Celes vs Mirakl
Which Retail AI tool is better in 2026?
Celes
AI demand forecasting and inventory optimization for retailers
Mirakl
AI-powered marketplace and ecommerce platform for enterprise
Side-by-side
Mirakl is the more established option (raised $1B); pricing is comparable on both sides.
| Metric | Celes | Mirakl |
|---|---|---|
| Taglinei | AI demand forecasting and inventory optimization for retailers | AI-powered marketplace and ecommerce platform for enterprise |
| Foundedi | 2022 | 2012🏆 |
| HQi | Barranquilla, CO | Paris, France |
| Employeesi | 11-50 | 700🏆 |
| Neuron scorei | 53 | 80🏆 |
| Total fundingi | $3M | $1B🏆 |
| Latest roundi | Seed · Sep 2023 | series_e · Sep 2021 |
| Valuationi | $12M | $3.5B🏆 |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Enterprise · Contact sales | Contact_sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Celes and Mirakl.
| Capability | Celes | Mirakl |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✗ | ✓ |
| OAuth 2.0 | ✗ | ✓ |
| SDK languages | — | 1 (PHP) |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Celes
- Newer company (2022)
🔵 Strengths of Mirakl
- Has raised more capital ($1B vs $3M)
- Higher Neuron score (80 vs 53)
- More mature (2012)
Which should you choose?
Choose Mirakl if price matters most — it starts at 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 Mirakl if you want the most established option — it has raised $1B, 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
Celes vs Mirakl — which is better?
It depends on your priority. Celes is the leaner option; Mirakl has broader feature depth. See the side-by-side table above.
Is Celes cheaper than Mirakl?
No — Mirakl's cheapest paid plan is Contact_sales, while Celes's is Enterprise · Contact sales.
Do Celes and Mirakl offer free plans?
Celes: Paid only. Mirakl: Paid only.
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