# DeepSeek vs ZBrain

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. ZBrain records 11,674 monthly visits with -22.5% growth and Free Trial, Paid, Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [ZBrain](https://openaitools.app/tool/zbrain) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://zbrain.ai |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI App Builder, AI Agent, AI Developer Tools, AI Copilot |
| Pricing Model | Freemium | Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 372,761,591 | 11,674 |
| MoM Growth Rate | +4.3% | -22.5% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 4,636 |
| Review Score | 4.8 | 4.1 |
| 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)

## ZBrain

ZBrain positions itself as a governance-first agentic AI platform. Instead of only helping teams build agents, it acts as a meta-harness: a control layer that brings agents and agentic solutions from ZBrain or from other platforms into the same registry, policy framework and audit trail. The argument is straightforward — agentic AI is reaching production faster than governance can keep up, and without clear controls on permissions, approvals and accountability, promising initiatives stall.

The governance layer evaluates every agent action before it executes. Agents are registered with their owner, identity, approved tools, permitted data sources, autonomy level and access scope, and actions then pass through gates for registry, policy, confidence threshold, budget, approved models and audit. A decision can be allowed, routed to a designated human reviewer, or blocked and denied, and each outcome is written to a tamper-evident record. A kill switch can halt all actions instantly. Controls are layered from enterprise-wide standards down to functional and individual application policies.

Beyond governance, ZBrain provides a structured path across the solution lifecycle. ZBrain Analyzer supports use-case analysis, ZBrain Design produces the technical design, and ZBrain Solution Builder turns that into a deployed solution, with tools such as ZBrain Corpus and ZBrain Agents in support. It also ships prebuilt enterprise products: an AI regulatory monitoring tool, a sales copilot that generates deal summaries and next best actions, a due-diligence research solution and a multilingual customer support agent. Because deployment runs in the client's own cloud, tenant and region using client-controlled keys, enterprises keep control of data and models.

**Pricing & Plans:** ZBrain offers a free trial and paid enterprise plans, but pricing is not published on the site. Costs are arranged through a demo and contact-based sales conversation, reflecting the deployment model and governance scope an enterprise needs.

- **Runtime governance layer:** Agents register their purpose, owner, identity, tools, data sources, autonomy level and access scope, then run through gates for policy, confidence, budget, models and audit before acting.
- **Multi-level policy control:** Policies, approvals, exceptions and escalations across enterprise, functional and application levels can be traced through a single audit view, with a kill switch to stop all actions instantly.
- **Cross-platform agent governance:** Govern agents built on Azure AI Foundry, AWS Bedrock, Google Vertex AI, LangGraph, Google ADK, Semantic Kernel or Microsoft Agent Framework without rebuilding them.
- **Use-case to deployed solution:** ZBrain Analyzer, Design and Solution Builder carry a use case from analysis and technical design into a deployed, production-ready agentic solution, with governance embedded at every stage.
- **Prebuilt enterprise solutions:** Ready-made solutions include AI regulatory monitoring, a sales copilot that summarizes deals and suggests next actions, a due-diligence research solution and a multilingual customer support agent.
- **Your cloud, your control:** Deploy in the client's cloud, tenant, region and security perimeter, with enterprise-selected models and customer-controlled keys.

**Strengths:** Brings agents from multiple platforms into one registry, policy layer and audit framework; Runtime gates for policy, confidence, budget, models and audit give concrete guardrails; Runs in the client's own cloud, region and security perimeter with customer-controlled keys; Extends governance to agents built on Azure, AWS, Google and common frameworks

**Limitations:** Pricing is not published publicly, so budget planning requires talking to sales; The platform is aimed at enterprises, so setup and governance design involve real configuration effort; Value depends on connecting it to your own cloud, models and systems of record, which takes integration work; Many capabilities (Analyzer, Design, Solution Builder) assume a structured use-case process rather than ad-hoc prompting

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while ZBrain has 11,674. 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%; ZBrain has -22.5%.

### 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). ZBrain: Free Trial, Paid, Contact for Pricing. ZBrain offers a free trial and paid enterprise plans, but pricing is not published on the site. Costs are arranged through a demo and contact-based sales conversation, reflecting the deployment model and governance scope an enterprise needs.

## 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 | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | +2.2% | Freemium | Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas. | [.md](https://openaitools.app/tool/salesforce-einstein.md) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 9 | [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) |
| 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/deepseek-vs-zbrain

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