# DeepSeek vs Release AI

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Release AI records 51 monthly visits with -92% growth and Freemium, Free Trial pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Release AI](https://openaitools.app/tool/release-ai) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://apirelease.dev |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI API, AI Notes Generator, AI Developer Tools, AI Documents Generator |
| Pricing Model | Freemium | Freemium, Free Trial |
| Monthly Visits | 372,761,591 | 51 |
| MoM Growth Rate | +4.3% | -92% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 16 |
| Review Score | 4.8 | 3.8 |
| 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)

## Release AI

Release AI targets a recurring irritation in API-driven companies: changes ship to endpoints, but the documentation of those changes — the release note, the changelog entry, the heads-up email to customers — is written by hand, late, and inconsistently. The platform instead has you register your API environments once, then keeps watching them so that change information is captured as it happens.

From those observed changes it produces standardized release notes following the OpenRelease standard, which means the output has a predictable shape that reviewers and downstream tools can rely on. Notes can be rendered as HTML or email, or exported as structured JSON, YAML and PDF, and integrated delivery options push them into Slack, Dropbox, S3 or an internal wiki.

The pricing reflects a multi-stakeholder positioning. The free Startup Essentials tier is charged per endpoint per month for a single API, Growth is a flat $199/month for up to ten APIs and a hundred endpoints, and Enterprise is quoted with unlimited environments. The intended value is that the same generated note serves engineering, product management, support and external customers without a separate manual write-up for each audience.

**Pricing & Plans:** Freemium with a free tier and a paid subscription. Startup Essentials is $0 per endpoint per month for one API and one environment; Growth is $199/month for up to 10 APIs, 100 endpoints and three environments; Enterprise is priced on request with unlimited environments. Annual billing is offered with roughly a 20% saving.

- **Automatic change tracking:** Register your API environments and the platform monitors them for changes, so nothing is missed between releases.
- **Standardized release notes:** Output follows the OpenRelease standard, giving every release a consistent, reviewable structure instead of an ad-hoc bullet list.
- **Multiple output formats:** Publish as HTML or email, or export structured JSON, YAML and PDF on higher tiers for downstream tooling.
- **Team and customer distribution:** Push notes to Slack, Dropbox, S3 or a wiki, or send them by email, reaching engineers, PMs and customers from one source.
- **Multi-environment support:** Track staging, production and other environments separately so release notes reflect the right surface at the right stage.

**Strengths:** Removes the manual, easily-forgotten step of writing changelogs by hand; OpenRelease standardization makes notes consistent and reviewable across releases; Flexible delivery — email, Slack, Dropbox, S3, wiki, plus structured JSON/YAML/PDF exports; A free entry tier makes it easy to evaluate on a single API

**Limitations:** Free tier is narrow: one API and one environment; Growth pricing is a flat $199/month, which can be steep for smaller teams; Value depends heavily on registering and maintaining accurate environment configuration

[Profile (Markdown)](https://openaitools.app/tool/release-ai.md)

## Frequently Asked Questions

### How do DeepSeek and Release AI compare in monthly traffic?

DeepSeek has 372,761,591 monthly visits, while Release AI has 51. 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%; Release AI has -92%.

### 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). Release AI: Freemium, Free Trial. Freemium with a free tier and a paid subscription. Startup Essentials is $0 per endpoint per month for one API and one environment; Growth is $199/month for up to 10 APIs, 100 endpoints and three environments; Enterprise is priced on request with unlimited environments. Annual billing is offered with roughly a 20% saving.

## 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) |

---
Source: https://openaitools.app/compare/deepseek-vs-release-ai

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