Contextual AI vs LGND
Which Embeddings & RAG AI tool is better in 2026?
Contextual AI
Build specialized RAG agents for the enterprise
LGND
Geospatial embeddings that let AI agents understand satellite imagery
Side-by-side
Contextual AI is the more established option (raised $100M); pricing is comparable on both sides.
| Metric | Contextual AI | LGND |
|---|---|---|
| Taglinei | Build specialized RAG agents for the enterprise | Geospatial embeddings that let AI agents understand satellite imagery |
| Foundedi | 2023🏆 | 2024 |
| HQi | Mountain View, US | Remote, US |
| Employeesi | 51-200🏆 | 1-10 |
| Neuron scorei | 74🏆 | 60 |
| Total fundingi | $100M🏆 | $9M |
| Latest roundi | Seed | Seed · Jul 2025 |
| 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 Contextual AI and LGND.
| Capability | Contextual AI | LGND |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Contextual AI
- Has raised more capital ($100M vs $9M)
- Higher Neuron score (74 vs 60)
- More mature (2023)
🔵 Strengths of LGND
- Newer company (2024)
Which should you choose?
Choose LGND if price matters most — it starts at Free, which is friendlier for teams watching burn. Both Embeddings & RAG tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Contextual AI if you want the most established option — it has raised $100M, 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
Contextual AI vs LGND — which is better?
It depends on your priority. Contextual AI has raised more capital and is the more established option; LGND has broader feature depth. See the side-by-side table above.
Is Contextual AI cheaper than LGND?
No — LGND's cheapest paid plan is Free, while Contextual AI's is Free.
Do Contextual AI and LGND offer free plans?
Contextual AI: Yes, has a free plan. LGND: Yes, has a free plan.
Explore more Embeddings & RAG tools
Contextual paths to related AI startups, deals and rankings.