# OpenAI Platform vs Runner H

OpenAI Platform records 234,678,639 monthly visits with -9.6% month-over-month growth and Paid pricing. Runner H records 45,054 monthly visits with -32.6% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [OpenAI Platform](https://openaitools.app/tool/openai) | [Runner H](https://openaitools.app/tool/runner-h) |
| :--- | :--- | :--- |
| Website URL | https://openai.com | https://www.hcompany.ai |
| Categories | AI Models, AI API, Large Language Models (LLMs), AI Chatbot | AI Agent, AI API, Large Language Models (LLMs) |
| Pricing Model | Paid | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 234,678,639 | 45,054 |
| MoM Growth Rate | -9.6% | -32.6% |
| Primary Market | United States | France |
| Direct Visits | 105,101,079 | 21,414 |
| Review Score | 4.8 | 4.2 |
| Saved Count | 144 | 0 |
| Supported Platforms | Website | Website |

## OpenAI Platform

While ChatGPT serves end users, openai.com and the OpenAI Developer Platform (developers.openai.com) provide the foundational API, SDKs, and enterprise infrastructure powering thousands of production AI applications worldwide. In late 2026, OpenAI's API catalog is anchored by the GPT-6 and GPT-6.1 model suite—all featuring a 1.05-million-token context window and up to 128K output tokens. The lineup spans GPT-6 Astra for frontier reasoning and mission-critical research, GPT-6.1 Sol for near-Astra intelligence at one-fifth the price, GPT-6.1 Terra for fast visual reasoning and computer use, and GPT-6 Luna for ultra-high-volume, low-latency tasks, alongside specialized models like `gpt-5.3-codex` and `gpt-6-astra-law`.

The OpenAI Platform has evolved well beyond basic chat completion endpoints. Through the unified `v1/responses` API, developers can orchestrate stateful multi-step agents equipped with built-in server-side tools—including live web search, vector file search, code interpreter sandboxes, and GUI computer use—without stitching together external orchestration frameworks. Every flagship model supports configurable reasoning effort (`none`, `low`, `medium`, `high`, `xhigh`, and `max`), strict JSON schema Structured Outputs, and multimodal image/audio inputs, while `gpt-live-1` powers per-second billed speech-to-speech voice agents.

OpenAI bills API usage on a transparent consumption model scaled across usage tiers (Build, Launch, and Grow, scaling up to 40M+ tokens per minute). In 2026, aggressive price cuts on the 6.x generation dropped entry-level intelligence on GPT-6 Luna to $0.10 per million input tokens and $0.50 per million output tokens, while GPT-6.1 Sol runs at $2/$10 and flagship GPT-6 Astra sits at $10/$50. Engineering teams can cut spend by 90% on repeated context using automatic Prompt Caching, save 50% on asynchronous workloads via the Batch API, and enforce regional data residency with a 10% compliance uplift.

**Pricing & Plans:** Usage-based pay-per-token API billing: GPT-6 Astra at $10/1M input and $50/1M output tokens; GPT-6.1 Sol at $2/1M input and $10/1M output; GPT-6.1 Terra at $1/1M input and $5/1M output; GPT-6 Luna at $0.10/1M input and $0.50/1M output; GPT-Live-1 voice at $0.05/minute; 90% discount on cached inputs and 50% off via Batch API.

- **GPT-6 & GPT-6.1 Model Lineup with 1.05M Context:** Spanning GPT-6 Astra ($10/$50 per MTok), GPT-6.1 Sol ($2/$10), GPT-6.1 Terra ($1/$5), and GPT-6 Luna ($0.10/$0.50), all with a 1,050,000-token context window and 128K max output.
- **Configurable Reasoning Effort Controls:** Tune thinking token budgets per API request across six granularity levels (`none`, `low`, `medium`, `high`, `xhigh`, `max`) to balance latency, accuracy, and cost.
- **Responses API & Native Computer Use Tools:** Combine model inference with hosted web search, file search, function calling, and autonomous GUI computer-use actions in a single stateful API call.
- **GPT-Live-1 Realtime Voice API:** Build ultra-low-latency multimodal voice agents billed per second ($0.05/minute) without rounding up to whole minutes.
- **90% Prompt Caching Discount & Batch API:** Cached input tokens bill at just 10% of standard input rates, while asynchronous 24-hour Batch API jobs cut both input and output token costs by 50%.

