# DeepSeek vs LiveContext

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. LiveContext records 0 monthly visits with 0% growth and Freemium pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [LiveContext](https://openaitools.app/tool/livecontext) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://livecontext.ai |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Workflow, AI Agent, No-Code&Low-Code, AI App Builder |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 372,761,591 | 0 |
| MoM Growth Rate | +4.3% | 0% |
| Primary Market | China | Global |
| Direct Visits | 291,585,405 | 0 |
| Review Score | 4.8 | 4.2 |
| 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)

## LiveContext

LiveContext takes a different approach from drag-and-drop builders that assume you already know how to model a process. You start by describing the outcome in a sentence, the way you would brief an assistant. LiveContext interprets that request and produces three things at once: the workflow itself, a small review app your team will actually open every day, and the data table that keeps the record. From there you tune the plan, connect your accounts and let it run.

The execution layer is built around agents that behave like colleagues rather than black boxes. Each one gets a face, a model, the specific tools its job requires and a budget it cannot exceed. Run history preserves what every step received, produced and cost, and re-runs can be triggered from any point in the chain, so when something changes you can see exactly which step caused it.

LiveContext is aimed at growing companies that want the back office to run itself without giving up oversight. Refunds and client emails wait for a one-tap approval in Slack, WhatsApp or Telegram; access to tables, workflows and applications is granted per agent as read, write or no access; and success rate, duration and cost per run are surfaced in analytics. For platforms, a built-in MCP server exposes your workflows and teammates to Claude Code, Cursor and any other MCP client, and 2,000+ native integrations cover the tools most teams already use.

**Pricing & Plans:** Freemium and credit-based. The Free plan is $0 and includes 1,000 credits per month, one workspace, 100 MB of storage, workflows, AI agents and 2,000+ integrations with free-tier AI models. Pro starts at $19/month with selectable credit tiers from 10,000 to 500,000 credits, three workspaces, 10 GB storage, all AI models, full API and integration access, browser agents, RAG and priority execution; annual billing cuts the base by 20%. Enterprise pricing is quoted per organization and adds unlimited users and workspaces, SSO/SAML, RBAC, audit logs, your own AI keys and CLI, a dedicated managed server, 99.9% uptime SLA and a dedicated account manager. One-time Pay As You Go top-ups are available at $10, $50 and $100. Workflow nodes cost 1 credit each to run; agent steps are billed on tokens used.

- **Describe it in chat, get a running automation:** Type a request in plain language and LiveContext drafts the workflow, the review app and the data table behind it in one pass, with no canvas wiring required to get started.
- **Scoped AI teammates with hard budgets:** Each agent has a face, a chosen model, tools scoped to its job and a hard budget cap. Everything it can read, write or not touch is configured per agent.
- **Plan-locked runs with full audit trail:** Approved workflows run step by step, on the paths your team drew, with every step's input, output, cost and duration logged and re-runnable from any point.
- **Human-in-the-loop approvals:** Sensitive steps such as refunds, client emails or invoice reminders pause and wait for a one-tap approval from wherever you chat, including Slack, WhatsApp and Telegram.
- **MCP server, API access and a marketplace:** A built-in MCP server plus REST API, workflow export and a marketplace where you can publish, fork and reuse automations built by others.
- **2,000+ integrations and a code node:** Connect 2,000+ tools out of the box and extend with HTTP requests, custom APIs and a code node when the native integration does not exist.

**Strengths:** Chat-to-automation flow removes most of the modelling work of traditional workflow builders; Per-agent budget caps and approval gates make it unusually safe for finance and support tasks; Detailed run history, per-run cost analytics and version history deliver real auditability; Built-in MCP server and REST API fit teams already working inside Claude Code or Cursor

**Limitations:** Credit-based billing requires some up-front mental math to predict monthly cost for heavy agent usage; Free tier is capped at a single workspace, 100 MB storage and free-tier AI models only; Advanced security features such as SSO/SAML, RBAC and audit logs are gated behind Enterprise; Self-hosting is offered as a dedicated managed server rather than a fully free on-prem deployment

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while LiveContext has 0. 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%; LiveContext has 0%.

### 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). LiveContext: Freemium. Freemium and credit-based. The Free plan is $0 and includes 1,000 credits per month, one workspace, 100 MB of storage, workflows, AI agents and 2,000+ integrations with free-tier AI models. Pro starts at $19/month with selectable credit tiers from 10,000 to 500,000 credits, three workspaces, 10 GB storage, all AI models, full API and integration access, browser agents, RAG and priority execution; annual billing cuts the base by 20%. Enterprise pricing is quoted per organization and adds unlimited users and workspaces, SSO/SAML, RBAC, audit logs, your own AI keys and CLI, a dedicated managed server, 99.9% uptime SLA and a dedicated account manager. One-time Pay As You Go top-ups are available at $10, $50 and $100. Workflow nodes cost 1 credit each to run; agent steps are billed on tokens used.

## 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 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 9 | [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) |
| 10 | [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) |

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

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