NVIDIA NeMo Evaluator
C
C tier on AI LLM Evaluation ToolsScore 6.8 · #14 of 30
- Android app
- Not listed
- Free plan
- Yes
- Runs on
- api, Linux, self-hosted
Summary
NVIDIA NeMo Evaluator is ranked #14 of 30 in AI LLM evaluation tools on Everything Xiaomi. It runs on API, Linux, Self-hosted. There is a free plan.
NVIDIA NeMo Evaluator plans and pricing
All plansCompared on AI LLM evaluation tools
- Evaluation methods
- Built-in benchmarks, exact match, fuzzy match, multiple-choice regex, answer-line, numeric match, code sandbox, LLM-as-judge, JSON-schema validation, regression comparison, quality gatesdeveloper.nvidia.com
- Model support
- OpenAI-compatible model endpoints, NVIDIA API Catalog, vLLM, NIM, local vLLM, SGLang, TensorRT-LLM, vision-language modelsdeveloper.nvidia.com
- Safety evaluations
- Yesdeveloper.nvidia.com
- Deployment
- self-hosteddeveloper.nvidia.com
- Prompt versioning
- Nodeveloper.nvidia.com
- API access
- Yesdeveloper.nvidia.com
Facts
- Purpose
- NeMo Evaluator evaluates generative AI applications, including LLMs, RAG pipelines, and AI agents.developer.nvidia.com · 1 Oct 2026
- Evaluation API
- Its API accepts an evaluation dataset, model name, and evaluation type, then returns results as a downloadable archive.developer.nvidia.com · 1 Oct 2026
- Agent evaluation
- A custom metric evaluates whether an AI agent called the correct function with the correct parameters.developer.nvidia.com · 1 Oct 2026
- RAG evaluation
- RAG evaluation can assess generator, embedding, and reranking models, including offline evaluation from supplied queries and responses.developer.nvidia.com · 1 Oct 2026
- LLM-as-a-judge
- LLM-as-a-judge supports open-ended response assessment, model comparison, RAG evaluation, and agent evaluation.developer.nvidia.com · 1 Oct 2026
- Benchmarks
- The product supports benchmarks such as MMLU, HellaSwag, and GSM8K for standardized model comparison and regression checks.developer.nvidia.com · 1 Oct 2026
- CI/CD integration
- NeMo Evaluator can integrate into CI/CD pipelines and data flywheels for continuous evaluation.developer.nvidia.com · 1 Oct 2026
- Model integration
- The customized model evaluated by NeMo can be deployed as NVIDIA NIM microservices.developer.nvidia.com · 1 Oct 2026
- Supported software
- Supported software includes Linux, Docker 23.0.1 or later, and Kubernetes 1.26.0 or later.docs.nvidia.com · 1 Oct 2026
- Infrastructure integrations
- The microservice uses Argo Workflows, PostgreSQL, Milvus, NeMo Data Store, and NIM for LLMs.docs.nvidia.com · 1 Oct 2026
- GPU requirement
- NeMo Evaluator itself does not require a GPU because inference is handled by NIM for LLMs.docs.nvidia.com · 1 Oct 2026
- Security limitations
- NeMo microservices provide no built-in rate limiting or internal user model, so operators must implement external authentication, authorization, and rate limiting.docs.nvidia.com · 1 Oct 2026
- Network exposure
- NVIDIA says the NeMo microservices are not intended to be internet-facing and should run as the logic tier in a three-tier architecture.docs.nvidia.com · 1 Oct 2026
- Support
- NVIDIA provides product support and customer-care chat through its support page.nvidia.com · 1 Oct 2026
Best NVIDIA NeMo Evaluator alternatives
See all 12
Where it ranks on Everything Xiaomi
- Best AI LLM Evaluation Tools in 2026#14 of 30
Is NVIDIA NeMo Evaluator yours?
Claim it for free: prove the domain, then correct facts, plans and screenshots. An editor reviews every change.
Sources
- developer.nvidia.com/nemo-evaluator/· checked 1 Oct 2026
- docs.nvidia.com/nemo/microservices/25.4.0/evaluate/supp· checked 1 Oct 2026
- docs.nvidia.com/nemo/microservices/25.9.0/set-up/securi· checked 1 Oct 2026
- nvidia.com/en-us/contact/· checked 1 Oct 2026