CHAOS Industries vs Overland AI
Which Defense AI AI tool is better in 2026?
CHAOS Industries
Distributed radar and sensing systems for counter-drone and air domain awareness
Overland AI
Off-road ground autonomy for military vehicles in GPS-denied terrain
Side-by-side
CHAOS Industries is the more established option (raised $1B); pricing is comparable on both sides.
| Metric | CHAOS Industries | Overland AI |
|---|---|---|
| Taglinei | Distributed radar and sensing systems for counter-drone and air domain awareness | Off-road ground autonomy for military vehicles in GPS-denied terrain |
| Foundedi | 2022 | 2022 |
| HQi | Los Angeles, United States | Seattle, US |
| Employeesi | 201-500 | 51-200🏆 |
| Neuron scorei | 76🏆 | 61 |
| Total fundingi | $1B🏆 | $142M |
| Latest roundi | Series D · Nov 2025 | Series B · Feb 2026 |
| Valuationi | $4.5B🏆 | — |
| 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 | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for CHAOS Industries and Overland AI.
| Capability | CHAOS Industries | Overland AI |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of CHAOS Industries
- Has raised more capital ($1B vs $142M)
- Higher Neuron score (76 vs 61)
🔵 Strengths of Overland AI
- Strong in Defense AI
Which should you choose?
Choose Overland AI if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both Defense AI tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose CHAOS Industries 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
CHAOS Industries vs Overland AI — which is better?
It depends on your priority. CHAOS Industries has raised more capital and is the more established option; Overland AI has broader feature depth. See the side-by-side table above.
Is CHAOS Industries cheaper than Overland AI?
No — Overland AI's cheapest paid plan is Enterprise · Contact sales, while CHAOS Industries's is Enterprise · Contact sales.
Do CHAOS Industries and Overland AI offer free plans?
CHAOS Industries: Paid only. Overland AI: Paid only.
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