# CoreViz vs DeepSeek

CoreViz records 8,356 monthly visits with -40% month-over-month growth and Freemium pricing. DeepSeek records 372,761,591 monthly visits with +4.3% growth and Freemium pricing.

| Metric | [CoreViz](https://openaitools.app/tool/coreviz) | [DeepSeek](https://openaitools.app/tool/deepseek) |
| :--- | :--- | :--- |
| Website URL | https://coreviz.io | https://www.deepseek.com |
| Categories | AI Search Engine, AI Image Recognition, AI Video Search, AI Photo Editor | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 8,356 | 372,761,591 |
| MoM Growth Rate | -40% | +4.3% |
| Primary Market | United States | China |
| Direct Visits | 3,369 | 291,585,405 |
| Review Score | 4 | 4.8 |
| Saved Count | 0 | 44 |
| Supported Platforms | Website | Website |

## CoreViz

CoreViz is built around the idea of a 'media workspace' — a single place where an organization's photos, videos and PDFs become searchable and analyzable. Instead of manually sorting assets, you use natural-language queries such as describing what you are looking for, and the platform retrieves matching content using retrieval-augmented generation (RAG) over visual embeddings. It supports bulk metadata tagging, visual similarity matching, image editing and generation, video scene detection and transcription, and document search.

Beyond generic tools, CoreViz highlights specialized AI models tuned for industry tasks like forensic analysis (for example shoeprint matching and vehicle re-identification) and medical imaging, alongside workflows for archives, real estate, legal evidence discovery, marketing asset management and research datasets. Teams and organizations can collaborate, share custom workflows and control access.

For developers, CoreViz ships a Vision SDK published on npm plus an API that covers image description, tagging and classification, AI editing and visual embeddings. It can be integrated into existing cloud storage (AWS S3, Google Cloud, Azure) and content systems, with cloud, private-cloud and self-hosted deployment options mentioned on the site.

**Pricing & Plans:** Freemium with a free beta: the site states CoreViz is free while in beta with no credit card required ($0/month beta access). Paid tiers, enterprise pricing and contact-for-pricing options are offered for organizations, with cloud and self-hosted deployment.

- **Natural-language visual search:** Find specific photos, videos or documents by describing them in plain language using RAG over visual embeddings.
- **Bulk tagging and metadata:** Generate consistent tags and metadata across large libraries for DAM systems, e-commerce filters and searchable archives.
- **AI photo and video editing:** Remove backgrounds or objects, upscale and enhance images, and analyze or transcribe video using text prompts.
- **Specialized domain models:** Industry-tuned models for tasks such as forensic analysis, medical imaging and satellite imagery.
- **Vision SDK and API:** Embed image description, classification, editing and embeddings directly into your own applications.

**Strengths:** Handles images, videos, PDFs and documents in one workspace; Natural-language search removes manual tagging effort; Specialized models for forensic, medical and satellite use cases; Developer SDK and API plus cloud or self-hosted deployment

**Limitations:** Advanced features and deployment options may require contacting sales; Some specialized models target niche verticals rather than general users; Larger self-hosted deployments can require significant setup

[Profile (Markdown)](https://openaitools.app/tool/coreviz.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 CoreViz and DeepSeek compare in monthly traffic?

CoreViz has 8,356 monthly visits, while DeepSeek has 372,761,591. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

CoreViz has a month-over-month growth rate of -40%; DeepSeek has +4.3%.

### How does pricing compare?

CoreViz: Freemium. Freemium with a free beta: the site states CoreViz is free while in beta with no credit card required ($0/month beta access). Paid tiers, enterprise pricing and contact-for-pricing options are offered for organizations, with cloud and self-hosted deployment. 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 | [Cutout.Pro](https://openaitools.app/tool/cutout-pro) | 6,600,547 | -12.8% | Freemium | AI photo & video editing studio with background removal, enhancement, and generative models in one place | [.md](https://openaitools.app/tool/cutout-pro.md) |

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

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