# DeepSeek vs Runner H

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Runner H records 45,054 monthly visits with -32.6% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Runner H](https://openaitools.app/tool/runner-h) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://www.hcompany.ai |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Agent, AI API, Large Language Models (LLMs) |
| Pricing Model | Freemium | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 372,761,591 | 45,054 |
| MoM Growth Rate | +4.3% | -32.6% |
| Primary Market | China | France |
| Direct Visits | 291,585,405 | 21,414 |
| 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)

## Runner H

Runner H is H Company's agentic platform for automating real work on real systems. The core premise is computer use: instead of stitching together API integrations, the agents interact with software the way a person does, clicking, typing, scrolling and reading screens. That makes it applicable to the large share of enterprise tooling that has no usable API, including desktop applications and internal portals.

The product is delivered three ways. Enterprise customers get forward-deployed engineers who learn their systems and build custom agents on existing infrastructure, backed by SOC 2 Type II, ISO 27001 and GDPR compliance. Builders can use the Agents API, which runs an agent in a cloud-hosted browser or on a desktop with an API, SDK, MCP connector and CLI, plus per-session concurrency limits. Researchers and developers can call the Models API, an OpenAI-compatible endpoint for H Company's multimodal Holo4 models, which are also published as open weights on Hugging Face.

The research underneath is measured on OSWorld, a benchmark for computer-use agents, where H Company reports Holo4 27B at 85.2% and Holo4 35B-A3B at 80.8%. A free Chrome extension, HoloTab, is the quickest way to see the agents in action on everyday browser tasks, and the same models power document OCR and element localization for developers.

**Pricing & Plans:** Freemium with usage-based tiers. The Agents API has a free tier (about 3 concurrent agents, roughly 60 sessions per month), then Builder at $20/month (about 10 concurrent agents, roughly 1,000 sessions) and Startup at $200/month (about 100 concurrent agents, roughly 10,000 sessions), with top-ups billed at model cost plus 20%. Enterprise pricing is custom. The Models API is token-based, and HoloTab, HoloDesktop CLI and open weights are free ways to try the technology.

- **No-integration computer use:** Agents operate browsers, desktop applications and internal systems by clicking, typing and reading the screen, so tools without APIs can still be automated.
- **Three ways to deploy:** Choose on-site enterprise deployment with forward-deployed engineers, the Agents API for builders, or the OpenAI-compatible Models API for custom agent loops.
- **Holo4 multimodal models:** Text, image and document input with computer-use ability, available via API, as self-hosted open weights, and with zero data retention options.
- **HoloTab Chrome extension:** A free browser companion and the fastest way to experience computer-use agents on tasks like summarising pages, drafting replies or preparing for meetings.
- **Enterprise security and compliance:** SOC 2 Type II, ISO 27001 and GDPR alignment, datacenter or residential proxy options, and enterprise controls such as SSO and workflow orchestration.

**Strengths:** Works on existing software without integrations or system rebuilds; Flexible access via enterprise deployment, Agents API or Models API; Open-weight Holo4 models and an OpenAI-compatible endpoint reduce lock-in; Strong enterprise compliance posture with SOC 2 Type II, ISO 27001 and GDPR

**Limitations:** Enterprise deployment requires a sales conversation rather than self-serve signup; Session allowances and concurrency are capped on lower tiers and top-ups carry a 20% margin; Computer-use agents still need supervision on complex or high-stakes workflows

[Profile (Markdown)](https://openaitools.app/tool/runner-h.md)

## Frequently Asked Questions

### How do DeepSeek and Runner H compare in monthly traffic?

DeepSeek has 372,761,591 monthly visits, while Runner H has 45,054. 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%; Runner H has -32.6%.

### 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). Runner H: Freemium, Paid, Contact for Pricing. Freemium with usage-based tiers. The Agents API has a free tier (about 3 concurrent agents, roughly 60 sessions per month), then Builder at $20/month (about 10 concurrent agents, roughly 1,000 sessions) and Startup at $200/month (about 100 concurrent agents, roughly 10,000 sessions), with top-ups billed at model cost plus 20%. Enterprise pricing is custom. The Models API is token-based, and HoloTab, HoloDesktop CLI and open weights are free ways to try the technology.

## 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 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | A general-purpose AI agent that executes tasks, not just answers them | [.md](https://openaitools.app/tool/manus.md) |
| 10 | [Replit](https://openaitools.app/tool/replit) | 10,016,437 | -7.7% | Freemium, Paid | Describe your idea and Replit builds a working app in minutes | [.md](https://openaitools.app/tool/replit.md) |

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Source: https://openaitools.app/compare/deepseek-vs-runner-h

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