Pay-per-task agents for prior auth, denial appeals, and revenue-cycle automation.
Tool UseMemoryRAGMulti-agent
Demo · hover to playAleph Alpha vs Make.com Agentswhich AI ops agent should you pick in 2026?
Sovereign-AI agent platform for EU governments and regulated industries — PhariaAI.
Tool useMemoryRAGMulti-agent
Visual workflow automation with AI agents — drag-and-drop scenarios across 2,000+ apps.
Tool useMemoryMulti-agent
Aleph Alpha vs Make.com Agents — specs
| Spec | Aleph Alpha | Make.com Agents |
|---|---|---|
| Agent Rank | 60 / 100 (B) | 85 / 100 (S) |
| Autonomy | Autonomous | Semi-autonomous |
| Pricing | Subscription | Freemium · from $9 |
| Open source | No | No |
| Capabilities | Tool use, Memory, RAG, Multi-agent | Tool use, Memory, Multi-agent |
| Integrations | 3 apps | 8 apps |
| Verified | — | Verified |
| Released | Mar 2025 | Feb 2025 |
Agent Rank breakdown
Aleph Alpha
Agent Rank
60/ 100
- Autonomie
- 9
- Capacités
- 8
- Intégrations
- 2
- Tarification
- 4
- Maturité
- 7
- Vérifiabilité
- 6
Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?
Make.com Agents
Agent Rank
85/ 100
- Autonomie
- 8
- Capacités
- 6
- Intégrations
- 10
- Tarification
- 8
- Maturité
- 9
- Vérifiabilité
- 10
Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?
Pros & cons
Aleph Alpha
Pour
- +German federal sovereign-AI lead vendor — backed by SAP, Bosch, and Schwarz Group
- +Air-gapped + on-prem options for highly regulated industries
- +Strongest German-language tuning of any agent platform
Contre
- −Less consumer-friendly than Mistral Le Chat — pure enterprise/government focus
- −Smaller benchmark scores vs frontier US models on English tasks
- −Long enterprise sales cycles (6-12 months typical)
Make.com Agents
Pour
- +Visual scenario builder is the most accessible automation tool besides Zapier
- +Cheapest AI-agent automation tier on the market ($9)
- +Strong on multi-step branching scenarios where Zapier feels limiting
Contre
- −Operations math is opaque at first — every step costs ops
- −Smaller AI feature set than Lindy / Relay built-from-scratch agent platforms
- −European data residency only on paid tiers
Pricing
Aleph Alpha
PhariaAI Standard
Sur mesure
EU mid-market
- +Pharia LLM access
- +Standard agent templates
- +EU data residency
Recommandé
PhariaAI Enterprise
Sur mesure
EU enterprises
- +Custom agent workflows
- +On-prem deployment
- +BSI compliance
Sovereign
Sur mesure
EU governments
- +Air-gapped deployment
- +German federal SOC
- +Dedicated engineering
Make.com Agents
Free
Gratuit
Trial
- +1,000 operations/mo
- +No agent features
- +2 active scenarios
Recommandé
Core
$9/mois
Solo / small teams
- +10,000 ops/mo
- +AI agent nodes
- +Webhooks + schedules
Pro
$16/mois
Heavy users
- +10,000 ops base + add-ons
- +Priority queue
- +Custom variables
Teams
$29/siège/mois
Teams
- +Shared scenarios
- +Roles + admin
- +Higher ops base
Which one should you pick?
Aleph Alpha
Pick Aleph Alpha if you want the highest autonomy and the verification loop is in place.
Try Aleph Alpha →Make.com Agents
Pick Make.com Agents if cost is the main constraint or if your stack spans many tools and integration depth is the constraint.
Try Make.com Agents →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Aleph Alpha or Make.com Agents in 2026?+
Pick Aleph Alpha if you want the highest autonomy and the verification loop is in place. Pick Make.com Agents if cost is the main constraint or if your stack spans many tools and integration depth is the constraint. Most working teams running both can use Aleph Alpha for primary work and Make.com Agents for the workflows where its specific strengths matter.
What's the price difference between Aleph Alpha and Make.com Agents?+
Aleph Alpha starts at Subscription; Make.com Agents starts at Freemium · from $9. Make.com Agents is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Aleph Alpha or Make.com Agents?+
Aleph Alpha is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
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