# DeepSeek vs Retune

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Retune records 3,788 monthly visits with -37.9% growth and Freemium, Free Trial, Free pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Retune](https://openaitools.app/tool/retune) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://retune.so |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI App Builder, AI Chatbot, No-Code&Low-Code, AI Customer Service |
| Pricing Model | Freemium | Freemium, Free Trial, Free |
| Monthly Visits | 372,761,591 | 3,788 |
| MoM Growth Rate | +4.3% | -37.9% |
| Primary Market | China | India |
| Direct Visits | 291,585,405 | 1,501 |
| Review Score | 4.8 | 1.8 |
| Saved Count | 44 | 5 |
| 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)

## Retune

Retune lets a small business or solo founder stand up an AI assistant without hiring an engineer. You point it at the content that already explains your offer — web pages, uploaded documents, a spreadsheet of prices — and the platform turns that material into a bot that can answer visitor questions in your voice. The assistant is then published as a chat widget that sits on your site, with lead capture and hand-off options built in.

Beyond answering questions, Retune has historically been used to package an assistant as a product: creators build a bot around a niche, brand it, and monetise access. Configuration happens through a visual dashboard, so prompts, welcome messages, conversation starters and knowledge sources are all edited in the browser rather than in code.

The most important thing to know in 2025 is the product's status. Retune is in maintenance mode, and the site now explains that the original feature roadmap stalled. Rather than abandon users, the team is building long-requested capabilities — appointment booking, sitemap crawling, voice input, widget theming, webhook delivery, GDPR controls — as separate standalone copies of the platform, offered free to anyone who emails for access. Existing Retune accounts continue to work; the new work simply is not rolled into them automatically. Treat Retune as a capable but no-longer-actively-developed assistant builder, and weigh that against alternatives with active release schedules.

**Pricing & Plans:** Retune has historically used a freemium model with a free tier and paid plans plus a free trial. The current site states that the new agent-built feature copies are free if you run your own copy and are obtained by emailing the team; check the site for current terms.

- **No-code assistant builder:** Configure prompts, welcome messages, conversation starters and persona in a visual dashboard instead of writing code.
- **Train on your own content:** Ground answers in your website pages, uploaded documents or spreadsheets so the bot speaks to your actual offer.
- **Embeddable chat widget:** Publish the assistant as a chat widget visitors can use directly on your site without leaving the page.
- **Lead capture and follow-up:** Collect visitor details during conversation so sales conversations can continue after the chat ends.
- **Agent-built add-on capabilities:** Newer, separately distributed builds add appointment booking, sitemap crawling, voice messages, widget theming and webhook delivery.

**Strengths:** Genuinely no-code — configuration lives in a browser dashboard; Knowledge can come from pages, documents or spreadsheets, not just a FAQ list; Embeddable widget makes deployment on an existing site straightforward; Long-requested features such as booking, voice and webhooks exist in free agent-built copies

**Limitations:** The product is in maintenance mode, so the main app is not receiving new features; New capabilities live in separate copies rather than your existing account; Access to the new builds requires emailing the team rather than a self-serve signup

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Retune has 3,788. 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%; Retune has -37.9%.

### 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). Retune: Freemium, Free Trial, Free. Retune has historically used a freemium model with a free tier and paid plans plus a free trial. The current site states that the new agent-built feature copies are free if you run your own copy and are obtained by emailing the team; check the site for current terms.

## 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-retune

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