diff --git a/CHANGELOG.next.asciidoc b/CHANGELOG.next.asciidoc
index 14232d2cc1f..ccac6ce5650 100644
--- a/CHANGELOG.next.asciidoc
+++ b/CHANGELOG.next.asciidoc
@@ -218,6 +218,7 @@ Setting environmental variable ELASTIC_NETINFO:false in Elastic Agent pod will d
 - Add request trace logging to http_endpoint input. {issue}36951[36951] {pull}36957[36957]
 - Made GCS input GA and updated docs accordingly. {pull}37127[37127]
 - Suppress and log max HTTP request retry errors in CEL input. {pull}37160[37160]
+- Prevent CEL input from re-entering the eval loop when an evaluation failed. {pull}37161[37161]
 
 *Auditbeat*
 
diff --git a/x-pack/filebeat/docs/inputs/input-cel.asciidoc b/x-pack/filebeat/docs/inputs/input-cel.asciidoc
index 786f98aa842..7c6c0ca0469 100644
--- a/x-pack/filebeat/docs/inputs/input-cel.asciidoc
+++ b/x-pack/filebeat/docs/inputs/input-cel.asciidoc
@@ -140,7 +140,7 @@ The field should be an array, but in the case of an error condition in the CEL p
 
 <3> If `rate_limit` is present it must be a map with numeric fields `rate` and `burst`. The `rate_limit` field may also have a string `error` field and other fields which will be logged. If it has an `error` field, the `rate` and `burst` will not be used to set rate limit behavior. The {mito_docs}/lib#Limit[Limit], and {mito_docs}/lib#OktaRateLimit[Okta Rate Limit policy] and {mito_docs}/lib#DraftRateLimit[Draft Rate Limit policy] documentation show how to construct this field.
 
-<4> The evaluation is repeated with the new state, after removing the events field, if the "want_more" field is present and true, and a non-zero events array is returned.
+<4> The evaluation is repeated with the new state, after removing the events field, if the "want_more" field is present and true, and a non-zero events array is returned. If the "want_more" field is present after a failed evaluation, it is set to false.
 
 The `status_code`, `header` and `rate_limit` values may be omitted if the program is not interacting with an HTTP API end-point and so will not be needed to contribute to program control.
 
diff --git a/x-pack/filebeat/input/cel/input.go b/x-pack/filebeat/input/cel/input.go
index 69b4da8ac44..b65fb660314 100644
--- a/x-pack/filebeat/input/cel/input.go
+++ b/x-pack/filebeat/input/cel/input.go
@@ -978,12 +978,14 @@ func evalWith(ctx context.Context, prg cel.Program, state map[string]interface{}
 	}
 	if err != nil {
 		state["events"] = errorMessage(fmt.Sprintf("failed eval: %v", err))
+		clearWantMore(state)
 		return state, fmt.Errorf("failed eval: %w", err)
 	}
 
 	v, err := out.ConvertToNative(reflect.TypeOf((*structpb.Struct)(nil)))
 	if err != nil {
 		state["events"] = errorMessage(fmt.Sprintf("failed proto conversion: %v", err))
+		clearWantMore(state)
 		return state, fmt.Errorf("failed proto conversion: %w", err)
 	}
 	switch v := v.(type) {
@@ -993,10 +995,21 @@ func evalWith(ctx context.Context, prg cel.Program, state map[string]interface{}
 		// This should never happen.
 		errMsg := fmt.Sprintf("unexpected native conversion type: %T", v)
 		state["events"] = errorMessage(errMsg)
+		clearWantMore(state)
 		return state, errors.New(errMsg)
 	}
 }
 
+// clearWantMore sets the state to not request additional work in a periodic evaluation.
+// It leaves state intact if there is no "want_more" element, and sets the element to false
+// if there is. This is necessary instead of just doing delete(state, "want_more") as
+// client CEL code may expect the want_more field to be present.
+func clearWantMore(state map[string]interface{}) {
+	if _, ok := state["want_more"]; ok {
+		state["want_more"] = false
+	}
+}
+
 func errorMessage(msg string) map[string]interface{} {
 	return map[string]interface{}{"error": map[string]interface{}{"message": msg}}
 }