# AgentX vs DeepSeek

AgentX records 35,826 monthly visits with -11.8% month-over-month growth and Freemium pricing. DeepSeek records 372,761,591 monthly visits with +4.3% growth and Freemium pricing.

| Metric | [AgentX](https://openaitools.app/tool/agentx) | [DeepSeek](https://openaitools.app/tool/deepseek) |
| :--- | :--- | :--- |
| Website URL | https://www.agentx.so | https://www.deepseek.com |
| Categories | AI Agent, AI Chatbot, AI App Builder | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 35,826 | 372,761,591 |
| MoM Growth Rate | -11.8% | +4.3% |
| Primary Market | United States | China |
| Direct Visits | 14,362 | 291,585,405 |
| Review Score | 4.3 | 4.8 |
| Saved Count | 3 | 44 |
| Supported Platforms | Website | Website |

## AgentX

AgentX is built around a simple premise: most agent platforms stop at "build", and the hard parts begin after the prototype. The platform provides a drag-and-drop canvas where an orchestrator agent and its workforce members each get their own role, instructions, model, memory and tools, with branching logic and human handoff built in. You can bring your own model or use the ones AgentX supplies.

Evaluation sits at the center of the product. Agents run against test sets before deployment, regressions are tracked across versions, and runtime evaluations use LLM-as-judge scoring for continuous behavioural monitoring. Failures such as hallucinations or broken tool calls are surfaced before users encounter them, and a CI/CD gate lets teams block or promote a release based on measured quality rather than intuition.

For observability, AgentX ingests traces from frameworks including LangChain, CrewAI, the OpenAI Agents SDK, Anthropic and Google ADK into a single pipeline, so every agent decision is explainable and alertable in real time. Deployment is one-click to API, Slack, web widget, email or voice, with versioning, instant rollback, and the option of cloud or on-premises hosting with SOC 2-aligned controls for teams that need to keep data in place.

**Pricing & Plans:** Free to start with 200 credits on the Solo plan; Solo Builder is $49/month, Professional $199/month and Business $299/month, with no per-seat pricing. Custom, process-scoped pricing is available for managed builds. Check the official pricing page for current details.

- **Multi-agent orchestration:** Design drag-and-drop workflows where each agent has a defined role, instructions, model, memory and tools, with branching logic and human handoff.
- **Pre-deployment evaluation:** Run agents against test sets, score multiple runs per version and track regressions before anything reaches production users.
- **Runtime evaluation and monitoring:** LLM-as-judge scoring and 24/7 behavioural monitoring catch hallucinations and broken tool calls while the agent is live.
- **Framework-agnostic tracing:** Stream traces from LangChain, CrewAI, OpenAI Agents SDK, Anthropic or Google ADK into one pipeline for explainable agent decisions.
- **One-click deployment with rollback:** Publish to API, Slack, web widget, email or voice, with versioned releases, one-click rollback and cloud or on-prem hosting options.

**Strengths:** Covers the post-prototype gaps most agent builders ignore: evaluation, tracing and rollback.; Framework-agnostic tracing works with popular stacks such as LangChain, CrewAI and the OpenAI Agents SDK.; Clear published tiers from free up to $299/month, plus on-prem and white-label options.; Human-in-the-loop checkpoints and audit trails suit teams with security or compliance reviews.

**Limitations:** The evaluation-first workflow has a learning curve compared with simple no-code chatbot builders.; Managed builds are custom-scoped, so pricing is not fully transparent without a sales conversation.; Solo and small-team plans are credit-based, which can require monitoring as usage grows.

[Profile (Markdown)](https://openaitools.app/tool/agentx.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 AgentX and DeepSeek compare in monthly traffic?

AgentX has 35,826 monthly visits, while DeepSeek has 372,761,591. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

AgentX has a month-over-month growth rate of -11.8%; DeepSeek has +4.3%.

### How does pricing compare?

AgentX: Freemium. Free to start with 200 credits on the Solo plan; Solo Builder is $49/month, Professional $199/month and Business $299/month, with no per-seat pricing. Custom, process-scoped pricing is available for managed builds. Check the official pricing page for current details. 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 | [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/agentx-vs-deepseek

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