# DeepSeek vs WorkMagic

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. WorkMagic records 14,786 monthly visits with -40.2% growth and Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [WorkMagic](https://openaitools.app/tool/workmagic-io) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://workmagic.io |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Testing, AI Marketing, AI Advertising, AI For Data Analytics |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 372,761,591 | 14,786 |
| MoM Growth Rate | +4.3% | -40.2% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 6,449 |
| Review Score | 4.8 | 4.1 |
| Saved Count | 44 | 2 |
| 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)

## WorkMagic

Most marketing analytics stacks start from platform-reported conversions, which are inflated by double counting and by conversions that would have happened anyway. WorkMagic takes the opposite route: run incrementality tests first to establish what actually caused sales, then use those verified results to calibrate the models your team relies on day to day. The company calls this Triangulated Measurement — lift tests for truth, media mix modelling for strategic budget planning and causal attribution for tactical execution.

The platform's incrementality testing is automated and positioned on reliability: WorkMagic says 98% of its tests successfully measure lift, against an industry average of about 70%. Those results feed two downstream models. The omnichannel causal attribution model assigns credit across channels and creative while accounting for cross-channel effects, and the media mix model combines historical data with live test results to produce budget projections the vendor says land within 10% of actual performance.

A recurring theme in WorkMagic's customer stories is the halo effect — for example, TikTok Shop Ads that lift Shopify revenue far beyond the platform they ran on, or DTC attribution figures that were off by roughly a third. By measuring those cross-channel effects, brands and their finance teams share one view of incremental performance and can shift spend with more confidence. WorkMagic sells to e-commerce and omnichannel advertisers through a demo, so pricing is quoted based on your spend and measurement scope.

**Pricing & Plans:** Contact for pricing. WorkMagic sells through a demo and quotes based on ad spend, channel mix and measurement scope; no public price list is published.

- **Incrementality testing as ground truth:** Run automated geo and holdout experiments that measure true causal lift, with the vendor reporting a 98% test success rate versus an industry average near 70%.
- **Omnichannel causal attribution:** Calibrate a multi-touch attribution model with verified lift results so channel and creative-level credit reflects real incremental impact across all sales channels.
- **Causal media mix modeling:** A real-time MMM calibrated on historical data plus live test results, producing budget projections that land within roughly 10% of actual performance.
- **Halo effect measurement:** Quantify the impact of ads on sales channels beyond the one they ran in, so ROAS reflects the whole funnel rather than a single platform.
- **Finance-aligned reporting:** Align growth and finance on the same objective metrics, replacing platform-reported CAC estimates with incrementality-adjusted figures.
- **Budget optimisation:** Convert measurement into next-dollar decisions with budget scenario planning across channels and creative.

**Strengths:** Uses causal lift tests rather than trusting platform-reported conversions; Calibrates MMM and attribution with real experimental results; Explicitly quantifies halo effects across sales channels; Transparent published accuracy claims (98% test success, projections within 10%)

**Limitations:** Demo-gated sales process with no transparent public pricing; Enterprise-grade measurement fits larger advertisers better than very small brands; Incrementality tests and MMM calibration need meaningful data volume to be reliable; Value depends on connecting ad platforms, CDP and analytics data cleanly

[Profile (Markdown)](https://openaitools.app/tool/workmagic-io.md)

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while WorkMagic has 14,786. 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%; WorkMagic has -40.2%.

### 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). WorkMagic: Contact for Pricing. Contact for pricing. WorkMagic sells through a demo and quotes based on ad spend, channel mix and measurement scope; no public price list is published.

## 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 | [Triple Whale](https://openaitools.app/tool/triple-whale) | 1,594,461 | +1.1% | Freemium, Paid | Know what's actually working in your ecommerce business — and act on it instantly. | [.md](https://openaitools.app/tool/triple-whale.md) |

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Source: https://openaitools.app/compare/deepseek-vs-workmagic-io

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