1
Sola Security
sola.securityAlso covers environment
Sola Security provides a shared security context layer that helps teams and agents answer questions about their environment.
Alternatives
The Best ai-evaluation Alternatives in 2026
24 alternatives0 free · 12 open source
Looking for something like ai-evaluation? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 12 are open source.
About ai-evaluationgithub.com/future-agi/agent-learning-kit
Visitagent-learning-kit provides an evaluation and simulation environment for AI-related workflows.
Top picks at a glance
First suggestionSola SecuritySola Security provides a shared security context layer that…Open source optionianarawjo/ChainForgeAn open-source visual programming environment for…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Sola Security | — | Not stated | Web |
| 2 | ianarawjo/ChainForge | — | Yes | — |
| 3 | VeritasGraph | — | Not stated | — |
| 4 | Fiddler | — | Not stated | Web |
| 5 | Zerve | — | Not stated | Web |
| 6 | Flexor | — | Not stated | Web |
| 7 | Giskard | — | Yes | — |
| 8 | BambooAI | — | Yes | — |
| 9 | Modin | — | Yes | — |
| 10 | opendatalab/MinerU | — | Not stated | — |
All ai-evaluation alternatives
2
Also covers environment · same kind of open-source project · open source
An open-source visual programming environment for battle-testing prompts to LLMs.
3
VeritasGraph
github.com/bibinprathap/VeritasGraphAlso covers ai agents and python · same kind of open-source project
VeritasGraph combines knowledge graphs and GraphRAG for multi hop reasoning and attributed retrieval over user data.
4
Fiddler
fiddler.aiAlso covers ai agents
Fiddler provides evaluation, monitoring, enforcement, governance, and cost controls for enterprise AI agents.
5
Zerve
zerve.aiAlso covers ai agents
Zerve supports research and analytics workflows, with AI agents for data discovery, analysis, reports and production deployment.
6
Flexor
flexor.aiAlso covers ai agents
Flexor prepares and retrieves unstructured data as context for AI agents, workflows, and enterprise decisions.
7
Also covers python · same kind of open-source project · open source
Giskard provides open source evaluation and testing tools for LLM agents.
8
Also covers ai agents · same kind of open-source project · open source
BambooAI analyzes data with a language model in a persistent Python kernel and supports web and Docker workflows.
9
Also covers python · same kind of open-source project · open source
Modin scales Pandas data workflows by changing a single line of code in a project.
10
opendatalab/MinerU
github.com/opendatalab/MinerUAlso covers python · same kind of open-source project
MinerU converts complex PDF and Office documents into Markdown or JSON for AI workflows.
11
Also covers ai agents
Cekura tests voice agents before launch and monitors production conversations for instruction-following, tool calls, and response quality.
12
MyLens
mylens.aiAlso covers ai agents
MyLens creates narrated, visual presentations from documents, sources, and ideas using AI agents.
13
AgentOps
agentops.aiAlso covers ai agents
AgentOps provides tools to trace, debug, and deploy AI agents, with a Python package and engineering resources.
14
Context Data
contextdata.aiAlso covers ai agents
InterLock proxies AI agent requests to databases, files, and APIs, applying policies, redacting fields, and auditing activity.
15
Also covers python · same kind of open-source project · open source
Adala automates data labeling through an autonomous agent framework for organizing labeled datasets.
16
Rhesis
github.com/rhesis-ai/rhesisAlso covers python · same kind of open-source project
Rhesis helps AI teams annotate and review agent behavior so engineers can improve their agents.
17
Pycaret
github.com/pycaret/pycaretAlso covers python · same kind of open-source project
PyCaret provides a low code AutoML platform for Python, with a scikit-learn native engine and React control plane.
18
Also covers python · same kind of open-source project · open source
nilearn provides Python tools for machine learning and neuroimaging analysis.
19
Also covers python · same kind of open-source project · open source
pytorch tabular provides a unified framework for deep learning models on tabular data.
20
Also covers python · same kind of open-source project · open source
PyTorch Frame provides a library for applying deep learning models to tabular data.
21
Also covers python · same kind of open-source project · open source
A Python package to assess and improve fairness of machine learning models.
22
Also covers python · same kind of open-source project · open source
Feature Engine provides Python tools for feature engineering and selection that are compatible with scikit-learn.
23
Also covers python · same kind of open-source project · open source
Python package which helps to debug machine learning classifiers and explain their predictions.
24
Also covers python · same kind of open-source project · open source
An open source Python library for drift detection in machine learning systems.
No alternatives match this filter.
Alternatives to similar tools
Giskard24 alternativesianarawjo/ChainForge24 alternativesFeature Engine24 alternativesSola Security16 alternativesVeritasGraph24 alternativesPyTorch Frame24 alternatives
What is the best alternative to ai-evaluation?
Based on features, tags and platforms, the closest alternatives to ai-evaluation are Sola Security, ianarawjo/ChainForge, and VeritasGraph.
Are there open-source alternatives to ai-evaluation?
Yes: ianarawjo/ChainForge, Giskard, BambooAI, and Modin.
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