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Meilleure automatisation de workflows IA

L'automatisation IA déplace un enregistrement d'une app à l'autre et appelle parfois un modèle au milieu. Zapier, Make et n8n sont la colle. Gumloop et Lindy se rapprochent d'un agent.

8 produits. Prix et fiches vérifiés le 5 octobre 2026.

Meilleure automatisation de workflows IA comparés

Le prix est le tarif d'entrée publié par l'éditeur. Une offre gratuite ou un essai n'apparaît que si la page des prix le dit.

Side-by-side comparison of pricing, free plan or trial, features, integrations, best fit, and sourced user comments
ProduitPrixOffre gratuite ou essaiFonctionsIntégrationsPour quiCe qu'on en dit
Gumloop

#1

From $37/moEssaiA multiplayer builder for AI agents.Slack, Gmail, Salesforce, HubSpotTeams that want shared AI agents on tools such as Slack, Gmail, Salesforce, and HubSpot, with IT oversight.Pas de citation sourcée.
Make

#2

Free, then $9/monthOffre gratuiteVisual AI automation across thousands of apps.OpenAI, HubSpot, Slack, SalesforceOperators who want a visual builder and credit-based pricing that can start on a free plan.Pas de citation sourcée.
Zapier

#3

Free, then $19.99/monthOffre gratuite et essaiAI workflows and agents across thousands of apps.MCP, Amazon Bedrock, Datadog, SplunkTeams that want governed, self-serve automations across a very large app catalog.Pas de citation sourcée.
n8n

#4

€20/mo billed annuallyOffre gratuite et essaiAI workflows you can self-host or run in the cloud.500+ app nodes, MCP, Webhooks, DockerTechnical teams that want source-available automation they can host themselves.Pas de citation sourcée.
Pipedream

#5

Free, then $99/monthOffre gratuiteManaged auth and tools for the agents you build.Slack, Gmail, Stripe, NotionDevelopers embedding thousands of user-authenticated API tools into their own agents.Pas de citation sourcée.
Bardeen

#6

Not publishedOffre gratuiteAgentic lead scraping, research, and enrichment.Google Sheets, Airtable, Notion, CSVSmall sales and research teams building lead lists from the web.Pas de citation sourcée.
Activepieces

#7

Free, then $20/monthOffre gratuiteOpen-source AI agents, flows, and tables.HubSpot, Slack, MCP, OktaTeams that want Zapier-style flows they can self-host, with agents and an approval gate.Pas de citation sourcée.
Workato

#8

Not publishedNon indiquéEnterprise control and execution for AI agents and integrations.Claude, Codex, Cursor, MCPLarge companies that need one governed place to run integrations and agents.Pas de citation sourcée.

Classement

L'ordre regarde l'adéquation au travail, l'autonomie, les contrôles, les intégrations, l'accès et le caractère public du produit.

Rang 1

Gumloop

85

Teams that want shared AI agents on tools such as Slack, Gmail, Salesforce, and HubSpot, with IT oversight.

Prix
From $37/mo
Offre gratuite
Essai
Autonomie
Autonomous
Intégrations
Slack, Gmail, Salesforce
Détail de la note
  • Fit for the job26/30
  • Autonomy17/20
  • Controls11/15
  • Integrations14/15
  • Access8/10
  • Evidence9/10

Rang 2

Make

83

Operators who want a visual builder and credit-based pricing that can start on a free plan.

Prix
Free, then $9/month
Offre gratuite
Oui
Autonomie
Semi-autonomous
Intégrations
OpenAI, HubSpot, Slack
Détail de la note
  • Fit for the job28/30
  • Autonomy13/20
  • Controls12/15
  • Integrations11/15
  • Access10/10
  • Evidence9/10

Rang 3

Zapier

82

Teams that want governed, self-serve automations across a very large app catalog.

Prix
Free, then $19.99/month
Offre gratuite
Oui
Autonomie
Semi-autonomous
Intégrations
MCP, Amazon Bedrock, Datadog
Détail de la note
  • Fit for the job29/30
  • Autonomy13/20
  • Controls12/15
  • Integrations9/15
  • Access10/10
  • Evidence9/10

Rang 4

n8n

82

Technical teams that want source-available automation they can host themselves.

Prix
€20/mo billed annually
Offre gratuite
Oui
Autonomie
Semi-autonomous
Intégrations
500+ app nodes, MCP, Webhooks
Détail de la note
  • Fit for the job27/30
  • Autonomy13/20
  • Controls12/15
  • Integrations11/15
  • Access10/10
  • Evidence9/10

Rang 5

Pipedream

78

Developers embedding thousands of user-authenticated API tools into their own agents.

Prix
Free, then $99/month
Offre gratuite
Oui
Autonomie
Semi-autonomous
Intégrations
Slack, Gmail, Stripe
Détail de la note
  • Fit for the job24/30
  • Autonomy13/20
  • Controls12/15
  • Integrations10/15
  • Access10/10
  • Evidence9/10

Rang 6

Bardeen

76

Small sales and research teams building lead lists from the web.

