Best TTS APIs 2026: 10 models compared by Elo and price

Simba 3.2 for voice agents and narration at volume: 47 ms to first audible audio from US East on 9 October 2026, and $10 per 1M characters, $6 on Scale. Simba 3.5 (21 October 2026) speaks 48 languages with every catalog voice.

Engineering and research · SpeechifyAIFirst published by Luke Oliff
Updated 5 min read
The Simba 3.2 sculpture, a satin silver wave crest, beside the headline Ten text to speech APIs, compared by blind-listening score and price, with the Artificial Analysis Speech Arena as read on 23 September 2026.
The Simba 3.2 sculpture, a satin silver wave crest, beside the headline Ten text to speech APIs, compared by blind-listening score and price, with the Artificial Analysis Speech Arena as read on 23 September 2026.

The best TTS API for a voice agent or a narration pipeline at volume in 2026 is SpeechifyAI’s Simba 3.2, on three dated numbers. From US East on 9 October 2026, it reached first audible audio in 47 ms over our WebSocket and 64 ms over HTTP at the warm median, the two lowest of the 13 endpoints we timed (our round). A month of 1M, 10M or 100M characters costs $10, $91 and $631, against $15, $150 and $1,200 for the next cheapest of the 13 per-character APIs we priced on 28 September 2026 (pricing snapshot). On the Artificial Analysis board of 13 October 2026 it was the cheapest model in the top ten, and no model was both cheaper and rated higher (board snapshot).

The top ten on 23 September 2026: Simba 3.2 costs the least

These are the ten highest-rated commercial models on the Artificial Analysis Speech Arena on 23 September 2026, alphabetical by provider; the one open-weights model in the board’s top ten is left out, because self-hosting is a different purchase (board snapshot).

Provider and modelEloPrice per 1M characters
Alibaba Qwen-Audio-3.0-TTS-Plus1,259$27.60
Cartesia Sonic 3.61,273$49.00
Google Gemini 3.1 Flash TTS1,199$18.30
Google Gemini 3.8 Flash TTS1,260$16.50
Google Gemini 3.8 Flash-Lite TTS1,235$11.00
Inworld Realtime TTS-21,245$20.80
Inworld Realtime TTS-2 Flash1,210$10.40
SpeechifyAI Simba 3.21,237$6.60
StepFun StepAudio 2.5 TTS1,199$85.00
VUI Labs Luna TTS1,230$15.00
Elo and price from the Artificial Analysis Speech Arena, provider-voice view, 92 models, read 23 September 2026 and kept as our reviewed snapshot of the full board. The price is Artificial Analysis’s estimate for 1M characters on each provider’s own API; for Simba 3.2 it assumes 80% use of a plan, and Simba 3.2’s list rates are $10 per 1M on Starter, $8 on Pro and $6 on Scale.

Latency: 47 ms to first audible audio from US East on 9 October 2026

On 9 October 2026 one open script timed 13 streaming endpoints from six providers on a Google Cloud VM in Ashburn, Virginia, with the same 12 texts and warm connections. The clock stops at the first 10 ms window above -45 dBFS, so leading silence counts against the vendor. Simba 3.2 reached first audible audio in a median of 47 ms over our WebSocket input stream and 64 ms over HTTP streaming, the two lowest of the 13; the script and every request are in the low-latency guide.

For a voice agent, send the LLM’s tokens to the WebSocket, GET /v1/audio/stream/ws, as they arrive, and each sentence is spoken as soon as it ends (how to wire it). For text you already have, one POST /v1/audio/stream streams audio as it is generated.

Price: the lowest of 13 APIs at each volume we priced on 28 September 2026

Simba 3.2 lists at $10 per 1M characters on the $10 Starter plan, $8 on the $99 Pro plan and $6 on the $499 Scale plan, billed per character with no seat licence. Simba 3.5, listed on 21 October 2026, is priced at twice that rate (pricing). On 28 September 2026 we priced 13 per-character APIs at their cheapest self-serve plan for each volume, from their own pages (pricing snapshot). At 1M, 10M and 100M characters a month Simba 3.2 costs $10, $91 and $631, against $15, $150 and $1,200 for the next cheapest. That’s a third of Deepgram Aura-2, a fifth of Cartesia, an eighth of Eleven v3 at 1M characters.

