refactor(llm): normalize Usage as inclusive total + non-overlapping breakdown (#26735)

packages/llm/test/provider/gemini.test.ts

@@ -1,6 +1,6 @@
 import { describe, expect } from "bun:test"
 import { Effect } from "effect"
-import { LLM, LLMError } from "../../src"
+import { LLM, LLMError, Usage } from "../../src"
 import { LLMClient } from "../../src/route"
 import * as Gemini from "../../src/protocols/gemini"
 import { it } from "../lib/effect"
@@ -198,9 +198,10 @@ describe("Gemini route", () => {
       expect(response.reasoning).toBe("thinking")
       expect(response.usage).toMatchObject({
         inputTokens: 5,
-        outputTokens: 2,
-        reasoningTokens: 1,
+        outputTokens: 3,
+        nonCachedInputTokens: 4,
         cacheReadInputTokens: 1,
+        reasoningTokens: 1,
         totalTokens: 7,
       })
       expect(response.events).toEqual([
@@ -210,20 +211,23 @@ describe("Gemini route", () => {
         {
           type: "request-finish",
           reason: "stop",
-          usage: {
+          usage: new Usage({
             inputTokens: 5,
-            outputTokens: 2,
-            reasoningTokens: 1,
+            outputTokens: 3,
+            nonCachedInputTokens: 4,
             cacheReadInputTokens: 1,
+            reasoningTokens: 1,
             totalTokens: 7,
-            native: {
-              promptTokenCount: 5,
-              candidatesTokenCount: 2,
-              totalTokenCount: 7,
-              thoughtsTokenCount: 1,
-              cachedContentTokenCount: 1,
+            providerMetadata: {
+              google: {
+                promptTokenCount: 5,
+                candidatesTokenCount: 2,
+                totalTokenCount: 7,
+                thoughtsTokenCount: 1,
+                cachedContentTokenCount: 1,
+              },
             },
-          },
+          }),
         },
       ])
     }),
@@ -257,12 +261,13 @@ describe("Gemini route", () => {
         {
           type: "request-finish",
           reason: "tool-calls",
-          usage: {
+          usage: new Usage({
             inputTokens: 5,
             outputTokens: 1,
+            nonCachedInputTokens: 5,
             totalTokens: 6,
-            native: { promptTokenCount: 5, candidatesTokenCount: 1 },
-          },
+            providerMetadata: { google: { promptTokenCount: 5, candidatesTokenCount: 1 } },
+          }),
         },
       ])
     }),