Spojit
Gumloop alternative

Fast to build.
Built to last.

AI-native builders are quick to demo and thin underneath. Spojit checkpoints every step so a crash resumes where it left off, never fires the same action twice, and checks every agent action against your policy before it runs.

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Why teams pick Spojit over Gumloop

Durable by default

Runs checkpoint their state and resume after a crash, so long, multi-step workflows do not lose their place.

Parallel branches with join

Fan work out across independent paths and merge it back in one run, not just looping over a list.

Connect any API

Miraxa reads the vendor documentation and builds the integration for you, with the auth handled.

Predictable pricing

Pay for execution time, with AI credits only on AI steps. Direct Mode steps use no AI credits, so cost does not swing with every run.

Agents plus orchestration

Real tool-calling agents inside durable, branching workflows, not only an AI canvas.

Enterprise from the start

Dedicated tenant, VPC peering, and a data-residency region for teams that need them.

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Spojit vs Gumloop

Fonctionnalité
Spojit
Gumloop
AI-native
Agents inside durable, branching orchestration
AI-first canvas; durability still maturing
Durable execution
Checkpointed; resumes after a crash
Run logs and error shields; no durable-execution guarantee
Parallel branches with join
Run paths at once and merge back in one run
Loop mode parallelizes items in a list
Connect a tool with no integration
Miraxa builds the integration for you
AI-generated custom nodes, or HTTP
App catalog
50+ connectors and 500+ tools, plus any API
100+ nodes and integrations
Pricing model
Execution time, plus AI credits only for AI steps
Credits per node; advanced AI calls cost more
Deployment
Multi-tenant cloud, or a private single-tenant VPC + SLA
Cloud SaaS; VPC on Enterprise
Best for
Agents in durable, branching workflows at any scale
Lightweight AI-first automations and GTM tasks

Reflète les informations publiques disponibles en June 2026. Gumloop est une marque de son propriétaire ; ses fonctionnalités et tarifs peuvent avoir changé depuis. Consultez son site pour les dernières informations.

Un avis honnête

Lequel vous convient

Les deux peuvent automatiser votre pile. Voici l'avis honnête.

Choisissez Spojit si you want AI agents inside durable, branching workflows that hold up at scale, not just a lightweight AI canvas.

  • You need durable, branching orchestration, not just an AI canvas
  • You want predictable cost, not credits that swing with every AI call
  • You need enterprise controls like a dedicated tenant and VPC
  • You need a tool Gumloop has no node for, built from any API

Gumloop reste pertinent

  • You want a lightweight AI canvas for scraping and GTM tasks
  • A smaller, AI-generated node catalog covers your tools

Chaque exécution, avec les mêmes garanties

Autorisé avant l'exécutionConsigné après l'exécutionNe se déclenche jamais deux foisTermine ce qu'il commence

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