
The collaboration layer for AI engineering teams
The collaboration layer for AI engineering teams
12 alternatives to Puddl, matched by what they do.
| Rank | Tool & Tagline | Official Domain | Monthly Visits | MoM Growth | Pricing Model | Primary Market | Rating | Compare |
|---|
| ● | Puddl | puddl.io | 0 | 0 (0%) | Free | Global | — | Profile |
| 1 | PromptLayer | promptlayer.com | 85.9K | -4.18K (-4.6%) | Free Trial, Contact for Pricing | United States | 4.5 | Compare |
| 2 | Arize AI | arize.com | 249.03K | 7.67K (+3.2%) | Paid, Contact for Pricing | United States | 4.6 | Compare |
| 3 | Maxim AI | getmaxim.ai | 121.35K | 11.07K (+10%) | Contact for Pricing, Free Open Source | India | 4.3 | Compare |
| 4 | Raindrop | raindrop.ai | 42.81K | -9.63K (-18.4%) | Free Trial, Paid, Contact for Pricing | United States | 4.4 | Compare |
| 5 | Otterly.ai | otterly.ai | 122.39K | 3.59K (+3%) | Free Trial, Paid | United States | 4.5 | Compare |
| 6 | Fiddler AI | fiddler.ai | 44.2K | -5.04K (-10.2%) | Contact for Pricing | United States | 4.4 | Compare |
| 7 | honeyhive.ai | honeyhive.ai | 8.84K | -9.75K (-52.5%) | Freemium, Contact for Pricing | United States | 4.4 | Compare |
| 8 | Athina AI | athina.ai | 6.92K | 1.21K (+21.3%) | Freemium, Contact for Pricing | United States | 4.4 | Compare |
| 9 | ClearML | clear.ml | 20.12K | -31.39K (-60.9%) | Contact for Pricing | Germany | 4.3 | Compare |
| 10 | Confident AI | confident-ai.com | 83.4K | -2.83K (-3.3%) | Freemium, Paid, Contact for Pricing | United States | 4.5 | Compare |
| 11 | Larridin | larridin.com | 52.56K | 16.54K (+45.9%) | Contact for Pricing | United States | 4.2 | Compare |
| 12 | Waikay | waikay.io | 10.09K | -2.69K (-21%) | Paid | United States | 4.1 | Compare |

The collaboration layer for AI engineering teams
The collaboration layer for AI engineering teams

Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production

Find and fix problems in your AI agents before users do
Find and fix problems in your AI agents before users do

Track and improve how AI search engines mention your brand
Track and improve how AI search engines mention your brand

The control plane for trusted enterprise agents and models
The control plane for trusted enterprise agents and models

Observe, evaluate and monitor AI agents in production
Observe, evaluate and monitor AI agents in production

Collaborative platform to build, test, and monitor LLM features
Collaborative platform to build, test, and monitor LLM features

Free / Open-sourceOpen AI infrastructure platform for managing GPU clusters and shipping models to production
Free / Open-sourceOpen AI infrastructure platform for managing GPU clusters and shipping models to production

Standardize LLM evaluation, observability, and red teaming across your whole org
Standardize LLM evaluation, observability, and red teaming across your whole org

AI value measurement platform connecting AI spend to real business outcomes
AI value measurement platform connecting AI spend to real business outcomes

See what AI models say about your brand — and fix it
See what AI models say about your brand — and fix it