Prix
Not published
Offre gratuite
Oui
Autonomie
Semi-autonomous
Intégrations
Google Sheets, Airtable, Notion
Détail de la note
  • Fit for the job23/30
  • Autonomy13/20
  • Controls12/15
  • Integrations9/15
  • Access10/10
  • Evidence9/10

76

Teams that want Zapier-style flows they can self-host, with agents and an approval gate.

Prix
Free, then $20/month
Offre gratuite
Oui
Autonomie
Semi-autonomous
Intégrations
HubSpot, Slack, MCP
Détail de la note
  • Fit for the job22/30
  • Autonomy13/20
  • Controls12/15
  • Integrations10/15
  • Access10/10
  • Evidence9/10

Rang 8

Workato

72

Large companies that need one governed place to run integrations and agents.

Prix
Not published
Offre gratuite
Non
Autonomie
Semi-autonomous
Intégrations
Claude, Codex, Cursor
Détail de la note
  • Fit for the job25/30
  • Autonomy13/20
  • Controls12/15
  • Integrations9/15
  • Access4/10
  • Evidence9/10

Prix, fonctions et fiches

  1. 1

    Gumloop

    Teams that want shared AI agents on tools such as Slack, Gmail, Salesforce, and HubSpot, with IT oversight.

    Gumloop lets teams describe work in plain language and get agents that connect to company apps, run on triggers, and produce files or web apps. It says agents are model-agnostic and that enterprise controls include SSO, audit logs, usage monitoring, and VPC deployment.

    Prix
    From $37/mo
    gumloop.com/pricing did not list dollar amounts. The credits documentation says Pro is $37/month with 20,000 credits, and Enterprise is custom with rollover. One credit is $0.005. New accounts get a 14-day Pro trial that requires a card and converts to paid unless cancelled. The docs say there is no free plan. Pro overage defaults to a cap of 1,000,000 credits ($5,000) per period. Last checked 5 October 2026.
    Fonctions
    Slack, Gmail, Salesforce, HubSpot, Notion, Linear, GitHub, Google Sheets. Sold to run the job rather than wait for a prompt on every step. Keep a way to stop it before it reaches a customer, a candidate, or a filing.

    Tarif et fonctions de Gumloop/Alternatives à Gumloop

  2. 2

    Make

    Operators who want a visual builder and credit-based pricing that can start on a free plan.

    Make is a visual automation platform for scenarios and AI agents, with a library it describes as 3,000-plus apps. Make says it is trusted by more than 400,000 organizations, is part of Celonis, and bills in credits, where most module actions cost one credit.

    Prix
    Free, then $9/month
    The pricing page lists a free plan with 1,000 credits a month, 2 active scenarios, and a 15-minute minimum interval. Dollar amounts were not in that page's text. Make's own Zapier comparison page lists Core at $9/month starting at 10,000 credits, Pro at $16/month starting at 10,000 credits, and Teams at $29/month starting at 10,000 credits. Enterprise is custom. Extra credits can be bought, and Core, Pro, and Teams can auto-purchase 10,000 credits. Last checked 5 October 2026.
    Fonctions
    OpenAI, HubSpot, Slack, Salesforce, monday.com, NetSuite. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Tarif et fonctions de Make/Alternatives à Make

  3. 3

    Zapier

    Teams that want governed, self-serve automations across a very large app catalog.

    Zapier is a no-code automation platform for workflows, agents, and chatbots across more than 9,000 apps, with admin controls for what each app action is allowed to do. The company says more than 3 million businesses use it, and that a task is a successful step or programmatic call such as an MCP tool call.

    Prix
    Free, then $19.99/month
    Free includes 100 tasks a month and two-step Zaps. Professional annual pricing starts at $19.99/month for 750 tasks, or $29.99 month-to-month. Team annual pricing starts at $69/month for 2,000 tasks. Enterprise is custom. New accounts get a 14-day Professional trial with no credit card. Annual billing is 33 percent off the monthly rate. Prices were read from Zapier's machine-readable pricing page. Last checked 5 October 2026.
    Fonctions
    MCP, Amazon Bedrock, Datadog, Splunk. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Tarif et fonctions de Zapier/Alternatives à Zapier

  4. 4

    n8n

    Technical teams that want source-available automation they can host themselves.

    n8n is a workflow and AI-agent platform that can be built visually or with JavaScript and Python, and deployed on n8n Cloud or on your own infrastructure, including air-gapped. It charges for a full workflow execution rather than for each step, and a standard self-hosted Community Edition is on GitHub.

    Prix
    €20/mo billed annually
    Cloud Starter is €20/month billed annually and includes 2,500 workflow executions, unlimited steps, 5 concurrent executions, and 1,600 Assistant credits. Pro is €50/month billed annually with 10,000 executions. Business is €667/month billed annually with 40,000 executions. Enterprise is custom. Execution counts were on https://n8n.io/saas/ next to those prices. A cloud trial needs no credit card and includes 1,000 executions. Annual billing saves 17 percent. Last checked 5 October 2026.
    Fonctions
    500+ app nodes, MCP, Webhooks, Docker, GitHub, LangSmith. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Tarif et fonctions de n8n/Alternatives à n8n

  5. 5

    Pipedream

    Developers embedding thousands of user-authenticated API tools into their own agents.

