Memories.ai vs Moonvalley
Which Video AI tool is better in 2026?
Memories.ai
Visual memory model for understanding long videos
Moonvalley
Los Angeles-based AI research company building Marey, a production-grade generative video
Side-by-side
Moonvalley is the more established option (raised $154M); pricing is comparable on both sides.
| Metric | Memories.ai | Moonvalley |
|---|---|---|
| Taglinei | Visual memory model for understanding long videos | Los Angeles-based AI research company building Marey, a production-grade generative video |
| Foundedi | 2025 | 2024🏆 |
| HQi | Palo Alto, US | — |
| Employeesi | 11-50 | 11-50 |
| Neuron scorei | 57 | 74🏆 |
| Total fundingi | $8M | $154M🏆 |
| Latest roundi | Seed | Seed |
| Valuationi | — | — |
| 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 | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Memories.ai and Moonvalley.
| Capability | Memories.ai | Moonvalley |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Memories.ai
- Newer company (2025)
🔵 Strengths of Moonvalley
- Has raised more capital ($154M vs $8M)
- Higher Neuron score (74 vs 57)
- More mature (2024)
Which should you choose?
Choose Moonvalley if price matters most — it starts at Free, which is friendlier for teams watching burn. Both AI Video tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Moonvalley if you want the most established option — it has raised $154M, 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
Memories.ai vs Moonvalley — which is better?
It depends on your priority. Memories.ai is the leaner option; Moonvalley has broader feature depth. See the side-by-side table above.
Is Memories.ai cheaper than Moonvalley?
No — Moonvalley's cheapest paid plan is Free, while Memories.ai's is Free.
Do Memories.ai and Moonvalley offer free plans?
Memories.ai: Yes, has a free plan. Moonvalley: Yes, has a free plan.
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