# Crowded vs DeepSeek

Crowded records 37,118 monthly visits with -18.4% month-over-month growth and Contact for Pricing pricing. DeepSeek records 372,761,591 monthly visits with +4.3% growth and Freemium pricing.

| Metric | [Crowded](https://openaitools.app/tool/crowded) | [DeepSeek](https://openaitools.app/tool/deepseek) |
| :--- | :--- | :--- |
| Website URL | https://bankingcrowded.com | https://www.deepseek.com |
| Categories | AI For Finance, AI Accounting, AI API, AI Assistant | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 37,118 | 372,761,591 |
| MoM Growth Rate | -18.4% | +4.3% |
| Primary Market | United States | China |
| Direct Visits | 24,934 | 291,585,405 |
| Review Score | 4.1 | 4.8 |
| Saved Count | 0 | 44 |
| Supported Platforms | Website | Website |

## Crowded

Crowded is an all-in-one financial platform for mission-driven organizations - nonprofits, associations, foundations, fiscal sponsors, sports clubs, Greek life and education nonprofits. Instead of juggling a bank, an accounting tool, a payment processor and a compliance spreadsheet, organizations run banking, collections, spending and filings from a single dashboard.

The banking layer is digital checking with subaccounts, so a national organization can give every chapter its own account and debit cards while headquarters still sees every balance, transaction and filing status. Money movement is designed around approvals: dues, invoices, event fees and donations flow into the right account, and disbursements, grant payments and bill pay leave a traceable record a treasurer or auditor can follow.

On the compliance side, Crowded leans on AI to reduce admin. Transactions are tagged automatically as they happen so books close faster, IRS Form 990 and 990-PF filings are pre-filled from your own data, and sales tax refund claims are handled with AI assistance. Solly AI, a conversational assistant, lets staff ask questions about nonprofit data in plain language, and the platform API plus integrations with tools like QuickBooks, Xero and Sage let Crowded slot into existing finance stacks.

**Pricing & Plans:** Crowded publishes a pricing page but positions itself as demo-led for most organizations. Plans are typically customized by organization size, subaccount count and the collections, compliance and banking modules you need. Contact Crowded or book a demo for a quote.

- **Banking and subaccounts:** Digital FDIC-insured checking accounts plus subaccounts that give each chapter, project or fund its own balance and cards while headquarters retains oversight.
- **Collections and fundraising:** Collect dues, invoices, event fees and donations by card or ACH, with automatic reminders and donor tax receipts.
- **Spend controls and expense management:** Issue budgeted Visa debit cards with merchant and category limits, track expenses and automate bill pay to end reimbursements.
- **Compliance automation:** AI-powered 990 and 990-PF filing assistance, sales tax refund filing, group exemption management and audit-ready records.
- **Solly AI and integrations:** Solly AI lets you query nonprofit financial data conversationally, while the platform API and integrations with QuickBooks, Xero and Sage connect existing systems.

**Strengths:** Purpose-built for nonprofits, associations and foundations rather than adapted from generic business banking.; Combines banking, collections, expense control, fundraising and 990 compliance in one system of record.; Subaccounts with headquarters oversight fit multi-chapter and fiscal sponsorship models well.; AI transaction categorization and Solly AI reduce manual bookkeeping and reporting work.

**Limitations:** Pricing is not fully self-serve, so you need to book a demo to get numbers.; As a fintech rather than a bank, deposit insurance is provided through a partner bank and subject to conditions.; The breadth of modules can mean a longer onboarding than a single-purpose tool.

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

## 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)

## Frequently Asked Questions

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

Crowded has 37,118 monthly visits, while DeepSeek has 372,761,591. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Crowded has a month-over-month growth rate of -18.4%; DeepSeek has +4.3%.

### How does pricing compare?

Crowded: Contact for Pricing. Crowded publishes a pricing page but positions itself as demo-led for most organizations. Plans are typically customized by organization size, subaccount count and the collections, compliance and banking modules you need. Contact Crowded or book a demo for a quote. 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).

## 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 | [Thomson Reuters](https://openaitools.app/tool/thomson-reuters) | 17,919,413 | +5.5% | Contact for Pricing | Purpose-built AI and trusted content for legal, tax, risk and trade professionals | [.md](https://openaitools.app/tool/thomson-reuters.md) |
| 10 | [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) |

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Source: https://openaitools.app/compare/crowded-vs-deepseek

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