# Gumloop vs TypeSafe AI - Jev

Gumloop enregistre 379 557 visites mensuelles avec une croissance mensuelle de -21,1 % et un modèle tarifaire Freemium, Payant, Tarifs sur demande. TypeSafe AI - Jev enregistre 6 148 688 visites mensuelles avec une croissance de -36,4 % et un modèle tarifaire Payant.

| Métrique | [Gumloop](https://openaitools.app/fr/tool/gumloop) | [TypeSafe AI - Jev](https://openaitools.app/fr/tool/typesafe-jev) |
| :--- | :--- | :--- |
| URL du site web | https://www.gumloop.com | https://typesafe.ai |
| Catégories | AI Workflow, No-Code & Low-Code, AI Agent, Scraping web par IA | Modèles IA, AI Workflow, AI Agent |
| Modèle tarifaire | Freemium, Payant, Tarifs sur demande | Payant |
| Visites mensuelles | 379 557 | 6 148 688 |
| Taux de croissance mensuel | -21,1 % | -36,4 % |
| Marché principal | États-Unis | États-Unis |
| Visites directes | 125 579 | 3 141 114 |
| Score d'avis | 4,4 | 4,2 |
| Nombre d'enregistrements | 0 | 0 |
| Plateformes prises en charge | Site web | Site web |

## Gumloop

Gumloop is a no-code AI agent and automation platform where teams build agents that connect to their tools, browse the web, and complete real business tasks.

**Tarifs et offres:** 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales.

- **No-code agent builder:** Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
- **400+ connectors and app triggers:** Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
- **Real browser with a credential vault:** Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
- **Any model, side by side:** Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.
- **Enterprise governance by default:** Session recordings with masked passwords, audit logs, SCIM/SAML, role-based access, AI spend insights and custom data-retention rules.

**Forces:** Genuinely no-code: non-engineers can ship working agents without touching Python or JSON; Very broad connector library plus a real browser, so agents can reach tools that have no API; Strong enterprise controls — credential vault, masked session recordings, audit logs, RBAC, SSO; Model-agnostic with BYO API keys, which helps control cost and avoid lock-in

**Limites:** Credit-plus-orchestration-fee pricing can be hard to forecast at high volume; The platform is evolving fast from workflows toward agents, so some docs and legacy features may feel transitional; Unlimited seats means real cost scales with usage rather than headcount, which surprises some buyers; Advanced governance (VPC, policies, dedicated support) sits behind custom Enterprise pricing

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

## TypeSafe AI - Jev

TypeSafe AI is an AI lab building machine-native intelligence infrastructure, and Jev is its first System One Model — a model designed to make decisions inside software rather than reply to humans. Instead of returning strings, Jev accepts structured questions and returns typed decisions with calibrated confidence scores, so applications can act autonomously when confidence is high and escalate for human review when it is not. TypeSafe reports roughly 193x faster and 444x cheaper performance on System One workloads compared with general-purpose LLMs.

**Tarifs et offres:** Paid, with early access to Jev. TypeSafe quotes Jev at $42 per billion input tokens and describes this as roughly 238x lower input pricing than comparable frontier chat models. Enterprise options and API access are arranged through the company, alongside documentation and an API console.

- **Typed decisions, not strings:** Jev outputs typed decisions that application code can act on directly, rather than prose that must be parsed and interpreted.
- **Calibrated confidence on every call:** Every decision carries an estimate of how confident the model is, so you can set thresholds for autonomous action versus human escalation.
- **Reported 193x faster, 444x cheaper:** TypeSafe reports Jev at roughly 193x faster and 444x cheaper than LLM-based workflows on comparable System One tasks, with a price of $42 per billion input tokens.
- **Built to reduce hallucination:** Because confidence estimates expose uncertainty, Jev is designed to avoid hallucination-style failures in automation, enabling zero-hallucination decision paths where confidence is high.
- **Composable workflows with human-in-the-loop:** Combine Jev's per-call decisions inside your own code to construct larger workflows, with explicit control over when intelligence acts and when it defers to a human.

