1
Fiddler
fiddler.aiAlso covers llm · same kind of online tool
Fiddler provides evaluation, monitoring, enforcement, governance, and cost controls for enterprise AI agents.
Alternatives
The Best Ragas Alternatives in 2026
24 alternatives0 free · 1 open source
Looking for something like Ragas? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 1 are open source.
Ragas provides an evaluation framework for AI applications, according to its documentation page.
Top picks at a glance
First suggestionFiddlerFiddler provides evaluation, monitoring, enforcement…Open source optionopenai/evalsEvals is a framework for evaluating LLMs and LLM systems…Another optionEvaluating Large Language ModelsUncover LLM evaluation's importance and explore methods for…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Fiddler | — | Not stated | Web |
| 2 | Evaluating Large Language Models | — | Not stated | Web |
| 3 | LLM Evaluation | — | Not stated | Web |
| 4 | LLM Evaluation Metrics: Everything You Need for LLM Evaluation - Confident AI | — | Not stated | Web |
| 5 | openai/evals | — | Yes | — |
| 6 | qcri/LLMeBench | — | Not stated | — |
| 7 | InfraNodus | Free trial | Not stated | Web |
| 8 | UBIAI | — | Not stated | Web |
| 9 | AgentOps | — | Not stated | Web |
| 10 | Indico LLM Leaderboard | — | Not stated | Web |
All Ragas alternatives
2
Evaluating Large Language Models
lakera.ai/blog/large-language-model-evaluationAlso covers llm
Uncover LLM evaluation's importance and explore methods for assessing its performance and impact across industries.
3
LLM Evaluation
llm-eval.github.ioAlso covers llm
Research on evaluation of LLMs conducted by Microsoft Research and other collaborated institutes. (Updated at: 2023/10).
4
LLM Evaluation Metrics: Everything You Need for LLM Evaluation - Confident AI
confident-ai.com/blog/llm-evaluation-metrics-e…Also covers llm
This guide explains LLM evaluation metrics, including measures for retrieval augmented generation and agents, with DeepEval examples.
5
Also covers llm · open source
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
6
qcri/LLMeBench
github.com/qcri/LLMeBenchAlso covers llm
LLMeBench provides a flexible framework for benchmarking large language models.
7
Also covers llm · same kind of online tool
InfraNodus analyzes text with knowledge graphs to reveal themes and gaps across notes, PDFs, surveys, search results, and other data.
8
UBIAI
ubiai.toolsAlso covers llm · same kind of online tool
UBIAI provides tools for fine-tuning domain-specific language models and developing AI platforms.
9
AgentOps
agentops.aiAlso covers llm · same kind of online tool
AgentOps provides tools to trace, debug, and deploy AI agents, with a Python package and engineering resources.
10
Indico LLM Leaderboard
indicodata.ai/llmAlso covers llm
Indico benchmarks language models on extractive, classification, and predictive tasks.
11
Simple Bench
simple-bench.comAlso covers llm
SimpleBench evaluates everyday reasoning by comparing language models with human performance.
12
Deploybase
deploybase.aiAlso covers llm
Deploybase compares GPU cloud and language model API prices, performance benchmarks, and provider market data.
13
OpenRouter
openrouter.ai/rankingsAlso covers llm
OpenRouter publishes language model rankings based on real usage through its API.
14
PricePerToken
pricepertoken.comAlso covers llm
PricePerToken compares API costs for language models from multiple providers.
15
LifeArchitect
lifearchitect.ai/models-tableAlso covers llm
LifeArchitect publishes a reference table of language models and their specifications and data points.
16
Enkrypt AI
enkryptai.comAlso covers llm
Enkrypt AI provides security and compliance tools to detect threats, remove vulnerabilities, and monitor AI system performance.
17
LLMrefs
llmrefs.comAlso covers llm
LLMrefs tracks brand visibility, rankings, and citations across generative AI search tools and benchmarks competitors.
18
LLM Testing Guide
go.kolena.com/llm-testing-guideAlso covers llm
A free downloadable guide covering strategies for testing large language models and analyzing their behavior.
19
LynxKite
lynxkite.comAlso covers llm
LynxKite provides GPU-accelerated graph analytics for applications including drug discovery.
20
LLM Pricing
llm-prices.comAlso covers llm
Calculate language model API costs using input, cached input, and output token counts.
21
AgentBench: Evaluating LLMs as Agents
huggingface.co/papers/2308.03688Also covers llm
AgentBench evaluates large language models acting as agents through a research paper and discussion page.
22
OpenLM Arena
openlm.ai/chatbot-arenaAlso covers llm
OpenLM Arena compares open language models through leaderboards and benchmark results.
23
NuExtract 2.0 by NuMind
numind.ai/blog/outclassing-frontier-llms----nu…Also covers llm
NuExtract extracts structured JSON and Markdown from documents using multimodal language models.
24
Canaryarena
canaryarena.aiAlso covers llm
Canaryarena ranks AI models through chat, comparison, and community voting.
No alternatives match this filter.
Alternatives to similar tools
openai/evals24 alternativesNuExtract 2.0 by NuMind24 alternativesqcri/LLMeBench24 alternativesIndico LLM Leaderboard24 alternativesDeploybase24 alternativesAgentBench: Evaluating LLMs as Agents24 alternatives
What is the best alternative to Ragas?
Based on features, tags and platforms, the closest alternatives to Ragas are Fiddler, Evaluating Large Language Models, and LLM Evaluation.
Are there open-source alternatives to Ragas?
Yes: openai/evals.
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative