# DeepSeek vs Prem

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Prem records 45,892 monthly visits with +4.3% growth and Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Prem](https://openaitools.app/tool/prem) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://www.premai.io |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | Open Source AI Models, Large Language Models (LLMs), AI Models, AI API |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 372,761,591 | 45,892 |
| MoM Growth Rate | +4.3% | +4.3% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 11,903 |
| Review Score | 4.8 | 4.3 |
| 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)

## Prem

Prem is an enterprise AI company built around the idea of sovereign intelligence: verifiable, private and owned by the organization rather than rented from a public cloud API. Its flagship developer product, Enclave, runs frontier open models on encrypted GPUs with hardware-verified attestation at every layer — the company's own claim is that even Prem cannot access your data. Language models, vision-language models and secure voice transcription are available through it.

On top of that infrastructure, Prem offers Fluso, an agent platform for building and deploying enterprise agents grounded in proprietary SOPs, with self-improving skills, connectors to more than a hundred enterprise tools, a no-code builder and event or schedule triggers. Prem Studio handles model customization and fine-tuning on private data for teams that need their own tuned models.

The target market is regulated organizations — healthcare, financial services, government and legal — where public cloud AI is often ruled out. Published case studies describe a European RegTech firm processing regulatory documents inside its own perimeter, a North American healthcare provider extracting structured data from millions of patient records under HIPAA, and a Fortune 50 retailer running on-premise demand forecasting. Prem is designed and powered in Switzerland with offices in Lugano, Wilmington and Italy, and pricing is arranged through a demo.

**Pricing & Plans:** Contact for pricing. Prem is an enterprise platform sold through demos and custom agreements rather than published tiers; developers can start with the documentation and API, and use the model playground to evaluate capabilities.

- **Encrypted inference (Enclave):** Run frontier models on encrypted GPUs with hardware-verified attestation at every layer, so the provider cannot access your data.
- **Private agents (Fluso):** An agent platform for building and deploying enterprise agents on your own SOPs, with skills, 100+ tool connectors and no-code building.
- **Model customization (Prem Studio):** Customize and fine-tune models on private data — vision, language and secure voice transcription included.
- **Deployment inside your perimeter:** Deploy inside your own perimeter so data residency and compliance rules for healthcare, finance, government and legal are respected.
- **Compliance posture:** SOC 2 Type I, ISO 27001 and FADP referenced, with case studies across regulated industries.

**Strengths:** Strong privacy story: encrypted inference with hardware attestation.; Covers inference, agents and model customization in one platform.; Aimed squarely at regulated industries with compliance references.; Open-model friendly and available as a deployable, in-perimeter stack.

**Limitations:** Enterprise-focused, so there is no simple self-serve signup for small teams.; Pricing requires a demo and is not published publicly.; Harnessing the full platform benefits from engineering resources.

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Prem has 45,892. 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%; Prem has +4.3%.

### 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). Prem: Contact for Pricing. Contact for pricing. Prem is an enterprise platform sold through demos and custom agreements rather than published tiers; developers can start with the documentation and API, and use the model playground to evaluate capabilities.

## 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 | [OpenAI Platform](https://openaitools.app/tool/openai) | 234,678,639 | -9.6% | Paid | Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents. | [.md](https://openaitools.app/tool/openai.md) |
| 5 | [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) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 9 | [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) |
| 10 | [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) |

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

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