# Aquin vs Scalebrowser

Aquin 记录了 0 月访问量，月度环比增长为 0%，定价为定价请咨询。Scalebrowser 记录了 161,955 月访问量，增长率为 +212.7%，定价为免费试用，付费。

| 指标 | [Aquin](https://openaitools.app/zh/tool/aquin) | [Scalebrowser](https://openaitools.app/zh/tool/scalebrowser) |
| :--- | :--- | :--- |
| 官网地址 | https://www.aquin.app | https://scalebrowser.net |
| 分类 | AI 浏览器, AI 搜索引擎, AI 助手, AI 语音转文字 | AI 浏览器, AI Agent, AI Developer Tools, AI API |
| 定价模式 | 定价请咨询 | 免费试用，付费 |
| 月访问量 | 0 | 161,955 |
| 月度环比增长率 | 0% | +212.7% |
| 主要市场 | 全球 | 全球 |
| 直接访问量 | 0 | 65,234 |
| 评价得分 | 4.1 | 4.7 |
| 收藏数 | 0 | 0 |
| 支持平台 | 网站 | 网站 |

## Aquin

Aquin (Aquin Labs) is an AI research organisation working on interpretability and applied prediction. Its core project, Aleph, is positioned as a universal predictor for applied ML, data science and annotation work, producing schema-bound outputs such as probabilities, labels, boxes and scores that programs can consume. Alongside it the lab publishes research on attention circuits, weight editing and self-learning developer agents.

**定价与套餐:** Aquin does not publish a public price list. The site mixes freely readable research with applied engagements, so commercial terms are discussed directly with the team.

- **Universal predictor (Aleph):** A single base that handles tables, media, annotation and decision tasks, with the option to fine-tune toward your specific data.
- **Schema-bound outputs:** Outputs are typed and scored rather than free text, so downstream programs can act on results and escalate low-confidence cases.
- **Interpretability research:** Treats attention as a routing map from a single forward pass, isolating a small subgraph aimed at the answer and testing it under ablation.
- **Weight editing experiments:** Agentic weight-editing experiments that localise causal layers, apply rank-one MLP updates and validate then roll back steps when checks fail.
- **Self-learning developer agent:** An agent for controlling developer environments and running coding or research loops with recorded lessons and rejected paths.

**优势:** Research-grade interpretability work published openly alongside the applied product; Outputs designed for programs rather than chat, which suits automation pipelines; Explicit confidence scores make it practical to escalate uncertain predictions; One base is claimed to cover tables, media, annotation and decisions

**局限:** Aquin Labs is a research organisation, so most output is papers and interfaces rather than a polished consumer app; Aleph is described as a predictor for programs and teams, not a general chat assistant; No transparent public price list was found for commercial engagements; Material is heavily technical and assumes familiarity with ML evaluation work

[工具详情（Markdown）](https://openaitools.app/zh/tool/aquin.md)

## Scalebrowser

Scalebrowser is a desktop browser platform built specifically for AI agents. It gives each agent its own isolated browser profile with a persistent identity, so automations can stay signed in between runs instead of starting from a blank session every time. Agents connect over MCP, Python and Node SDKs, a REST API or direct CDP, and every tool call is captured as a step with a result and a screenshot.

**定价与套餐:** Free plan with 1 concurrent browser, 1 machine and 3 profiles, no card required. Paid plans: Start at $19/month (1 browser, 25 profiles), Solo at $49/month (5 browsers, 100 profiles), Studio at $99/month (20 browsers, 3 machines, 500 profiles), and custom Enterprise pricing. Most paid plans include a 7-day free trial.

- **Persistent profile identity:** Each profile is generated from a seed so its identity, cookies and logins persist across restarts, and sites see the same returning visitor rather than a new device.
- **Isolated browser profiles:** One browser per profile means separate logins, cookies and devices that share nothing, making multi-account automation safe to run in parallel.
- **Built-in sign-in and 2FA handling:** Agents get through username and password forms, email confirmation codes, TOTP and SMS two-factor codes, passkeys and permission prompts without stalling.
- **Human-like input and captchas:** Press-and-hold, image grid, slider and rotation captchas are solved through human-like input rather than third-party solving keys.
- **Flexible agent integrations and trails:** Connect over MCP, Python or Node SDKs, REST or direct CDP, and review every action as a step with its result and screenshot.

