The 3 Best Ragas Alternatives in 2026
Looking for an alternative to Ragas? Below we compare the best ai evals & agent testing alternatives by pricing, free tiers, and what each is best for — so you can pick the right fit for your budget and stack.
Category
AI Evals & Agent Testing
Ragas pricing
Free tier available
Free tier
Yes
Alternatives
3 compared
Why look for a Ragas alternative?
Ragas is a solid ai evals & agent testing choice, but it isn't the right fit for everyone. The most common reasons teams evaluate alternatives:
- −Focused on RAG; agent evals still coming
- −No hosted dashboard
- −LLM-judged metrics cost tokens
Ragas vs Alternatives — Quick Comparison
Top Ragas Alternatives, Explained
1. DeepEval
Free tier4.6· Free · paid from $200/moDeepEval lets you write LLM tests the way you write unit tests: assert that an output passes metrics such as answer relevancy, hallucination, tool correctness or task completion, and run them with pytest in CI. It is Apache-2.0 licensed (about 19K GitHub stars) and ships 50+ research-backed metrics, including agent-specific ones. Its maker, Confident AI, hosts results, datasets and tracing: Free for 2 seats and 5 test runs a week, Starter $200/month per organization (unlimited seats, online evals, chat simulations), Team $2,000/month (SSO, SOC 2), and custom Enterprise.
- Feels like unit testing, runs in pytest
- Agent metrics like tool correctness
- Free and open source
2. Promptfoo
Free tier4.6· Free · paid plans by quotePromptfoo runs declarative test suites against your prompts, models and agents from the command line or CI, and compares outputs side by side across providers. Its red-teaming mode generates adversarial probes for jailbreaks, prompt injection, PII leaks and harmful output, which is why security teams use it. The core is MIT-licensed (about 26K GitHub stars) and the Community edition is free forever, including 10K red-team probes a month and self-hosting. Enterprise and On-Premise add team sharing, continuous monitoring, SSO and a compliance dashboard at custom prices. OpenAI agreed to acquire Promptfoo in March 2026 and said the open-source project would continue.
- Free and open source (MIT)
- Best-known red-teaming suite for LLM apps
- Config-file tests that run in CI
3. Coval
4.4· From $100/moCoval tests voice and chat agents the way self-driving teams test cars: it runs your agent against many simulated callers, personas and scenarios before launch, scores every conversation, then monitors live calls in production with alerts and human review queues. It has a REST API, CLI and MCP server, and states SOC 2 Type II, HIPAA and GDPR compliance. Starter is $100/month (100 simulation minutes, 1,000 monitored calls, $0.40 per extra simulation minute), Growth $500/month (1,000 simulation minutes, 10,000 monitored calls) and Enterprise from $4,500/month. Plans include unlimited seats and a 7-day trial that requires a card.
- Built for voice agents, with realistic simulated callers
- Testing and production monitoring in one
- Published prices and unlimited seats
Frequently Asked Questions
What are the best alternatives to Ragas in 2026?⌄
The best Ragas alternatives in 2026 are DeepEval, Promptfoo, Coval. Each is a ai evals & agent testing option you can compare on pricing, free tiers, and features in the table above.
Is there a free alternative to Ragas?⌄
Yes — DeepEval, Promptfoo offer free tiers, making them strong free Ragas alternatives for bootstrapped startups.
Why look for a Ragas alternative?⌄
A common reason teams switch is focused on rag; agent evals still coming. Beyond that, people compare ai evals & agent testing tools on pricing, specific feature gaps, ease of use, and whether an open-source or free-tier option exists — so they can pick the best fit for their stack and budget.
What is the cheapest Ragas alternative?⌄
DeepEval is among the most affordable Ragas alternatives — free · paid from $200/mo. Check the comparison table above for the full pricing breakdown.
Which Ragas alternative is rated highest?⌄
DeepEval is the highest-rated Ragas alternative in our catalog at 4.6 out of 5, making it a strong pick if you want a well-reviewed option.
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