# DeepSeek vs Nevermined

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Nevermined records 0 monthly visits with 0% growth and Freemium pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Nevermined](https://openaitools.app/tool/nevermined) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://nevermined.io |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | Web3, Blockchain, AI Agent, AI Developer Tools |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 372,761,591 | 0 |
| MoM Growth Rate | +4.3% | 0% |
| Primary Market | China | Global |
| Direct Visits | 291,585,405 | 0 |
| Review Score | 4.8 | 4.4 |
| Saved Count | 44 | 6 |
| 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)

## Nevermined

Nevermined began as a Web3 tooling layer for tokengating and monetizing data and AI assets, and has since repositioned as payments infrastructure for AI agents. The current product rests on a simple idea: if agents are going to work autonomously, they also need to be able to pay autonomously — without a human typing card details at a checkout page.

The core mechanism is the spend mandate. Before an agent can transact, you set an amount, a number of purchases, and an expiry. Nevermined checks every transaction against that mandate, and the agent cannot raise the ceiling itself — only you can. Revocation is a single dashboard click or API call, with no grace period. Card details are held by a certified vault, so agents pay with a network token scoped to the mandate rather than the underlying card number.

On top of mandates sits the AI Services Catalog, where providers list services that agents pay for per call, and Nevermined Pay, which settles merchants over cards or crypto. Agents connect through an MCP server (Claude Code, Codex, Cursor and other MCP clients), a TypeScript or Python SDK, or the plain API. The platform is aimed at teams in the early agent era as well as banks, PSPs, and platforms that want to embed agent spending controls inside their own products.

**Pricing & Plans:** A personal account is free and includes 2,000 catalog credits, plus space for 20 agents and 10 payment plans. Catalog credits cost $20/month (20,000 credits) or $10 top-up packs. Organization plans run $50/month (Starter), $250/month (Premium) and $500/month (Enterprise). Merchants pay 1–2% of settled volume, and there are no setup fees or minimums.

- **Spend mandates:** Set an amount, a purchase count and an expiry before an agent can pay. Every transaction is checked against the mandate, and only you can raise the limit.
- **AI Services Catalog:** A vetted catalog of paid AI services agents can buy per call, reachable through one integration rather than many separate vendor accounts.
- **Nevermined Pay settlement:** Settles merchants over card, Visa agentic tokens or crypto rails, so agents pay inline without a checkout flow.
- **Instant revocation:** Stop an agent's ability to spend with one dashboard click or API call, with no grace period and no residual purchasing power.
- **MCP, SDK and API access:** Connect agents via an MCP server for Claude Code, Codex and Cursor, or through the TypeScript and Python SDKs and the plain REST API.

**Strengths:** Solves a genuinely new problem — bounded, revocable spending authority for autonomous agents; No buyer-side fee: agents pay the listed price, and browsing the catalog is free; Flexible integration through MCP, TypeScript/Python SDKs or a plain REST API; Card numbers are vaulted with a certified provider and never exposed to the agent

**Limitations:** Buying from an arbitrary card merchant anywhere on the web is still on the roadmap, not live; Costs stack across tiers once you move from solo use to team seats plus catalog credits; The product is moving fast and the underlying Web3-era positioning may confuse newcomers looking for the older data-monetization tooling

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Nevermined has 0. 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%; Nevermined has 0%.

### 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). Nevermined: Freemium. A personal account is free and includes 2,000 catalog credits, plus space for 20 agents and 10 payment plans. Catalog credits cost $20/month (20,000 credits) or $10 top-up packs. Organization plans run $50/month (Starter), $250/month (Premium) and $500/month (Enterprise). Merchants pay 1–2% of settled volume, and there are no setup fees or minimums.

## 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-nevermined

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