# DeepSeek vs Stepsize AI

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Stepsize AI records 5,700 monthly visits with +40.4% growth and Free Trial, Paid pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Stepsize AI](https://openaitools.app/tool/stepsize-com) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://stepsize.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Report Generator, AI For Data Analytics, AI Project Management, Large Language Models (LLMs) |
| Pricing Model | Freemium | Free Trial, Paid |
| Monthly Visits | 372,761,591 | 5,700 |
| MoM Growth Rate | +4.3% | +40.4% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 2,224 |
| Review Score | 4.8 | 4.3 |
| 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)

## Stepsize AI

Stepsize AI focuses on a job engineering teams tend to dread: reporting. Instead of chasing updates and sifting through issue trackers, it analyses your Jira or Linear activity and generates the digestible reports you need — weekly updates, sprint reports, standup summaries and executive summaries.

The distinguishing idea is that metrics without context are meaningless. Stepsize AI adds automatic commentary in plain language, explaining what has changed, what themes are emerging in a sprint and where projects stand against their goals. It can zoom in on a specific project or roll up across a whole product engineering org, and it cites sources so you can dig into the underlying data.

Beyond reporting, it highlights delivery risks and suggests practical actions so teams can avoid problems proactively. The company built its approach, the “Stepsize Method”, from hundreds of conversations with engineering and product leaders. Security is a stated priority: you choose which channels, projects and repositories are included, data is never used to train LLMs, and AES-256 encryption protects data at rest and in transit. Stepsize has since been acquired by ClickUp.

**Pricing & Plans:** Stepsize AI offers a free first AI-generated report for your team and a 2-week free trial, with no credit card needed for the first update. Ongoing access is via paid plans aimed at software teams; check the pricing page for current tiers.

- **AI-generated reports and dashboards:** Weekly updates, sprint reports, standup digests and executive summaries are generated automatically from your issue tracker activity.
- **Metrics with automatic commentary:** AI explains what the numbers mean in plain language, highlighting sprint themes, goals and progress instead of leaving metrics uninterpreted.
- **Project-level AI insights:** The AI uses the structure of your epics to surface themes across loose tasks and zooms in on progress at a glance, with sources so you can investigate.
- **Delivery risk detection:** The AI flags delivery risks and makes practical suggestions so you can act before problems derail a project.
- **Security and data control:** Choose exactly which channels, projects and repositories feed your updates, and know your data is never used to train LLMs and is AES-256 encrypted.

**Strengths:** Automates weekly, sprint and executive reporting from Jira and Linear; AI commentary explains metrics in plain language instead of raw numbers; Surfaces delivery risks with practical suggestions; Reports include sources so you can investigate the underlying issues

**Limitations:** Stepsize was acquired by ClickUp, so the standalone product roadmap now sits under ClickUp; Insights depend on well-structured issue tracker data; Aimed at software teams and engineering leadership rather than individuals; Setup involves connecting your issue tracker and choosing projects/channels to include

[Profile (Markdown)](https://openaitools.app/tool/stepsize-com.md)

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Stepsize AI has 5,700. 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%; Stepsize AI has +40.4%.

### 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). Stepsize AI: Free Trial, Paid. Stepsize AI offers a free first AI-generated report for your team and a 2-week free trial, with no credit card needed for the first update. Ongoing access is via paid plans aimed at software teams; check the pricing page for current tiers.

## 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/deepseek-vs-stepsize-com

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