Galileo AI vs WitnessAI
Which Governance AI tool is better in 2026?
Galileo AI
The AI observability and eval engineering platform where offline evals become production guardrails.
WitnessAI
AI safety and governance platform for the enterprise
Side-by-side
WitnessAI leads on both fronts — more capital raised ($85.5M) and a lower entry price than Galileo AI.
| Metric | Galileo AI | WitnessAI |
|---|---|---|
| Taglinei | The AI observability and eval engineering platform where offline evals become production guardrails. | AI safety and governance platform for the enterprise |
| Foundedi | — | 2023🏆 |
| HQi | — | Atherton, US |
| Employeesi | — | 51-100🏆 |
| Neuron scorei | 60 | 82🏆 |
| Total fundingi | Undisclosed | $85.5M🏆 |
| Latest roundi | — | Strategic · Jan 2026 |
| Valuationi | — | —🏆 |
| Cheapest paid plani | — | Pricing not disclosed🏆 |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Enterprise · Contact sales | Pricing not disclosed |
| Pricing summaryi | 1 published plans | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Galileo AI and WitnessAI.
| Capability | Galileo AI | WitnessAI |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✓ |
| OAuth 2.0 | ✗ | ✓ |
| SDK languages | — | 1 (rest) |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Galileo AI
- Strong in AI Governance
🔵 Strengths of WitnessAI
- Has raised more capital ($85.5M vs Undisclosed)
- Higher Neuron score (82 vs 60)
- Newer company (2023)
Which should you choose?
Choose WitnessAI if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Governance tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose WitnessAI if you want the most established option — it has raised $85.5M, 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
Galileo AI vs WitnessAI — which is better?
It depends on your priority. Galileo AI is the leaner option; WitnessAI is cheaper to start. See the side-by-side table above.
Is Galileo AI cheaper than WitnessAI?
No — WitnessAI's cheapest paid plan is Enterprise · Contact sales, while Galileo AI's is Enterprise · Contact sales.
Do Galileo AI and WitnessAI offer free plans?
Galileo AI: Paid only. WitnessAI: Paid only.
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