# DeepSeek vs Prodely

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

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Prodely](https://openaitools.app/tool/prodely) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://prodely.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Product Manager, AI Assistant, AI Research Tool, AI Knowledge Base |
| Pricing Model | Freemium | Freemium, Free Trial |
| 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 | 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)

## Prodely

Prodely is a product discovery platform aimed at teams who want continuous, structured discovery instead of ad-hoc note-taking and gut-feel roadmapping. Its core model is the Opportunity Solution Tree: rather than storing feedback in loose documents, Prodely organises customer insights, market research and strategic objectives into a visual tree that connects outcomes to opportunities and candidate solutions, so priorities stay traceable to real evidence.

A large part of the workflow is automated research. Prodely can transcribe Google Meet and Zoom sessions, then summarise them, extract action items and surface recurring themes. When you lack fresh interview data, its Deep Research capability performs market and competitive analysis to fill the gaps. Everything lands in a centralised, searchable knowledge base that the AI assistant draws on, so questions such as "what are the biggest opportunities for the product?" are answered in the context of your own business rather than generic advice.

Prioritisation is handled with an ICE (Impact, Confidence, Ease) framework, and customer voting lets you validate demand before committing engineering time. Roadmapping, task boards, team discussions and exports to tools like Jira, Trello and Asana were described as forthcoming. Pricing starts with a free tier covering one active project and one hour of transcription per month, rising to a per-user and per-organisation plan for deeper research and unlimited projects.

**Pricing & Plans:** Freemium with a free trial. A free tier includes 1 active project, 1 Opportunity Solution Tree, 1 hour of audio transcription per month and 1 organisation. A paid plan at $20 per user per month raises this to 5 active projects, 5 trees, 10 hours of transcription, 5 organisations and Deep Research. A $99 per organisation per month tier adds unlimited projects and trees and 100 hours of transcription.

- **Opportunity Solution Trees:** Build interactive canvases that connect desired outcomes to ranked opportunities and candidate solutions, keeping discovery structured and traceable.
- **AI transcription and summarisation:** Automatically transcribe Google Meet and Zoom sessions and turn them into summaries, themes and action items.
- **Contextual AI assistant:** Chat with an assistant that already knows your business context, customer insights and strategic priorities.
- **Deep market research:** Let the AI run market and competitive analysis to close knowledge gaps when you have no fresh interview data.
- **ICE prioritisation and customer voting:** Score roadmap candidates on Impact, Confidence and Ease, and validate demand through structured customer feedback.

**Strengths:** Purpose-built Opportunity Solution Tree canvases rather than generic note tools; Transcription plus AI summarisation reduces hours of manual interview review; AI assistant remembers your business context and past insights; Free tier is usable and paid tiers are clearly published

**Limitations:** Roadmapping boards, team discussions and integrations are listed as coming soon; Per-organisation pricing may not suit very small teams on the middle tier; No public detail on which underlying language models power the AI features

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Prodely 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%; Prodely 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). Prodely: Freemium, Free Trial. Freemium with a free trial. A free tier includes 1 active project, 1 Opportunity Solution Tree, 1 hour of audio transcription per month and 1 organisation. A paid plan at $20 per user per month raises this to 5 active projects, 5 trees, 10 hours of transcription, 5 organisations and Deep Research. A $99 per organisation per month tier adds unlimited projects and trees and 100 hours of transcription.

## 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-prodely

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