**Strengths:** 100-fold cost flexibility from GPT-6 Luna ($0.10/$0.50 per 1M tokens) up to frontier GPT-6 Astra ($10/$50 per 1M tokens); Unified 1.05M-token context window and 128K output limit across the entire flagship GPT-6 and GPT-6.1 family; 90% discount on cached input tokens and 50% Batch API discount dramatically reduce production inference bills; Industry-standard SDKs, Structured Outputs, and built-in Responses API tools minimize boilerplate agent code

**Limitations:** Long-context requests exceeding the standard window threshold trigger roughly 2x higher per-token billing rates; Flagship GPT-6 Astra ($10 input / $50 output per 1M tokens) is significantly more expensive than Claude Opus 5.5 ($4/$20) and Grok 4.7 ($2/$6); Regional data residency endpoints incur a 10% price uplift on models released after March 2026

[Profile (Markdown)](https://openaitools.app/tool/openai.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 OpenAI Platform and Runner H compare in monthly traffic?

OpenAI Platform has 234,678,639 monthly visits, while Runner H has 45,054. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

OpenAI Platform has a month-over-month growth rate of -9.6%; Runner H has -32.6%.

### How does pricing compare?

OpenAI Platform: Paid. Usage-based pay-per-token API billing: GPT-6 Astra at $10/1M input and $50/1M output tokens; GPT-6.1 Sol at $2/1M input and $10/1M output; GPT-6.1 Terra at $1/1M input and $5/1M output; GPT-6 Luna at $0.10/1M input and $0.50/1M output; GPT-Live-1 voice at $0.05/minute; 90% discount on cached inputs and 50% off via Batch API. 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 | [DeepSeek](https://openaitools.app/tool/deepseek) | 372,761,591 | +4.3% | Freemium | High-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs. | [.md](https://openaitools.app/tool/deepseek.md) |
| 2 | [Google AI Studio](https://openaitools.app/tool/google-ai-studio) | 112,620,020 | +2% | Freemium | Provides direct API access to Google's Gemini models with generous free prototyping tiers, but lacks OpenAI's ecosystem breadth. | [.md](https://openaitools.app/tool/google-ai-studio.md) |
| 3 | [Qwen 4 (Alibaba Qwen4)](https://openaitools.app/tool/qwen-4) | 35,101,353 | -6.2% | Freemium | Alibaba Cloud's 4th-generation multimodal AI assistant and foundation model lineup (Qwen4-Max, Qwen4-Plus, Qwen4-Flash & open-weight Qwen4-27B) with 1M context. | [.md](https://openaitools.app/tool/qwen-4.md) |
| 4 | [OpenRouter](https://openaitools.app/tool/openrouter-ai) | 19,941,437 | -6.2% | Paid | Unifies hundreds of third-party models under a single API key, offering greater model choice than OpenAI's curated catalog. | [.md](https://openaitools.app/tool/openrouter-ai.md) |
| 5 | [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) |
| 6 | [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) |
| 7 | [BigModel](https://openaitools.app/tool/bigmodel) | 5,700,686 | -17% | Freemium | Provides developer APIs for Zhipu AI's proprietary GLM models, serving as an alternative enterprise foundation model stack. | [.md](https://openaitools.app/tool/bigmodel.md) |
| 8 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 9 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Run thousands of ready-made web scrapers and AI agents from one cloud platform | [.md](https://openaitools.app/tool/apify.md) |
| 10 | [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | -5.4% | Freemium | A free, open-source personal AI agent that learns your projects and works across every messaging app. | [.md](https://openaitools.app/tool/hermes-agent-1.md) |

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

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