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Head-to-head comparison

Helicone vs DeepEval

Compare Helicone and DeepEval side by side across pricing, features, ratings, pros, cons, best-fit use cases, and alternatives.

Feature comparison

Feature
Helicone
DeepEval
Category
llm-observability
llm-observability
Pricing
Free plan
Free plan
Free plan
API access
Mobile app
Browser extension
Team collaboration
Custom training
Self-hosted option
Offline mode
Multi-language support

Helicone pros and cons

Extremely easy integration via a one-line base-URL swap
Open source under Apache 2.0 and free to self-host
Tiny Docker image that runs almost anywhere
Gateway features like caching, failover, and rate limiting cut cost and improve reliability
Product is in maintenance mode after the Mintlify acquisition, with no roadmap
Long-term hosted-service viability is uncertain and migration may be needed
Usage-based overages mean the Pro price is a floor, not a cap

DeepEval pros and cons

pytest-style workflow fits developer habits
50+ research-backed metrics out of the box
Apache-2.0 and free to use
Covers RAG, agents, conversations, and safety
Eval reliability depends on judge model/config
Competitive, crowded evaluation category
Richer collaboration features require Confident AI cloud

Which one should you choose?

Best overall signal
Helicone

Selected using Toolglade popularity signals such as views and votes.

Best value signal
Helicone

Selected using free-plan availability and engagement signals.

Best for

Helicone

  • quick LLM request logging
  • self-hosted observability
  • gateway caching and failover
  • cost and usage monitoring
  • Teams wanting simple, cheap LLM logging

DeepEval

  • LLM unit testing
  • RAG evaluation
  • CI/CD quality gates
  • red-teaming and safety checks
  • Engineering teams treating evals like tests

FAQ

Is Helicone better than DeepEval?

It depends on your use case. Compare category fit, pricing, feature availability, and ratings before choosing.

Which tool has a free plan?

Helicone and DeepEval offer a free plan based on current Toolglade data.

Where can I find alternatives?

View Helicone alternatives or view DeepEval alternatives.