits (GPT Image 1.5).

- **Photo-to-visualization:** Upload a phone photo of your garden and get a realistic redesigned visualization in seconds, with a side-by-side before-and-after comparison.
- **109 ready-made presets:** Choose from 109 presets across 8 categories including front yard, backyard, patio, relaxation zone, playground, entrance, interiors, and seasons, or describe your own vision.
- **Zone-based precise editing:** Draw colored zones on your photo and describe what should appear in each, giving precise control over specific areas of the garden.
- **Four-season variants:** One click generates spring, summer, autumn, and winter versions so you can see how the garden changes across the year.
- **Plant recognition and garden plans:** The AI recognizes plants in your photo, advises on care, and produces a personalized planting plan with shopping list, schedule, and care calendar as a PDF.

**Strengths:** Starts from a real photo, so visualizations reflect the actual space; Large preset library (109 styles) plus free-text prompts; Seasonal variants and plant identification add planning value; Free credits on signup with no credit card required

**Limitations:** Quality of output depends heavily on the input photo's clarity and lighting; Precise editing with drawn zones takes some practice; Credits are consumed per generation, with the higher-quality model costing three times as much

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Ogrovision has 685. 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%; Ogrovision has -60.4%.

### 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). Ogrovision: Freemium. Freemium with credit-based pricing: you get free credits on registration and can buy more. Standalone packages are Starter ($2.99 / 10 credits), Hobbyist ($7.99 / 30 credits), and Designer ($12.99 / 60 credits); each generation costs 1 credit (Standard model) or 3 credits (GPT Image 1.5).

## 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-ogrovision

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