Confident AI vs Humanloop: Pricing and Ratings Compared (2026)
Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for Confident AI and Humanloop side by side. This page compares data; it is not a hands-on review.
On the data: On the data below the two are close or not directly comparable, so we do not name a winner for this pair.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
Confident AI
Build reliable AI systems with best-in-class LLM evaluation and observability.
Best for you if:
- • You want leverages the popular open-source DeepEval framework for robust evaluations
Humanloop
Humanloop has been discontinued as of September 8, 2025.
Best for you if:
- • You want pioneered development platforms for LLM applications
| At a Glance | Confident AI | Humanloop |
|---|---|---|
Starts at | Free plan, paid from $19.99/user/mo, billed monthly Starter plan | Free plan |
Category | Analytics AI Observability | AI Observability AI Prompt Tools |
Rating | n/a | n/a |
Free plan | Yes | Yes |
Watch out for | n/a | VPC deployment is an add-on |
Choose Confident AI or Humanloop?
Choose Confident AI if
- You want leverages the popular open-source DeepEval framework for robust evaluations
- You want comprehensive solution covering both evaluation and observability for LLMs
- You work in analytics, not AI observability
Choose Humanloop if
- You want pioneered development platforms for LLM applications
- You want shaped industry standards for AI management and evaluation
- You work in AI observability, not analytics
In-Depth Analysis
Confident AI
Build reliable AI systems with best-in-class LLM evaluation and observability.
Confident AI's pricing starts fairly with a generous Free tier and a competitive Starter tier at $19.99/user/month.
Strengths
- Pro: Leverages the popular open-source DeepEval framework for robust evaluations.
- Pro: Comprehensive solution covering both evaluation and observability for LLMs.
- Pro: Designed to prevent regressions and ensure continuous improvement of AI systems.
- Pro: Offers enterprise-level security, compliance, and deployment options.
- Pro: Provides detailed tracing and debugging capabilities for LLM pipelines.
Weaknesses
- Con: Specific pricing details are not readily available on the website.
- Con: Requires integration with existing LLM frameworks or custom setups.
Key features
Humanloop
Humanloop has been discontinued as of September 8, 2025.
Humanloop has been discontinued as of September 8, 2025.
Watch out
VPC deployment is an add-on
Strengths
- Pro: Pioneered development platforms for LLM applications
- Pro: Shaped industry standards for AI management and evaluation
- Pro: Enabled safe and rapid AI adoption
Weaknesses
- Con: The platform is being sunsetted
- Con: No longer available for new users
- Con: Existing users need to transition off the platform
Key features
Plans and prices: Confident AI vs Humanloop
| Tool | Plans and prices | Source |
|---|---|---|
| Confident AI |
| confident-ai.com/pricing read Oct 20, 2026 |
| Humanloop |
| humanloop.com/pricing read Sep 27, 2026 |
Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on Confident AI pricing and Humanloop pricing.
Key Takeaways
Confident AI
- Choose if you want build reliable AI systems with best-in-class LLM evaluation and observability
Humanloop
- Choose if you want humanloop has been discontinued as of September 8, 2025
What the data shows
On the data below the two are close or not directly comparable, so we do not name a winner for this pair.
- Confident AI starts at $19.99/user/mo, billed monthly; Humanloop has no public paid plan price on file.
- Both have a free plan.
Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate
Frequently Asked Questions
How do Confident AI and Humanloop compare in 2026?
On the data below the two are close or not directly comparable, so we do not name a winner for this pair. Confident AI starts at $19.99/user/mo, billed monthly; Humanloop has no public paid plan price on file. Both have a free plan.
What are Confident AI and Humanloop used for?
Confident AI: Build reliable AI systems with best-in-class LLM evaluation and observability. Humanloop: Humanloop has been discontinued as of September 8, 2025.
What does Confident AI cost vs Humanloop?
Confident AI's cheapest paid plan is Starter at $19.99/user/mo, billed monthly; it also has a free plan. Humanloop has no public paid-plan price on file. Prices read on the vendors' pricing pages, latest check Oct 20, 2026.
What's the main difference between Confident AI and Humanloop?
Confident AI's main strength: leverages the popular open-source DeepEval framework for robust evaluations. Humanloop's main strength: pioneered development platforms for LLM applications.