    Pipedream Connect is an integration layer that gives agents managed authentication, more than 10,000 prebuilt tools and triggers, and a proxy across more than 3,000 APIs. A separate product, Conduit, is an early-access gateway for employees to connect apps to agents with SSO, access policies, and an audit trail.

    Prix
    Free, then $99/month
    Free is $0, needs no card, and includes every feature in development only, with 3,000-plus connectors and unlimited team members. Startup is $99 per month billed annually, or $150 billed monthly, and adds production, 100 external users then $2 each, and 10,000 usage credits then $0.012 each. Business is custom annual pricing and adds SSO, SCIM, HIPAA, and static egress IPs. Last checked 5 October 2026.
    Fonctions
    Slack, Gmail, Stripe, Notion, MCP. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Tarif et fonctions de Pipedream/Alternatives à Pipedream

  6. 6

    Bardeen

    Small sales and research teams building lead lists from the web.

    Bardeen finds leads with an agentic web scraper, researches them with AI search, enriches contacts, and qualifies them from a description of the ideal lead. Exports listed on the site are CSV, Google Sheets, Airtable, and Notion.

    Prix
    Not published
    The pricing page says you always get 100 credits free and that unused credits expire at the end of the billing period. A created row costs 1 credit, an enrichment row costs 3, and import, export, and utilities are free. No monthly plan price was in the page text. Last checked 5 October 2026.
    Fonctions
    Google Sheets, Airtable, Notion, CSV. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Tarif et fonctions de Bardeen/Alternatives à Bardeen

  7. 7

    Activepieces

    Teams that want Zapier-style flows they can self-host, with agents and an approval gate.

    Activepieces is a workspace for chat, agents, flows, and tables across 760-plus apps, with human approval on steps that touch money, customers, or production. It can run on Activepieces Cloud, your own servers, or air-gapped, and every piece is MIT-licensed.

    Prix
    Free, then $20/month
    Free is $0 with no card and 1,000 credits a month. Plus is $20/month flat with 10,000 credits, up to 5 users, and bring-your-own AI keys. Team is $200/month with 50,000 credits and 25 users. Ultimate is custom. Embed starts at $36,000 a year. Plus and Team overage is $0.007 per credit. The comparison table says the free credit reset is daily, while the plan card and FAQ say 1,000 credits a month. Last checked 5 October 2026.
    Fonctions
    HubSpot, Slack, MCP, Okta, Microsoft Entra. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Tarif et fonctions de Activepieces/Alternatives à Activepieces

  8. 8

    Workato

    Large companies that need one governed place to run integrations and agents.

    Workato is an enterprise integration and AI platform for governing models, agents, workflows, APIs, and MCP, and for running them on one runtime. It says it connects to more than 17,000 apps, APIs, databases, files, and MCP servers, and that it is built on an iPaaS it calls number one.

    Prix
    Not published
    The homepage does not list a price. It points buyers to analyst reports and customer stories rather than a plan card. Last checked 5 October 2026.
    Fonctions
    Claude, Codex, Cursor, MCP. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.

    Tarif et fonctions de Workato/Alternatives à Workato

Qu'est-ce qu'un agent IA ?

L'automatisation IA déplace un enregistrement d'une app à l'autre et appelle parfois un modèle au milieu. Zapier, Make et n8n sont la colle. Gumloop et Lindy se rapprochent d'un agent.

Comment cette liste est organisée

En tête de cette liste : Gumloop, Make, Zapier. L'ordre suit la note publiée, pas une publicité.

Quoi comparer

Regardez le métier, le prix d'entrée, et si une personne valide encore le résultat.

  • Un métier que le produit fait vraiment
  • Un prix publié, une offre gratuite, ou un prix sur devis dit clairement
  • Une relecture avant que le travail n'arrive au client

À quoi sert ce type de logiciel

Il sert quand la même étape se répète. La décision reste à une personne.

  • Voir le prix d'entrée avant une démo
  • Comparer des produits de ce métier, pas une fenêtre de chat générale
  • Ouvrir la fiche pour les notes plus longues

À qui s'adresse cette liste

À ceux qui connaissent déjà le métier et veulent les produits qui le font, avec une date sur les prix.

Prix d'entrée publiés

Chiffres d'entrée que nous avons pu vérifier : Gumloop (From $37/mo), Make (Free, then $9/month), Zapier (Free, then $19.99/month). Contrôle du 5 octobre 2026.

Comment choisir

Faites d'abord correspondre le métier. Ensuite, lisez pour qui est le produit et s'il est possible de commencer sans appel commercial.

Catégories proches

Les métiers voisins ont leur propre liste.

Questions fréquentes

Méthode de notation

Vérifié 5 October 2026

Chaque produit est noté sur 100 avec les mêmes six parties. Le rang suit le total, puis l'adéquation, puis le nom. Lire la méthode complète.