# Aquin vs Scalebrowser

Aquin enregistre 0 visites mensuelles avec une croissance mensuelle de 0 % et un modèle tarifaire Tarifs sur demande. Scalebrowser enregistre 161 955 visites mensuelles avec une croissance de +212,7 % et un modèle tarifaire Essai gratuit, Payant.

| Métrique | [Aquin](https://openaitools.app/fr/tool/aquin) | [Scalebrowser](https://openaitools.app/fr/tool/scalebrowser) |
| :--- | :--- | :--- |
| URL du site web | https://www.aquin.app | https://scalebrowser.net |
| Catégories | Navigateurs IA, Moteur de recherche IA, Assistant IA, Transcription audio IA | Navigateurs IA, AI Agent, Outils de développement IA, AI API |
| Modèle tarifaire | Tarifs sur demande | Essai gratuit, Payant |
| Visites mensuelles | 0 | 161 955 |
| Taux de croissance mensuel | 0 % | +212,7 % |
| Marché principal | Global | Global |
| Visites directes | 0 | 65 234 |
| Score d'avis | 4,1 | 4,7 |
| Nombre d'enregistrements | 0 | 0 |
| Plateformes prises en charge | Site web | Site web |

## 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.

**Tarifs et offres:** 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.

**Forces:** 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

**Limites:** 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

[Profile (Markdown)](https://openaitools.app/fr/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.

**Tarifs et offres:** 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.

**Forces:** 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

**Limites:** 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

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

## Questions fréquentes

### Comment Aquin et Scalebrowser se comparent-ils en termes de trafic mensuel ?

Aquin enregistre 0 visites mensuelles, tandis que Scalebrowser enregistre 161 955. Les estimations de trafic décrivent la taille de l'audience, pas la qualité du produit.

### Comment leurs taux de croissance se comparent-ils ?

Aquin a un taux de croissance mensuel de 0 % ; Scalebrowser a +212,7 %.

### Comment les tarifs se comparent-ils ?

Aquin : Tarifs sur demande. 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 : Essai gratuit, Payant. 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.

## Alternatives

| # | Nom de l'outil | Visites mensuelles | Taux de croissance mensuel | Modèle tarifaire | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [DeepSeek](https://openaitools.app/fr/tool/deepseek) | 372 761 591 | +4,3 % | Freemium | Une IA de raisonnement open-weight et hébergée à haute efficacité, propulsée par DeepSeek-V4 et R1 à des coûts par token ultra-réduits. | [.md](https://openaitools.app/fr/tool/deepseek.md) |
| 2 | [Grok](https://openaitools.app/fr/tool/grok) | 203 846 050 | -0,8 % | Freemium | L'assistant IA en temps réel et l'espace de travail de développement de xAI, propulsé par Grok 4.7 avec une intégration directe à X. | [.md](https://openaitools.app/fr/tool/grok.md) |
| 3 | [Apify](https://openaitools.app/fr/tool/apify) | 4 147 762 | +3,9 % | Freemium, Tarifs sur demande | A massive cloud web scraping and automation marketplace, though it lacks Scalebrowser's focus on persistent isolated profiles. | [.md](https://openaitools.app/fr/tool/apify.md) |
| 4 | [Dia Browser](https://openaitools.app/fr/tool/dia-browser) | 1 254 172 | +108,4 % | Gratuit | Le navigateur IA qui lit entre vos onglets | [.md](https://openaitools.app/fr/tool/dia-browser.md) |
| 5 | [Labelbox](https://openaitools.app/fr/tool/labelbox) | 762 803 | -22,8 % | Tarifs sur demande | Les environnements où s'entraîne l'IA de pointe, et les agents qui font le travail récurrent | [.md](https://openaitools.app/fr/tool/labelbox.md) |
| 6 | [Eigent AI](https://openaitools.app/fr/tool/eigent-ai) | 575 703 | +1,4 % | Freemium, Essai gratuit, Tarifs sur demande | Une force de travail IA de bureau open source pour le navigateur, les fichiers et les apps | [.md](https://openaitools.app/fr/tool/eigent-ai.md) |
| 7 | [Vocareum](https://openaitools.app/fr/tool/vocareum-com) | 531 556 | +5,4 % | Payant | Infrastructure de labs pratiques pour l'enseignement de l'IA, du cloud et des données | [.md](https://openaitools.app/fr/tool/vocareum-com.md) |
| 8 | [ego (lite)](https://openaitools.app/fr/tool/ego-lite) | 384 099 | +97,6 % | Gratuit | Un navigateur gratuit basé sur Chromium optimisé pour exécuter localement des tâches d'automatisation web et de scraping par IA en parallèle. | [.md](https://openaitools.app/fr/tool/ego-lite.md) |
| 9 | [Deep Search](https://openaitools.app/fr/tool/deep-search) | 359 001 | -52,7 % | Payant | Des profils de personnes enrichis par l'IA à partir du web public, avec des sources vérifiables | [.md](https://openaitools.app/fr/tool/deep-search.md) |
| 10 | [Happycapy](https://openaitools.app/fr/tool/happycapy) | 191 406 | +7,2 % | Freemium | Un ordinateur agentique qui travaille pendant que vous dormez | [.md](https://openaitools.app/fr/tool/happycapy.md) |

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Source : https://openaitools.app/fr/compare/aquin-vs-scalebrowser

More Markdown: [Catégories](https://openaitools.app/fr/categories.md) · [Classements de trafic](https://openaitools.app/fr/rankings.md) · [llms.txt](https://openaitools.app/fr/llms.txt)