Best AI Agent Evaluation Tools in 2026
Updated
29ranked
1free plans on this page
$0.01/molowest paid tier
8 Oct 2026last checked
Input list AI Agent Evaluation Tools 4 channels on this page · 6 of 32 spec lines stated by the makers
Ch Tool Free planPaid fromEvaluation methodsTool-call checksTrace ingestionSafety evaluationsRegression runsSDK language support Spec sheet Score
26 Inspect AI Free plannot statedPaid fromnot statedEvaluation methodsnot statedTool-call checksnot statedTrace ingestionnot statedSafety evaluationsnot statedRegression runsnot statedSDK language supportnot stated 0/8spec lines stated 6.4
27 Exgentic Free plannot statedPaid fromnot statedEvaluation methodscodeTool-call checksYesTrace ingestionnot statedSafety evaluationsnot statedRegression runsnot statedSDK language supportpython 3/8spec lines stated 6.3
28 Amazon Bedrock Data AutomationAmazon Web Services Free plannot statedPaid fromnot statedEvaluation methodsnot statedTool-call checksnot statedTrace ingestionnot statedSafety evaluationsnot statedRegression runsnot statedSDK language supportnot stated 0/8spec lines stated 6.2
29 Sensei Free plannot statedPaid fromnot statedEvaluation methodshybridTool-call checksnot statedTrace ingestionnot statedSafety evaluationsnot statedRegression runsYesSDK language supportjavascript 3/8spec lines stated 6.0
Compare all 4 in a table
| # | Tool | Score | Free plan | From | Free plan | Paid from | Evaluation methods | Tool-call checks |
|---|---|---|---|---|---|---|---|---|
| 26 | Inspect AI | 6.4 | Free plan | Free | — | — | — | — |
| 27 | Exgentic | 6.3 | No | — | — | — | code | Yes |
| 28 | Amazon Bedrock Data Automation | 6.2 | No | $0.01/mo | — | — | — | — |
| 29 | Sensei | 6.0 | No | — | — | — | hybrid | — |