Alle-AI
Current- Annual cost
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- Seats assigned
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This catalog view compares public market data and does not include organization spend or usage.
ALTERNATIVE APPLICATIONS
Alle-AI Alternatives
Should you replace Alle-AI?
Librechat is the strongest catalog alternative to evaluate for Alle-AI.
Alle-AI alternatives
See how Alle-AI compares to 2 alternative apps you can switch to.
Librechat and Poe selected for comparison.
Annual costTotal subscription cost for each app, shown for the selected billing period.
Alle-AI
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Public pricing
Public catalog pricing. Organization spend is not included.
Librechat
--
Open Source
Public catalog pricing estimate.
Poe
--
Free $0/Free
Public catalog pricing estimate.
3-Year Net SavingEstimated savings over three years after migration and setup costs.
Alle-AI
$0
No migration in the current app baseline.
Librechat
--
After $4,000 estimated migration cost.
Poe
--
After $1,200 estimated migration cost.
Team Fit ScoreHow closely the app matches the teams, workflows, and usage patterns currently in place.
Alle-AI
--
Librechat
75/100
LibreChat excels for engineering and security-conscious teams that prioritize data sovereignty and cost control over convenience. Organizations with DevOps resources can deploy it rapidly and customize extensively, but teams without technical infrastructure support will struggle with server setup, maintenance, and API key management.
Poe
70/100
Poe excels for freelancers, creators, and lean startups needing instant access to multiple AI models without procurement delays. Marketing and research teams adopt it immediately for creative workflows, but IT and security teams struggle with the lack of centralized controls and shadow AI risks.
Adoption RiskExpected friction, training effort, and behavior change needed to move teams onto the alternative.
Alle-AI
--
Public adoption signal for the current app.
Librechat
low
Librechat is a high-complexity migration. Estimated 2 weeks and $4,000 one-time cost.
Poe
low
Poe is a high-complexity migration. Estimated 2 weeks and $1,200 one-time cost.
User satisfactionAvailable rating and review signal for team sentiment around the app.
Alle-AI
--
85 reviews
Librechat
--
156 reviews
Poe
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1250 reviews
Timeline & DisruptionExpected migration duration and disruption to normal workflows.
Alle-AI
No migration needed
Librechat
2 weeks
High
Librechat is a high-complexity migration. Estimated 2 weeks and $4,000 one-time cost.
Poe
2 weeks
High
Poe is a high-complexity migration. Estimated 2 weeks and $1,200 one-time cost.
Setup & trainingOne-time implementation, enablement, and training investment required.
Alle-AI
--
Librechat
$4,000
Estimated one-time migration and setup effort.
Poe
$1,200
Estimated one-time migration and setup effort.
Integration CoverageHow much of the current integration and workflow surface is covered by the app.
Alle-AI
--
Librechat
--
Supports 18 native integrations.
Poe
--
Supports 15 native integrations.
Feature Match (%)How closely the app matches current feature needs, including notable gaps or risks.
Alle-AI
100%
Librechat
--
- Requires self-hosting infrastructure and ongoing DevOps maintenance
- No native mobile application; web-only interface
- No unified vendor billing or enterprise support SLA
- Manual API key management required for each AI provider
- Limited enterprise RBAC and admin audit controls
Poe
--
- No enterprise admin console or user provisioning
- Lacks centralized usage analytics and spend controls
- Missing custom fine-tuning on proprietary models
- No SSO or SCIM integration for access management
- Limited audit trails for compliance requirements
CertificationsSecurity, privacy, and compliance certifications available for each app.
Alle-AI
--
Librechat
--
Poe
SOC 2 Type IIGDPR
Choose This IfThe conditions where keeping or switching to this app is likely to make sense.
Alle-AI
You already standardize on this app.
Librechat
You have technical resources to self-host and want to eliminate per-seat AI aggregator subscription fees entirely
Poe
Your priority is accessing GPT-4, Claude, and Gemini instantly for under $25/seat without IT setup.
Avoid This IfThe conditions where this app is likely to create cost, workflow, or adoption risk.
Alle-AI
Public pricing or fit signals no longer match your needs.
Librechat
You lack DevOps capacity or require managed enterprise support with guaranteed SLAs and turnkey deployment
Poe
You require centralized admin controls, usage quotas per employee, or SOC 2 compliance documentation.
