Athina AI
Collaborative AI development platform to build, test, and monitor LLM features
Data verified Sep 25, 2026
Score
About Athina AI
Athina AI is a collaborative platform where technical and non-technical teams manage prompts, run evaluations, prototype AI flows, and monitor LLM applications in production. It offers 50+ preset and custom evaluations, dataset experimentation, LLM tracing, and segmented analytics, all usable via UI or programmatically. It supports self-hosted deployment, custom models, and fine-grained access controls for secure enterprise use.
Commonly Cited Strengths & Limitations
Strengths
- Broad set of powerful tools usable from prototyping to production monitoring
- Comprehensive and user-friendly
Limitations
- Steep learning curve — the extensive feature set can overwhelm new users
- Pro and Enterprise pricing is not transparently displayed
Common Use Cases
- Building, testing and monitoring AI features
- Prototyping new AI ideas
- Evaluating datasets
- Managing and running prompts
- Monitoring production AI
Details
- Pricing Model
- Freemium
- Team Size
- Startup, Business, Enterprise
- Category
- Developer Tools
Who is Athina AI for?
Data Scientists
Compare datasets side-by-side and interact with datasets using SQL.
Product Managers
Build complex AI flows without engineering complexity using no-code AI engineering.
QA Teams
Human QA teams work side-by-side with AI evaluations to catch nuances automated evals might miss.
Engineers
Run prompts, flows, and evaluations programmatically in a few lines of code.
Frequently Asked Questions
Is Athina AI free?
Athina AI offers a free plan.
Does Athina AI have an API?
Yes, Athina AI provides an API for developers.
What does Athina AI integrate with?
Athina AI integrates with OpenAI, Azure OpenAI, AWS Bedrock.
Is Athina AI cloud-based or self-hosted?
Athina AI is offered as both cloud and self-hosted (hybrid) deployment.
What are the downsides of Athina AI?
Steep learning curve — the extensive feature set can overwhelm new users Also, Pro and Enterprise pricing is not transparently displayed
Who is Athina AI best for?
Athina AI is best suited for Data Scientists, Product Managers, QA Teams.
What can I use Athina AI for?
Common uses for Athina AI include building, testing and monitoring ai features, prototyping new ai ideas, evaluating datasets, managing and running prompts.
How does Athina AI compare to IBM API Connect?
Athina AI and IBM API Connect are both used for developer tools -- specifically dev infrastructure tools. See the full side-by-side comparison for pricing and feature differences.
Key Features
- Prompt ManagementManage, test and run prompts with any model, including custom models.
- EvaluateEvaluate datasets using 50+ preset evals or configure custom evals.
- ExperimentRe-generate datasets by changing the model, prompt, or retriever in a few clicks.
- AnnotateAllow your team to verify evaluation results and annotate datasets.
- PrototypePrototype powerful chains and run them programmatically.
- MonitoringMonitoring built natively for capturing LLM traces.
- TracingCaptures every step of your LLM flows so you can replay what happened.
- Online EvalsContinuous evaluations run on your logs as they come in for ongoing accuracy visibility.
- Segmented AnalyticsUnderstand how model performance changes over time and across different segments.
- CompareCompare eval scores by prompt, model, topic or customer ID.
- Access ControlsConfigure fine-grained permissions to control which users can access features and data.
- Self-hosted DeploymentsDeploy Athina entirely in your own VPC for complete data privacy.
- Custom ModelsAccess custom models and providers like Azure OpenAI and AWS Bedrock.
Integrations
Technical Details
- Deployment
- Hybrid
- Target Market
- B2B
- API
- Available
- Free Plan
- Available
Security & Compliance
Real Pricing from Verified Users
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