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Comparer des outils d'IA

Choisissez 2 à 3 outils d'une même catégorie. La sélection est enregistrée dans l'adresse de la page : vous pouvez la mettre en favori ou la partager. Nous comparons côte à côte tarifs, plateformes, cas d'usage et faits vérifiés.

  • OktoLabs (Okto Pulse, Nexus, Neuron) ×
  • Devin Desktop (formerly Windsurf) ×

Comparateur · Programmation

Prix de départgratuit · $20/mo
Formule gratuiteoui · oui
Offres documentées1 · 5
Plateformes2 · 1
Comparaison de OktoLabs (Okto Pulse, Nexus, Neuron), Devin Desktop (formerly Windsurf)
Visiter le site pour OktoLabs (Okto Pulse, Nexus, Neuron) (s'ouvre dans un nouvel onglet) Visiter le site pour Devin Desktop (formerly Windsurf) (s'ouvre dans un nouvel onglet)
Catégorie Programmation Programmation
Principaux cas d'usage
  • Turning feature requests into specs, acceptance criteria and agent-ready tasks
  • Coordinating several coding agents with explicit handoffs and ownership
  • Keeping architecture decisions queryable across agent sessions
  • Recording validation evidence so 'done' is traceable to requirements
  • Adding an independent review agent to an AI build workflow
  • Agentic multi-file code changes
  • Autocompleting code
  • Refactoring existing projects
  • Team development with shared admin
  • Enterprise-controlled deployments
Idéal pour Engineering teams building with multiple AI coding agents, Developers wanting traceable specs and evidence for agent work, Teams that need shared, cited project memory for agents Professional developers, Engineering teams, Developers wanting an AI-first IDE
Plateformes Desktop, API Desktop
Modèle tarifaire — Freemium
Tarifs

See official pricing

Prix US non confirmés

Free $0; Pro $20/mo; Max $200/mo; Teams $80/mo + $40/mo per full seat; Enterprise contact sales. Prices shown per month; billing period not stated.

Vérifié le Sep 29, 2026. Tarifs officiels ↗

Fonctionnalités clés
  • Spec-driven and test-driven workflow (ideation → refinement → spec → sprint → cards)
  • Local MCP endpoint for Claude Code, Cursor, Cline and other MCP agents
  • REST API and CLI documented in the docs site
  • Agent coordination bus with claims, handoffs and approvals (Nexus)
  • Knowledge graph memory with answers citing source notes (Neuron)
  • Embedded local-first graph database for Python (Okto Grafx)
  • Agent Command Center (Spaces, Kanban, multi-agent)
  • Full IDE with autocomplete and debugging
  • Tab completions and inline edits
  • SWE-2 model
  • Cloud agents (Devin Cloud) on paid plans
  • JetBrains plugin and Devin CLI
Avantages
  • Free to run locally, no account required
  • Open source, published on PyPI and GitHub
  • Works with existing agents through MCP
  • Docker install and full API reference available
  • Free plan with unlimited Tab completions
  • Downloads for macOS, Windows and Linux
  • Plans and settings migrate from Windsurf automatically
  • Pro at $20/month
Limites
  • Requires local installation (pip / Docker) and Python tooling
  • No hosted or web version offered
  • Early-stage software (Pulse at v0.2.6)
  • No pricing or support plans published
  • Free plan has light agent quota and limited models
  • Max plan costs $200/month
  • Team plan has $80 base plus $40 per seat
  • Requires desktop install (macOS 10.15 unsupported)
Notes
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Statut de vérification Listed

Vérifié le Oct 1, 2026

Listed

Vérifié le Oct 1, 2026