diff --git a/dev-packages/e2e-tests/test-applications/node-eve/agent/instructions.md b/dev-packages/e2e-tests/test-applications/node-eve/agent/instructions.md
index e67cae081e40..ecdf9ca459ad 100644
--- a/dev-packages/e2e-tests/test-applications/node-eve/agent/instructions.md
+++ b/dev-packages/e2e-tests/test-applications/node-eve/agent/instructions.md
@@ -4,5 +4,6 @@ You are a concise assistant used by an automated end-to-end test.
   for that place and answer in one short sentence using its result.
 - When the user asks to count items, call the `count_items` tool with the item names.
 - When the user asks you to trigger a failure, call the `fail_now` tool.
+- When the user asks to classify a ticket, call the `classify_ticket` tool with the ticket text.
 
 Do not ask follow-up questions.
diff --git a/dev-packages/e2e-tests/test-applications/node-eve/agent/tools/classify_ticket.ts b/dev-packages/e2e-tests/test-applications/node-eve/agent/tools/classify_ticket.ts
new file mode 100644
index 000000000000..9dd65a11fd90
--- /dev/null
+++ b/dev-packages/e2e-tests/test-applications/node-eve/agent/tools/classify_ticket.ts
@@ -0,0 +1,43 @@
+import { experimental_evaluate } from 'ai';
+import { Experimental_EvaluationMockModelV4 } from 'ai/test';
+import { defineTool } from 'eve/tools';
+import { z } from 'zod';
+
+// Runs a TypeSafe Jev evaluation so the e2e test can assert its `gen_ai.evaluate` span. The model is
+// mocked because the e2e environment has no TypeSafe credentials.
+const jev = new Experimental_EvaluationMockModelV4({
+  provider: 'gateway',
+  modelId: 'typesafe-ai/jev',
+  doEvaluate: async () => ({
+    answers: {
+      wantsRefund: { type: 'boolean', probability: 0.99 },
+      department: {
+        type: 'choice',
+        choice: 'billing',
+        probabilities: { billing: 0.64, technical: 0.36 },
+      },
+    },
+    usage: { inputTokens: 275, outputTokens: 20 },
+    warnings: [],
+  }),
+});
+
+export default defineTool({
+  description: 'Classify a support ticket. Call this when asked to classify a ticket.',
+  inputSchema: z.object({ ticket: z.string().min(1) }),
+  async execute({ ticket }) {
+    const { answers } = await experimental_evaluate({
+      model: jev,
+      state: ticket,
+      questions: {
+        wantsRefund: { type: 'boolean', instructions: 'Is a refund requested?' },
+        department: {
+          type: 'choice',
+          instructions: 'Which team should handle this?',
+          criteria: { billing: 'Charges and refunds', technical: 'Bugs and outages' },
+        },
+      },
+    });
+    return answers;
+  },
+});
diff --git a/dev-packages/e2e-tests/test-applications/node-eve/tests/eve.test.ts b/dev-packages/e2e-tests/test-applications/node-eve/tests/eve.test.ts
index 9099824bd7be..04ad1e5151f4 100644
--- a/dev-packages/e2e-tests/test-applications/node-eve/tests/eve.test.ts
+++ b/dev-packages/e2e-tests/test-applications/node-eve/tests/eve.test.ts
@@ -134,3 +134,34 @@ test('captures errors thrown inside an eve tool', async ({ baseURL }) => {
     transaction: expect.stringMatching(EVE_AGENT_PATH),
   });
 });
+
+test('captures a gen_ai.evaluate span for a Jev call inside an eve tool', async ({ baseURL }) => {
+  const traceSpansPromise = collectStreamedSpans(APP, spansOfTrace =>
+    ['gen_ai.execute_tool', 'gen_ai.evaluate'].every(op => spansOfTrace.some(span => getSpanOp(span) === op)),
+  );
+
+  const sessionId = await runAgentTurn(
+    baseURL!,
+    'Classify this ticket: I cannot log in, and I also want a refund for last month.',
+  );
+
+  const traceSpans = await traceSpansPromise;
+
+  const executeTool = traceSpans.find(span => getSpanOp(span) === 'gen_ai.execute_tool');
+  const evaluate = traceSpans.find(span => getSpanOp(span) === 'gen_ai.evaluate');
+
+  expect(executeTool?.attributes?.['gen_ai.tool.name']?.value).toBe('classify_ticket');
+
+  expect(evaluate?.name).toBe('evaluate typesafe-ai/jev');
+  expect(evaluate?.status).toBe('ok');
+  expect(evaluate?.attributes?.['sentry.origin']?.value).toBe('auto.vercelai.channel');
+  expect(evaluate?.attributes?.['gen_ai.operation.name']?.value).toBe('evaluate');
+  expect(evaluate?.attributes?.['gen_ai.request.model']?.value).toBe('typesafe-ai/jev');
+  expect(evaluate?.attributes?.['gen_ai.usage.input_tokens']?.value).toBe(275);
+  expect(evaluate?.attributes?.['gen_ai.usage.output_tokens']?.value).toBe(20);
+  expect(evaluate?.attributes?.['gen_ai.input.messages']?.value).toContain('refund for last month');
+  expect(evaluate?.attributes?.['gen_ai.conversation.id']?.value).toBe(sessionId);
+
+  expect(evaluate?.trace_id).toBe(executeTool?.trace_id);
+  expect(evaluate?.parent_span_id).toBe(executeTool?.span_id);
+});