gemini-2.5-flash-native-audio vs gemini-3.1-flash-live
gemini-2.5-flash-native-audio 採邀請制。下方的數字是即時費率,但要先取得工作空間的授權才能呼叫;如果你打算依據這份比較來開發,請先向我們申請開通。
gemini-3.1-flash-live 採邀請制。下方的數字是即時費率,但要先取得工作空間的授權才能呼叫;如果你打算依據這份比較來開發,請先向我們申請開通。
什麼情況選哪一個
音訊費率完全相同(每百萬輸入 $3、輸出 $12),工作階段機制也一樣——16 kHz 輸入、24 kHz 輸出的 PCM,128k 脈絡,純音訊 15 分鐘上限——較舊的 gemini-2.5-flash-native-audio 在文字上還略便宜,每百萬 $0.5 和 $2 對 $0.75 和 $4.5。功能上的分水嶺是工具行為:gemini-2.5-flash-native-audio 支援 NON_BLOCKING 函式宣告,工具執行期間模型可以繼續說話,而 gemini-3.1-flash-live 是循序式的,要等工具結果回傳才會回應——但它在文字、音訊和視訊之外增加了影像輸入。工具密集的對話選 2.5,需要影像輸入選 3.1。
Benchmark 成績
gemini-3.1-flash-live:供應商沒有公布 benchmark 成績。
gemini-2.5-flash-native-audio:公布了 8 項,但每一項都沒有夠多其他模型的成績,無法比較。
定價
| gemini-2.5-flash-native-audio | gemini-3.1-flash-live | Δ | |
|---|---|---|---|
| 音訊輸入 / 1M tokens | $3 | $3 | = |
| 音訊輸出 / 1M tokens | $12 | $12 | = |
| 文字輸入 / 1M tokens | $0.5 | $0.75 | 0.67× |
| 文字輸出 / 1M tokens | $2 | $4.5 | 0.44× |
費率取自網站建置時的即時目錄;各模型頁面都列有最新的價目。
兩者的相對位置:每 1M 音訊 tokens 的價格,涵蓋同一計費單位下全部 6 個即時語音對語音模型(對數尺度)
功能
| gemini-2.5-flash-native-audio | gemini-3.1-flash-live | |
|---|---|---|
| 思考控制 | 可設定 | 一律開啟 |
| 提示詞快取 | 隱式 + 顯式 | 隱式 + 顯式 |
| 快取存活時間 | 未公布 | 未公布 |
| 最小快取前綴 | 4096 個 token | 4096 個 token |
規格
| gemini-2.5-flash-native-audio | gemini-3.1-flash-live | |
|---|---|---|
| 輸入模態 | 文字 音訊 影片 | 文字 圖像 音訊 影片 |
| 輸出模態 | 文字 音訊 | 文字 音訊 |
| 發布日期 | - | 2026-03-26 |
| 知識截止日期 | 2025-01 | - |
| 聲音 | Any voice from the Gemini text-to-speech voice set native-audio output models switch languages naturally during a conversation. | Any voice from the Gemini text-to-speech voice set native-audio output models switch languages naturally during a conversation. |
| 工作階段功能 |
|
|
| 上下文視窗 | 131K | 131K |
規格摘錄自各供應商的文件;供應商沒有公布的項目就直接略過,不自行推測。 完整來源: gemini-2.5-flash-native-audio · gemini-3.1-flash-live
改一行程式碼就能在兩者之間切換
下面每個頁籤都列了這兩個模型 ID,要改的只有醒目標示的那兩行。端點、金鑰和請求格式都不變。
import asyncio, base64, json, websockets
URL = "wss://synthorai.io/v1/realtime?model=gemini-2.5-flash-native-audio"
# URL = "wss://synthorai.io/v1/realtime?model=gemini-3.1-flash-live" # 取消這一行的註解,並把上一行註解掉
# Send ONLY the Authorization header - the beta protocol is retired.
HEADERS = {"Authorization": "Bearer sk-syn-..."}
async def main():
async with websockets.connect(URL, additional_headers=HEADERS) as ws:
# 1) configure the speech-to-speech session
await ws.send(json.dumps({
"type": "session.update",
"session": {
"type": "realtime",
"output_modalities": ["audio"],
"audio": {"output": {"voice": "alloy"}},
},
}))
# 2) send input audio (base64 PCM16), then request a spoken reply
await ws.send(json.dumps({"type": "input_audio_buffer.append", "audio": pcm16_b64}))
await ws.send(json.dumps({"type": "input_audio_buffer.commit"}))
await ws.send(json.dumps({"type": "response.create"}))
# 3) stream the model's audio (and text) back
async for raw in ws:
ev = json.loads(raw)
if ev["type"] == "response.audio.delta":
play(base64.b64decode(ev["delta"])) # audio out
elif ev["type"] == "response.done":
break
asyncio.run(main())import WebSocket from "ws";
const ws = new WebSocket("wss://synthorai.io/v1/realtime?model=gemini-2.5-flash-native-audio", {
// const ws = new WebSocket("wss://synthorai.io/v1/realtime?model=gemini-3.1-flash-live", { // 取消這一行的註解,並把上一行註解掉
// Send ONLY the Authorization header — the beta protocol is retired.
headers: { Authorization: "Bearer sk-syn-..." },
});
ws.on("open", () => {
// configure the speech-to-speech session
ws.send(JSON.stringify({ type: "session.update", session: {
type: "realtime", output_modalities: ["audio"], audio: { output: { voice: "alloy" } },
} }));
// send input audio (base64 PCM16), then request a spoken reply
ws.send(JSON.stringify({ type: "input_audio_buffer.append", audio: pcm16Base64 }));
ws.send(JSON.stringify({ type: "input_audio_buffer.commit" }));
ws.send(JSON.stringify({ type: "response.create" }));
});
ws.on("message", (raw) => {
const ev = JSON.parse(raw.toString());
if (ev.type === "response.audio.delta") playAudio(Buffer.from(ev.delta, "base64")); // audio out
else if (ev.type === "response.done") ws.close();
});# Realtime is a WebSocket protocol - use a WS client such as websocat.
