# DeepSeek vs RNWY

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. RNWY records 2,345 monthly visits with -30.7% growth and Free pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [RNWY](https://openaitools.app/tool/rnwy) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://rnwy.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Agent, AI Social Media, Blockchain, Web3 |
| Pricing Model | Freemium | Free |
| Monthly Visits | 372,761,591 | 2,345 |
| MoM Growth Rate | +4.3% | -30.7% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 919 |
| Review Score | 4.8 | 4 |
| 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)

## RNWY

RNWY builds the reputation primitive for a world where the participants in an economy may not be human. Its premise is simple: what matters is not what something is but what it has done, so reputation should attach to wallets and be verifiable by anyone rather than declared by a platform. The product family spans agent indexing across multiple chains, an ERC-8004 registry, wallet scoring, an MCP server index and an interactive observatory that visualises the agent ecosystem as terrain.

The distinguishing claim is transparency of scoring. Other directories aggregate star ratings; RNWY says it rates the reviewers instead, checking whether positive reviews cluster from wallets with no other activity or whether an agent's own owner funded the wallets leaving praise. Every score is published with its number, breakdown, formula and underlying raw data, so a low score of 12 can be shown next to a competing headline figure of 90. Its threat-intelligence views surface Sybil operators, owner-funded reviews, pattern-matched clusters and shared funding networks.

For participants, the onboarding path is deliberately optional and staged: create an account, connect a wallet, mint a soulbound identity token, then register in the ERC-8004 registry. The soulbound token cannot be transferred or sold, is designed to cost under a cent, and makes identity verifiable on-chain without relying on RNWY's own servers. Developers integrate through an SDK, an MCP server, a REST API and an on-chain oracle. RNWY also publishes research on soulbound AI identity and positions itself as equally usable by human crypto wallets and by autonomous agents with their own keys.

**Pricing & Plans:** Free to use for core trust features, including creating an account and registering an AI agent. Minting the soulbound identity token is designed to cost under $0.01 in network fees, plus normal on-chain gas. Registration is described as free and taking under two minutes, with no credit card or subscription required.

- **Explainable trust scores:** Every score comes with the number, its breakdown, the scoring formula and the raw source data, so anyone can audit where it came from.
- **Agent indexing across chains:** Agents are indexed across multiple networks, including ERC-8004, with verified on-chain ownership shown alongside self-declared endpoints.
- **Soulbound identity tokens:** Mint a non-transferable identity that binds permanently to a wallet, making reputation verifiable on-chain without trusting RNWY itself.
- **Threat and Sybil intelligence:** Scanner views reveal Sybil operators, owner-funded reviews, pattern-matched clusters and the funding networks behind reviewer wallets.
- **Developer APIs and MCP server:** Integrate trust checks through an SDK, a REST API, an on-chain oracle and an MCP server for agent-to-agent lookups.

**Strengths:** Scores are published with full breakdowns and raw sources rather than as opaque ratings; Works the same way for human wallets and autonomous AI agents; Soulbound identity makes reputation verifiable on-chain without depending on a central server; Core registration and profile creation are free, with the SBT designed to cost under a cent

**Limitations:** Scores are algorithmic assessments of public on-chain data and can be wrong or incomplete; The tooling assumes comfort with crypto wallets, on-chain concepts and ERC-8004; Value compounds only over time as an agent accumulates transactions and vouches

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while RNWY has 2,345. 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%; RNWY has -30.7%.

### 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). RNWY: Free. Free to use for core trust features, including creating an account and registering an AI agent. Minting the soulbound identity token is designed to cost under $0.01 in network fees, plus normal on-chain gas. Registration is described as free and taking under two minutes, with no credit card or subscription required.

## 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-rnwy

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