Confident AI vs WitnessAI
Which Safety AI tool is better in 2026?
Confident AI
DeepEval-powered LLM evaluation and observability
WitnessAI
AI safety and governance platform for the enterprise
Side-by-side
WitnessAI is the more established option (raised $85.5M); pricing is comparable on both sides.
| Metric | Confident AI | WitnessAI |
|---|---|---|
| Taglinei | DeepEval-powered LLM evaluation and observability | AI safety and governance platform for the enterprise |
| Foundedi | 2024 | 2023🏆 |
| HQi | San Francisco, US | Atherton, US |
| Employeesi | 1-10 | 51-100🏆 |
| Neuron scorei | 76 | 82🏆 |
| Total fundingi | $2.2M | $85.5M🏆 |
| Latest roundi | Seed · Aug 2025 | Strategic · Jan 2026 |
| Valuationi | — | — |
| Cheapest paid plani | — | Pricing not disclosed |
| Free plani | ✓ Free Tier | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Enterprise · Contact sales | Pricing not disclosed |
| Pricing summaryi | 2 published plans | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Confident AI and WitnessAI.
| Capability | Confident AI | WitnessAI |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✓ | ✓ |
| OAuth 2.0 | ✓ | ✓ |
| SDK languages | 2 (python, rest) | 1 (rest) |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✓ | ✗ |
🟢 Strengths of Confident AI
- Offers a free plan
- Offers a free trial
- Newer company (2024)
🔵 Strengths of WitnessAI
- Has raised more capital ($85.5M vs $2.2M)
- Higher Neuron score (82 vs 76)
- More mature (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 Safety 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.
💸 Deals
Confident AI free tier — DeepEval evaluations
Confident AI's free tier lets you run LLM evaluations with DeepEval, track test runs, and monitor production traces.
Frequently asked questions
Confident AI vs WitnessAI — which is better?
It depends on your priority. Confident AI is the leaner option; WitnessAI has broader feature depth. See the side-by-side table above.
Is Confident AI cheaper than WitnessAI?
No — WitnessAI's cheapest paid plan is Enterprise · Contact sales, while Confident AI's is Free.
Do Confident AI and WitnessAI offer free plans?
Confident AI: Yes, has a free plan. WitnessAI: Paid only.
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