# Each line below is one OpenAI Realtime event (JSON) sent to the session.
websocat -H 'Authorization: Bearer sk-syn-...' \
'wss://synthorai.io/v1/realtime?model=gemini-2.5-flash-native-audio' <<'EOF'
# 'wss://synthorai.io/v1/realtime?model=gemini-3.1-flash-live' <<'EOF' # 取消這一行的註解,並把上一行註解掉
{"type":"session.update","session":{"type":"realtime","output_modalities":["audio"],"audio":{"output":{"voice":"alloy"}}}}
{"type":"input_audio_buffer.append","audio":"<base64-pcm16>"}
{"type":"input_audio_buffer.commit"}
{"type":"response.create"}
EOF
# Responses stream back as response.audio.delta (base64 audio out) … response.donepackage main
import (
"net/http"
"github.com/gorilla/websocket"
)
func main() {
h := http.Header{}
h.Set("Authorization", "Bearer sk-syn-...")
// Send ONLY the Authorization header — the beta protocol is retired.
c, _, err := websocket.DefaultDialer.Dial("wss://synthorai.io/v1/realtime?model=gemini-2.5-flash-native-audio", h)
// c, _, err := websocket.DefaultDialer.Dial("wss://synthorai.io/v1/realtime?model=gemini-3.1-flash-live", h) // 取消這一行的註解,並把上一行註解掉
if err != nil {
panic(err)
}
defer c.Close()
// configure the speech-to-speech session, send audio, request a spoken reply
c.WriteJSON(map[string]any{"type": "session.update", "session": map[string]any{
"type": "realtime", "output_modalities": []string{"audio"},
"audio": map[string]any{"output": map[string]any{"voice": "alloy"}}}})
c.WriteJSON(map[string]any{"type": "input_audio_buffer.append", "audio": pcm16B64})
c.WriteJSON(map[string]any{"type": "input_audio_buffer.commit"})
c.WriteJSON(map[string]any{"type": "response.create"})
for {
var ev struct {
Type string `json:"type"`
Delta string `json:"delta"`
}
if err := c.ReadJSON(&ev); err != nil {
return
}
if ev.Type == "response.audio.delta" {
playAudio(ev.Delta) // base64 audio out
} else if ev.Type == "response.done" {
return
}
}
}import java.net.URI;
import java.net.http.HttpClient;
import java.net.http.WebSocket;
import java.util.concurrent.CompletionStage;
// JDK built-in WebSocket — no extra dependency needed.
WebSocket ws = HttpClient.newHttpClient().newWebSocketBuilder()
.header("Authorization", "Bearer sk-syn-...")
// Send ONLY the Authorization header — the beta protocol is retired.
.buildAsync(URI.create("wss://synthorai.io/v1/realtime?model=gemini-2.5-flash-native-audio"), new WebSocket.Listener() {
// .buildAsync(URI.create("wss://synthorai.io/v1/realtime?model=gemini-3.1-flash-live"), new WebSocket.Listener() { // 取消這一行的註解,並把上一行註解掉
public CompletionStage<?> onText(WebSocket w, CharSequence data, boolean last) {
// handle response.audio.delta (base64 audio out) / response.done here
w.request(1);
return null;
}
}).join();
// configure the session, send input audio, then request a spoken reply
ws.sendText("{\"type\":\"session.update\",\"session\":{\"type\":\"realtime\",\"output_modalities\":[\"audio\"],\"audio\":{\"output\":{\"voice\":\"alloy\"}}}}", true);
ws.sendText("{\"type\":\"input_audio_buffer.append\",\"audio\":\"<base64-pcm16>\"}", true);
ws.sendText("{\"type\":\"input_audio_buffer.commit\"}", true);
ws.sendText("{\"type\":\"response.create\"}", true);常見問題
gemini-2.5-flash-native-audio 和 gemini-3.1-flash-live 哪個比較便宜?
兩者的「音訊輸入 / 1M tokens」相同($3),這一項分不出高下,請看下方的規格與功能。
可以只串接一次,就對 gemini-2.5-flash-native-audio 和 gemini-3.1-flash-live 做 A/B 測試嗎?
可以。兩個模型都走同一個 OpenAI 相容端點,用的也是同一把 API 金鑰,切換時只要改一行裡的模型名稱字串。你可以把一部分流量分別導到兩邊,再直接比較帳單。
gemini-2.5-flash-native-audio 與 gemini-3.1-flash-live 支援提示詞快取嗎?
我們的資料來源只列出其中一個模型的快取讀取價格;沒有列出費率的那一個,代表它的供應商沒有為快取讀取另訂價格。