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33 Best Moda Alternatives & Competitors
The top alternatives to Moda in the Observability, Prompts & Evals space, compared on features, pricing, and what they're best at.
Updated March 27, 2026
Why look beyond Moda?
Moda is a monitoring and reliability platform purpose-built for AI agents, positioned as "Datadog for agent workflows." Part of YC W2026, it was founded by Mohammad Al-Rasheed and Pranav Bedi, both University of Waterloo dropouts with AI agent production experience at Shopify, Notion, and Clio.
Common reasons users explore alternatives
- Only 2 people with no disclosed pricing, revenue, or customers
- Crowded observability space with Arize, Braintrust, LangSmith, and Datadog expanding
- No public pricing may slow self-serve developer adoption
- Detection confidence of 87-94% means some failures still slip through
Top alternatives to Moda
LangSmith
Trace visualization for LLM chains
Weights & Biases
ML experiment tracking
MLflow
OpenTelemetry-native tracing
Arize AI
ML observability with LLM support
Langfuse
Open-source LLM observability
Helicone
Datadog LLM
LLM monitoring within Datadog platform
Traceloop
OpenTelemetry
Braintrust
Real-time LLM logging and tracing
HoneyHive
Prompt management
Patronus AI
Automated LLM evaluation platform
Promptfoo
Phoenix
OpenTelemetry-based LLM and agent tracing
Portkey
Humanloop
Sentry
DeepEval
Ragas
RAG-specific evaluation framework
LangWatch
Multi-turn agent simulation testing
Galileo AI
LLM output quality evaluation
PromptLayer
Maxim AI
Distributed tracing for LLM and agent apps
Confident AI
DeepEval open-source evaluation framework
Opik
Agenta
Future AGI
Multimodal evaluation (text, image, audio, video)
Lunary
Parea AI
Ashr
Multi-modal synthetic testing
Sentrial
Agent failure root cause analysis
Athina AI
Chamber
ML infrastructure automation
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