**优势:** Strong focus on persistent, isolated identities so agents stay logged in across runs; Broad integration surface covering MCP, Python/Node SDKs, REST and direct CDP; Built-in handling of logins, email codes, TOTP, SMS, passkeys and captchas; Token-efficient page reading that only reports what changed between steps

**局限:** Requires installing a desktop app and running it on your own machine, so it is not a purely cloud-hosted service; Free tier excludes schedules, webhooks, sync and phone approvals; Paid tiers meter concurrent browsers, machines and profile counts, which can raise costs for large fleets; Advanced anti-detection features may raise compliance responsibility with target platforms

[工具详情（Markdown）](https://openaitools.app/zh/tool/scalebrowser.md)

## 常见问题

### Aquin 和 Scalebrowser 在月流量上如何比较？

Aquin 有 0 月访问量，而 Scalebrowser 有 161,955。流量估算描述的是受众规模，而非产品质量。

### 它们的增长率如何比较？

Aquin 的月度环比增长率为 0%；Scalebrowser 为 +212.7%。

### 价格如何比较？

Aquin: 定价请咨询。Aquin does not publish a public price list. The site mixes freely readable research with applied engagements, so commercial terms are discussed directly with the team. Scalebrowser: 免费试用，付费。Free plan with 1 concurrent browser, 1 machine and 3 profiles, no card required. Paid plans: Start at $19/month (1 browser, 25 profiles), Solo at $49/month (5 browsers, 100 profiles), Studio at $99/month (20 browsers, 3 machines, 500 profiles), and custom Enterprise pricing. Most paid plans include a 7-day free trial.

## 替代工具

| # | 工具名称 | 月访问量 | 月度环比增长率 | 定价模式 | 简介 | 工具详情（Markdown） |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [DeepSeek](https://openaitools.app/zh/tool/deepseek) | 372,761,591 | +4.3% | 免费增值 | 由 DeepSeek-V4 与 R1 驱动的高效开源权重与托管推理 AI，token 成本极低。 | [.md](https://openaitools.app/zh/tool/deepseek.md) |
| 2 | [Grok](https://openaitools.app/zh/tool/grok) | 203,846,050 | -0.8% | 免费增值 | xAI 的实时 AI 助手与编程工作空间，由 Grok 4.7 驱动并实时接入 X。 | [.md](https://openaitools.app/zh/tool/grok.md) |
| 3 | [Apify](https://openaitools.app/zh/tool/apify) | 4,147,762 | +3.9% | 免费增值，定价请咨询 | A massive cloud web scraping and automation marketplace, though it lacks Scalebrowser's focus on persistent isolated profiles. | [.md](https://openaitools.app/zh/tool/apify.md) |
| 4 | [Dia 浏览器](https://openaitools.app/zh/tool/dia-browser) | 1,254,172 | +108.4% | 免费 | 读懂你标签页的 AI 浏览器 | [.md](https://openaitools.app/zh/tool/dia-browser.md) |
| 5 | [Labelbox](https://openaitools.app/zh/tool/labelbox) | 762,803 | -22.8% | 定价请咨询 | 前沿 AI 训练所用的环境，以及负责重复性工作的智能体 | [.md](https://openaitools.app/zh/tool/labelbox.md) |
| 6 | [Eigent AI](https://openaitools.app/zh/tool/eigent-ai) | 575,703 | +1.4% | 免费增值，免费试用，定价请咨询 | 开源的桌面 AI 劳动力，替你完成浏览器、文件与应用任务 | [.md](https://openaitools.app/zh/tool/eigent-ai.md) |
| 7 | [Vocareum](https://openaitools.app/zh/tool/vocareum-com) | 531,556 | +5.4% | 付费 | 面向 AI、云与数据教育的实验基础设施 | [.md](https://openaitools.app/zh/tool/vocareum-com.md) |
| 8 | [ego (lite)](https://openaitools.app/zh/tool/ego-lite) | 384,099 | +97.6% | 免费 | 一款免费的 Chromium 浏览器，专为在本地执行并行 AI 网页自动化与爬虫任务而优化。 | [.md](https://openaitools.app/zh/tool/ego-lite.md) |
| 9 | [Deep Search](https://openaitools.app/zh/tool/deep-search) | 359,001 | -52.7% | 付费 | 基于公开网络数据、每条信息可溯源的人物画像搜索 | [.md](https://openaitools.app/zh/tool/deep-search.md) |
| 10 | [Happycapy](https://openaitools.app/zh/tool/happycapy) | 191,406 | +7.2% | 免费增值 | 在云端为你工作的智能体原生计算机 | [.md](https://openaitools.app/zh/tool/happycapy.md) |

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来源：https://openaitools.app/zh/compare/aquin-vs-scalebrowser

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