diff --git a/ai/internal/agent/agent.go b/ai/internal/agent/agent.go
index 0715b99..149b58f 100644
--- a/ai/internal/agent/agent.go
+++ b/ai/internal/agent/agent.go
@@ -158,7 +158,9 @@ func (a *Agent) Diagnose(ctx context.Context, req Request) (*Result, error) {
 	var prevID string
 	var diagnosis *diag.Diagnosis
 	pf := false
-	var usage any
+	// usage is summed over every turn: with previous_response_id each turn re-bills the whole context, so the
+	// last response alone understates the cost (seen 2026-10-08: 12 turns, last turn 11K input tokens).
+	usage := map[string]int{"input_tokens": 0, "output_tokens": 0, "total_tokens": 0, "turns": 0}
 	for turn := 1; turn <= a.cfg.MaxTurns && diagnosis == nil; turn++ {
 		res.Turns = turn
 		r := openai.Request{Model: a.cfg.Model, Input: input, Tools: defs, ToolChoice: "auto", MaxOutputTokens: a.cfg.MaxOutputTokens, ParallelToolCalls: &pf}
@@ -173,7 +175,10 @@ func (a *Agent) Diagnose(ctx context.Context, req Request) (*Result, error) {
 			finish(err)
 			return nil, err
 		}
-		usage = resp.Usage
+		usage["input_tokens"] += resp.Usage.InputTokens
+		usage["output_tokens"] += resp.Usage.OutputTokens
+		usage["total_tokens"] += resp.Usage.TotalTokens
+		usage["turns"]++
 		prevID = resp.ID
 		fcs := resp.FunctionCalls()
 		if len(fcs) == 0 {