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NeuronFeed

allO vs Celes

Which Retail AI tool is better in 2026?

allO

The AI-native operating system for restaurants

$19M

Celes

AI demand forecasting and inventory optimization for retailers

$3M

Side-by-side

Verdict

allO is the more established option (raised $19M); pricing is comparable on both sides.

Metric allO Celes
Taglinei The AI-native operating system for restaurants AI demand forecasting and inventory optimization for retailers
Foundedi 2020🏆 2022
HQi Munich, DE Barranquilla, CO
Employeesi 51-200 11-50🏆
Neuron scorei 54🏆 53
Total fundingi $19M🏆 $3M
Latest roundi Series A Seed · Sep 2023
Valuationi $12M🏆
Cheapest paid plani Pricing not disclosed Pricing not disclosed
Free plani
Free triali
Top tier pricei Pricing not disclosed Pricing not disclosed
Pricing summaryi Free Enterprise · Contact sales
Categoriesi

Capability matrix

Developer-facing capabilities and access signals for allO and Celes.

Capability allO Celes
MCP support
Public API
Webhooks
OAuth 2.0
SDK languages
Free plan
Free trial
Verified
Active deal

🟢 Strengths of allO

  • Has raised more capital ($19M vs $3M)
  • Higher Neuron score (54 vs 53)
  • Offers a free plan
  • Offers a free trial

🔵 Strengths of Celes

  • Newer company (2022)

Which should you choose?

Choose Celes if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Retail tools ship core features, so the cost delta often decides it for small teams and solo operators.

Choose allO if you want the most established option — it has raised $19M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.

Frequently asked questions

allO vs Celes — which is better?

It depends on your priority. allO has raised more capital and is the more established option; Celes has broader feature depth. See the side-by-side table above.

Is allO cheaper than Celes?

No — Celes's cheapest paid plan is Enterprise · Contact sales, while allO's is Free.

Do allO and Celes offer free plans?

allO: Yes, has a free plan. Celes: Paid only.

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