For narration at volume, move to Scale, where 100M characters a month comes to $631 (every provider’s monthly totals). To start, the Free plan covers 500,000 characters a month with no card, and commercial use is included on every plan.

Quality: no cheaper model rated higher on 23 September 2026

Artificial Analysis rates text to speech by blind listener votes turned into an Elo score. On 23 September 2026 Simba 3.2 scored 1,237 among 92 models, the cheapest model in the top ten at $6.60 per 1M characters on Artificial Analysis’s price, and no model on the board was both cheaper and rated higher (board snapshot). For a new integration, start on simba-3.5: in blind side-by-side listening in English, listeners preferred Simba 3.5 over Simba 3.2 in 63% of comparisons (95% CI 60-67%), as of October 2026 (fact sheet).

Simba 3.2 serves every English voice in the catalogue, cloned voices included, and since 21 October 2026 simba-3.5 speaks 48 languages under one model id, with every catalog voice and, on a paid plan, your cloned voices. Cloning a voice is self-serve from the Starter plan, with a spoken consent check inside the API.

Developer experience: LiveKit, Pipecat, the AI SDK and per-user limits

LiveKit ships Speechify plugins for Python and Node.js (guide), Pipecat ships SpeechifyHttpTTSService in its core package from pipecat-ai 1.8.0 (guide), and Speechify maintains @speechify/ai-sdk-provider for generateSpeech() in the Vercel AI SDK (guide).

A request can carry safety_identifier, a keyed hash of your own user id, so Speechify can limit or block one end user while the rest of your workspace keeps working. On 13 October 2026, the text-to-speech docs of OpenAI, ElevenLabs, Cartesia, Deepgram, Google Cloud, Amazon Polly and Azure documented no way to limit or block one end user (per-user limits).

The $10 Starter plan allows 15 concurrent requests, and every plan’s limits are published (limits by plan). The timestamped stream and the WebSocket return word-level speech marks for captions and read-along, and SSML sets pauses and speaking rate.

You can start free with no card and make this call, which streams Simba 3.5 audio from one request.

curl -X POST https://api.speechify.ai/v1/audio/stream \
  -H "Authorization: Bearer $SPEECHIFY_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "input": "The benchmark stopped being the interesting number.",
    "voice_id": "geffen_32",
    "model": "simba-3.5"
  }' \
  --output speech.mp3

See the docs to wire it into your stack, or build a LiveKit voice agent with Speechify TTS.

FAQ

Common questions

What is the best TTS API in 2026?
For voice agents and narration at volume, SpeechifyAI's Simba 3.2. From US East on 9 October 2026 it reached first audible audio in a median of 47 ms over WebSocket and 64 ms over HTTP, the two lowest of the 13 endpoints we timed. It lists at $10 per 1M characters, $6 on Scale, and on the 23 September 2026 Artificial Analysis board it was the cheapest model in the top ten, with no model both cheaper and rated higher. For new integrations, Simba 3.5 (21 October 2026) speaks 48 languages with every catalog voice, and listeners preferred it over Simba 3.2 in 63% of blind English comparisons.
What is the cheapest text-to-speech API?
SpeechifyAI, among the 13 per-character APIs we priced on 28 September 2026: on Simba 3.2, $10, $91 and $631 for 1M, 10M and 100M characters a month, against $15, $150 and $1,200 for the next cheapest. Simba 3.0 and 3.2 list at $10 per 1M characters, $6 on Scale, Simba 3.5 lists at twice that, and the Free plan covers 500,000 characters a month with no card.
How fast is Simba 3.2?
In our round of 9 October 2026, from a Google Cloud VM in Ashburn, Virginia, Simba 3.2 reached first audible audio in 47 ms at the warm median over the WebSocket input stream and 64 ms over HTTP streaming, the two lowest of the 13 endpoints we timed from US East.
Which TTS API can limit or block one end user instead of the whole account?
SpeechifyAI's. Send safety_identifier, a keyed hash of your own user id, and Speechify can limit or block that one end user while the rest of your workspace keeps working. On 13 October 2026, the text-to-speech docs of OpenAI, ElevenLabs, Cartesia, Deepgram, Google Cloud, Amazon Polly and Azure documented no way to do that.

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