# Data on Demand vs DeepSeek

Data on Demand records 0 monthly visits with -100% month-over-month growth and Contact for Pricing pricing. DeepSeek records 372,761,591 monthly visits with +4.3% growth and Freemium pricing.

| Metric | [Data on Demand](https://openaitools.app/tool/data-on-demand) | [DeepSeek](https://openaitools.app/tool/deepseek) |
| :--- | :--- | :--- |
| Website URL | https://dod.humanli.ai | https://www.deepseek.com |
| Categories | AI Chatbot, AI For Data Analytics, Large Language Models (LLMs), AI Data Mining | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 0 | 372,761,591 |
| MoM Growth Rate | -100% | +4.3% |
| Primary Market | India | China |
| Direct Visits | 0 | 291,585,405 |
| Review Score | 4.3 | 4.8 |
| Saved Count | 1 | 44 |
| Supported Platforms | Website | Website |

## Data on Demand

DoD is positioned as a shift "from BI to AI": rather than waiting for scheduled reports, executives can interrogate operational data directly. Humanli describes a four-step flow — Integrate (connect your ERP, database or cloud source), Interact (ask in plain English), Interpret (receive visualizations, forecasts and recommendations) and Impact (tie every answer to outcomes such as cost saved, hours reduced or margin improved).

The platform spans ten product pillars, including AI Solutions, Data Analytics, Digital Innovation, Strategy Intelligence, Operations Optimization, Performance Management, Security & Compliance, Cloud Scale and Growth Analytics. Each area is designed to convert fragmented enterprise data into foresight and to feed results back into workflows rather than leaving them in static dashboards.

Architecturally, DoD is pitched as enterprise-ready: it claims connections to 30+ data sources with no data migration, deployment across AWS, Azure or private servers, and built-in governance, access control and encryption. Because pricing is not published, prospective buyers are directed to book a free demo or sign in before discussing commercial terms.

**Pricing & Plans:** Pricing is listed as "Contact for Pricing." Humanli does not publish plan tiers or figures on the Data on Demand site; instead it invites visitors to book a free demo or log in, with commercial terms handled through a sales conversation.

- **Natural-language querying:** Type questions in plain English — such as "What was our cost per unit in Q3?" — and receive instant charts, comparisons and predictive trends from live datasets without writing SQL.
- **Predictive and prescriptive AI:** Machine learning modules support forecasting, anomaly detection and decision optimization, automating repetitive analysis so teams focus on insight rather than spreadsheets.
- **Broad data-source integration:** Connect 30+ sources — ERP systems, databases and cloud platforms — with no data migration required, normalizing everything into a single source of truth.
- **Operations monitoring and alerts:** Monitor throughput, cost, utilization, delay and downtime, and get AI-powered alerts that surface performance drift before it becomes a loss.
- **Security, compliance and cloud scale:** Enterprise-grade governance, access control and encryption, with deployment on AWS, Azure or private servers and elastic scaling for zero-downtime operation.
- **Cross-department performance dashboards:** Live dashboards unify ROI, productivity and outcome metrics across departments so leaders can share evidence-based results.

**Strengths:** Plain-English question answering removes the need to write SQL or wait for scheduled reports; Combines descriptive analytics with forecasting, anomaly detection and prescriptive recommendations; Connects to 30+ ERP, database and cloud sources with no data migration; Built-in enterprise governance, access control and encryption plus flexible cloud deployment

**Limitations:** Situated in the enterprise-analytics space, so smaller teams may find the setup and governance features heavier than they need; No public self-serve pricing page, meaning buyers must book a demo before knowing costs; Value depends heavily on how much structured ERP/SQL data an organization already has to connect

[Profile (Markdown)](https://openaitools.app/tool/data-on-demand.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 Data on Demand and DeepSeek compare in monthly traffic?

Data on Demand has 0 monthly visits, while DeepSeek has 372,761,591. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Data on Demand has a month-over-month growth rate of -100%; DeepSeek has +4.3%.

### How does pricing compare?

Data on Demand: Contact for Pricing. Pricing is listed as "Contact for Pricing." Humanli does not publish plan tiers or figures on the Data on Demand site; instead it invites visitors to book a free demo or log in, with commercial terms handled through a sales conversation. 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 | [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 | [Syft Analytics](https://openaitools.app/tool/syft-assist-ai) | 1,105,531 | +16.2% | Freemium, Free Trial, Paid | AI-powered financial reporting, dashboards and forecasting for accountants and finance teams | [.md](https://openaitools.app/tool/syft-assist-ai.md) |

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Source: https://openaitools.app/compare/data-on-demand-vs-deepseek

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