Inclusion AI vs Moondream
Which Foundation Models AI tool is better in 2026?
Inclusion AI
Ant Group's open AI lab behind the Ling, Ring, and Ming model families
Moondream
Tiny open vision-language models that run anywhere, from M87 Labs
Side-by-side
Moondream is the more established option (raised $4.5M); pricing is comparable on both sides.
| Metric | Inclusion AI | Moondream |
|---|---|---|
| Taglinei | Ant Group's open AI lab behind the Ling, Ring, and Ming model families | Tiny open vision-language models that run anywhere, from M87 Labs |
| Foundedi | 2024 | 2024 |
| HQi | Hangzhou, China | Seattle, United States |
| Employeesi | — | — |
| Neuron scorei | 57 | 67🏆 |
| Total fundingi | Undisclosed | $4.5M🏆 |
| Latest roundi | — | Pre-Seed · Oct 2024 |
| 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 | Open source | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Inclusion AI and Moondream.
| Capability | Inclusion AI | Moondream |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | 2 (Python, JavaScript) |
| Free plan | ✓ | ✓ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Inclusion AI
- Strong in Foundation Models
🔵 Strengths of Moondream
- Has raised more capital ($4.5M vs Undisclosed)
- Higher Neuron score (67 vs 57)
Which should you choose?
Choose Moondream if price matters most — it starts at Free, which is friendlier for teams watching burn. Both Foundation Models tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Moondream if you want the most established option — it has raised $4.5M, 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
Inclusion AI vs Moondream — which is better?
It depends on your priority. Inclusion AI is the leaner option; Moondream has broader feature depth. See the side-by-side table above.
Is Inclusion AI cheaper than Moondream?
No — Moondream's cheapest paid plan is Free, while Inclusion AI's is Open source.
Do Inclusion AI and Moondream offer free plans?
Inclusion AI: Yes, has a free plan. Moondream: Yes, has a free plan.
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