**Forces:** Purpose-built for machine consumers, not human chat; Calibrated confidence enables principled human-in-the-loop thresholds; Reported order-of-magnitude gains in speed and cost for decision tasks; Typed outputs remove the parsing and validation overhead of JSON-mode LLMs

**Limites:** Early access — general availability and some product details are still being finalised; It is not a chatbot; teams expecting conversational output will need to restructure their workflows; Requires engineering effort to consume typed decisions and set confidence thresholds in your own code; Documentation and public pricing details are still evolving

[Profile (Markdown)](https://openaitools.app/fr/tool/typesafe-jev.md)

## Questions fréquentes

### Comment Gumloop et TypeSafe AI - Jev se comparent-ils en termes de trafic mensuel ?

Gumloop enregistre 379 557 visites mensuelles, tandis que TypeSafe AI - Jev enregistre 6 148 688. Les estimations de trafic décrivent la taille de l'audience, pas la qualité du produit.

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

Gumloop a un taux de croissance mensuel de -21,1 % ; TypeSafe AI - Jev a -36,4 %.

### Comment les tarifs se comparent-ils ?

Gumloop : Freemium, Payant, Tarifs sur demande. 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales. TypeSafe AI - Jev : Payant. Paid, with early access to Jev. TypeSafe quotes Jev at $42 per billion input tokens and describes this as roughly 238x lower input pricing than comparable frontier chat models. Enterprise options and API access are arranged through the company, alongside documentation and an API console.

## Alternatives

| # | Nom de l'outil | Visites mensuelles | Taux de croissance mensuel | Modèle tarifaire | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Plateforme OpenAI](https://openaitools.app/fr/tool/openai) | 234 678 639 | -9,6 % | Payant | Plateforme pour développeurs et API d'entreprise pour déployer GPT-6 Astra, Sol, Luna et des agents multimodaux en temps réel. | [.md](https://openaitools.app/fr/tool/openai.md) |
| 2 | [Google AI Studio](https://openaitools.app/fr/tool/google-ai-studio) | 112 620 020 | +2 % | Freemium | L'IDE de prototypage rapide et le banc de travail d'API pour développeurs de Google, pour créer des applications multimodales avec les modèles Gemini. | [.md](https://openaitools.app/fr/tool/google-ai-studio.md) |
| 3 | [OpenRouter](https://openaitools.app/fr/tool/openrouter-ai) | 19 941 437 | -6,2 % | Payant | Offre un accès à divers modèles de fondation via une API, mais manque de scores de décision typés spécialisés et de métriques de confiance. | [.md](https://openaitools.app/fr/tool/openrouter-ai.md) |
| 4 | [Manus](https://openaitools.app/fr/tool/manus) | 19 195 779 | -1,7 % | Essai gratuit | Exécute des tâches de navigateur web autonomes en plusieurs étapes, offrant une exécution par agent plus robuste que les flux de nœuds structurés de Gumloop. | [.md](https://openaitools.app/fr/tool/manus.md) |
| 5 | [Zapier](https://openaitools.app/fr/tool/zapier-com) | 5 065 248 | +0,4 % | Freemium, Essai gratuit, Payant | Connecte des milliers d'applications populaires avec des automatisations traditionnelles robustes, mais offre moins de flexibilité d'agent IA natif que Gumloop. | [.md](https://openaitools.app/fr/tool/zapier-com.md) |
| 6 | [n8n](https://openaitools.app/fr/tool/n8n) | 4 522 449 | -7,4 % | Freemium | Fournit une automatisation de flux de travail open-source puissante basée sur des nœuds, offrant plus de contrôle d'auto-hébergement et de flexibilité que Gumloop. | [.md](https://openaitools.app/fr/tool/n8n.md) |
| 7 | [MindStudio](https://openaitools.app/fr/tool/mindstudio) | 1 793 337 | +14,2 % | Tarifs sur demande | Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities. | [.md](https://openaitools.app/fr/tool/mindstudio.md) |
| 8 | [CREAO](https://openaitools.app/fr/tool/creao) | 619 749 | +39,2 % | Freemium | Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus. | [.md](https://openaitools.app/fr/tool/creao.md) |
| 9 | [Taskade](https://openaitools.app/fr/tool/taskade) | 539 714 | -9,4 % | Freemium | Combine la gestion des tâches IA et l'automatisation des flux de travail, offrant un espace de travail plus collaboratif que l'accent mis par Gumloop sur les flux de données. | [.md](https://openaitools.app/fr/tool/taskade.md) |
| 10 | [Mastra](https://openaitools.app/fr/tool/mastra) | 318 954 | -5 % | Freemium, Tarifs sur demande | Provides an open-source framework for building agent workflows, but requires manual implementation of calibrated decision-scoring logic. | [.md](https://openaitools.app/fr/tool/mastra.md) |

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Source : https://openaitools.app/fr/compare/gumloop-vs-typesafe-jev

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