Confident AI vs InsightFinder
Which Observability AI tool is better in 2026?
Confident AI
DeepEval-powered LLM evaluation and observability
InsightFinder
AI-driven reliability and observability for IT systems and AI agents
Side-by-side
InsightFinder is the more established option (raised $35M), but Confident AI is cheaper to start.
| Metric | Confident AI | InsightFinder |
|---|---|---|
| Taglinei | DeepEval-powered LLM evaluation and observability | AI-driven reliability and observability for IT systems and AI agents |
| Foundedi | 2024 | 2015🏆 |
| HQi | San Francisco, US | Raleigh, US |
| Employeesi | 1-10 | 11-50🏆 |
| Neuron scorei | 76🏆 | 62 |
| Total fundingi | $2.2M | $35M🏆 |
| Latest roundi | Seed · Aug 2025 | Series B · Apr 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 InsightFinder.
| Capability | Confident AI | InsightFinder |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✓ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | 2 (python, rest) | — |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✓ | ✗ |
🟢 Strengths of Confident AI
- Higher Neuron score (76 vs 62)
- Offers a free plan
- Offers a free trial
- Newer company (2024)
🔵 Strengths of InsightFinder
- Has raised more capital ($35M vs $2.2M)
- More mature (2015)
Which should you choose?
Choose Confident AI if price matters most — it starts at Free, which is friendlier for teams watching burn. Both AI Observability tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose InsightFinder if you want the most established option — it has raised $35M, 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 InsightFinder — which is better?
It depends on your priority. Confident AI is the leaner option; InsightFinder has broader feature depth. See the side-by-side table above.
Is Confident AI cheaper than InsightFinder?
Yes — Confident AI's cheapest paid plan is Free, while InsightFinder's is Enterprise · Contact sales.
Do Confident AI and InsightFinder offer free plans?
Confident AI: Yes, has a free plan. InsightFinder: Paid only.
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