4.6/5
G2 rating
5 reviews
Report
Should I Use Confident AI?
Confident AI is the AI quality platform for enterprise teams to standardize AI evals and observability across the org — one consistent bar for how every team measures and monitors their AI.
Depends
DependsBuy it if you're an org that needs one standardized bar for LLM evals and observability across multiple teams.
Solid org-wide LLM eval platform; teams should buy, solo devs should just use free DeepEval.
Confidence: Medium
$0
Starting price
Paid from $19.99
Yes
Free tier
$0 entry plan
$2.2M
Seed funding
YC W25 startup
Value for money
4
Flat-rate plans, free tier, low entry price
Ease of use
4
Recommended in 'easy eval tool' Reddit threads
Feature depth
5
Evals, observability, gateways, red-teaming, self-hosting
Security posture
3
Self-host docs exist; one deepeval vuln report
Pros
Cons
Gotchas
Best for
- Enterprise teams standardizing AI evals
- LLM-heavy product orgs
- Teams already using DeepEval
- Orgs needing self-hosted deployment
Not for
- Solo devs and hobby projects — free DeepEval does this
- Small teams without engineers to write eval tests
- Buyers who need a proven vendor with a deep review base
Companies that use it
- Humach13
Pricing
Free
$0
- Entry tier for evaluation
- Limits not disclosed in sources
Paid
From $19.99
- Entry paid tier per third-party comparison
- Flat-rate pricing model
Enterprise
Not disclosed
- Advertised 'Free to Enterprise' plans
- Self-hosting option documented
Security
No confirmed breaches; one unverified GitHub vulnerability report against open-source deepeval; self-hosting security docs published but no dedicated security page found.
- Vulnerability reported in deepeval (GitHub issue #2294)A GitHub issue filed Nov 10, 2025 references a vulnerability in the deepeval project; specifics were not verifiable in the sources reviewed.10
What users say
Formal reviews are sparse but positive — 4.6/5 on G2 from just 5 reviews — while Reddit threads on eval platforms repeatedly surface Confident AI as an option.
Alternatives
Compare Confident AI with each alternative.
DeepEval
Free open-source eval framework; enough for solo devs and small teams.
Langfuse
Open-source LLM observability; fit if tracing matters more than evals.
LangSmith
Natural pick if your stack already sits in the LangChain ecosystem.
Confident AI vs LangSmithBraintrust
Direct eval-platform rival with its own published comparison.
Confident AI vs BraintrustFull analysis
Based on ~20 public sources; review volume is thin (5 G2 reviews) and many comparison pages are vendor-authored.
Sources
- Confident AI Pricing: Free to Enterprise LLM Evaluation Plansconfident-ai.comofficial
review
review
- Braintrust vs. Confident AI comparisonbraintrust.devreview
- Comparing 7 Best AI Evaluation Tools and Platformstruefoundry.comreview
review
- DeepEval on GitHubgithub.comofficial
- Security & Compliance for Self-Hosted Deploymentsconfident-ai.comsecurity
security
- Confident AI on Y Combinatorycombinator.comnews
- Confident AI Raises $2.2M Seed Roundapp.dealroom.conews
- How Humach used Confident AI to ship voice AI 200% fasterconfident-ai.comofficial
review
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