Voice & audio
8 AI voice models compared: speed, price and sound quality
Compare eight voice models using blind listening rankings, speed measurements from a shared source and community reports on quality, cost and practical issues.

TL;DR Review conclusion
- For a balance of sound quality and price, start by auditioning Eleven v4 Turbo. Its blind listening score is almost identical to v4’s, while its published API price per character is half as much.
- Among the four candidates with comparable speed data, Inworld TTS-2 Flash started producing sound the fastest; Among cloud models billed by characters, it was also the cheapest, with MiniMax Speech 2.8 HD being the most expensive.
- Include MiniMax in your listening tests for long narration, and try Gemini 3.8 Flash TTS for two-speaker dialogue. Qwen3-TTS suits users willing to deploy it themselves; hardware and inference software have a substantial effect on speed.
This comparison covers eight AI voice models, looking at sound quality, time to first audible audio and cost, with practical community feedback to complement the rankings. Different ElevenLabs and MiniMax versions count separately. The article compiles public evaluations and firsthand accounts; we did not run a controlled recording test across all models.
Sound quality, speed, and price of 8 models
| Model | Blind Listening Elo ↑ | Time to first audible audio ↓ | Public Price (USD) |
|---|---|---|---|
| Eleven v4 Turbo | 1330 ± 18 | 191 ms | $40 per million characters |
| Eleven v4 | 1329 ± 17 | Not covered by the cited source | $80 per million characters |
| Cartesia Sonic 3.6 | 1285 ± 15 | 289 ms | Startup: $49/month, including 1.25 million characters; Equivalent to $39.20 per million characters when fully used |
| Gemini 3.8 Flash TTS | 1275 ± 15 | Not covered by the cited source | Input $0.50/million text tokens; Output $9/million audio tokens |
| Inworld Realtime TTS-2 Flash | 1220 ± 13 | 60 ms | On-Demand: $15 per million characters |
| MiniMax Speech 2.8 HD | 1173 ± 11 | Not covered by the cited source | $100 per million characters |
| MiniMax Speech 2.8 Turbo | 1151 ± 11 | Not covered by the cited source | $60 per million characters |
| Qwen3-TTS 1.7B | Version not matched; score omitted | 104 ms, Baseten dedicated deployment | Self-hosting costs depend on hardware and runtime; hosted API pricing is separate |
Sound Quality: Artificial Analysis Provider Voice Arena , accessed on 2026-10-18; ± indicates a 95% interval. Each provider uses its own voice. Speed: Coval TTFA uses the trailing 30-day median shown on the page that day. It includes initial silence, excludes connection setup time, and uses a test node in the eastern United States. Prices: ElevenLabs , Cartesia , Gemini , Inworld , MiniMax ; all prices exclude tax, regeneration and additional voice-cloning fees.
This table can compare audience preferences and cannot be directly used as a ranking for Chinese pronunciation or voice cloning. The ranges of the two Eleven models almost completely overlap, and a 1-point difference is not enough to determine which sounds better. The list also includes an entry for Qwen3 TTS, but it does not specify the 1.7B deployment version in this table, so no score is provided; Qwen-Audio-3.1-TTS-Plus is another cloud model.
Who is the fastest: Inworld Flash leads among comparable candidates
Inworld TTS-2 Flash's 60 ms is significantly lower than Eleven v4 Turbo and Sonic 3.6. For real-time voice interaction, it deserves priority testing. This conclusion only covers the four models with data in the table and does not represent the fastest in the entire market; leaving the remaining models blank does not mean they are slower.
This measures how soon audio becomes audible after text is sent. For a ten-minute narration, compare the time to finish the entire recording separately. Qwen’s 104 ms comes from a dedicated Baseten deployment, not a consumer graphics card. Differences reported by local users are discussed below.
Which is the most expensive: MiniMax HD; Which is cheapest depends on how you buy it
For a batch of text counted as 100,000 characters under each provider’s rules, synthesis costs $10 with MiniMax HD, $6 with Turbo, $8 with Eleven v4, $4 with v4 Turbo, and $1.50 with Inworld Flash on demand. MiniMax HD is the most expensive of these character-billed models, at about 6.7 times Inworld Flash’s price. Older reviews describing MiniMax as inexpensive often refer to web plans, promotions or third-party services; those claims cannot be applied directly to the provider’s own API.
Cartesia’s $39.20 figure assumes the entire Startup allowance is used. Even if you generate only a small amount of narration, the monthly fee is still $49; Pro costs $5 per month for 100,000 characters. Inworld’s $15 is an on-demand price without a monthly fee, and subscription unit prices can be lower. For small volumes, compare the actual monthly bill.
Gemini’s current output cost is approximately $0.81 per hour, plus input text charges. This price applies through December 31, 2026; the published output rate for 2027 is $1.62 per hour. Billing is based on audio tokens, so there is no single per-character price valid at every speaking rate. Qwen self-hosting has no uniform per-character quote; GPU rental and maintenance time still count.
Who Sounds the Best: Strengths and Issues in Community Feedback
Eleven v4 / v4 Turbo: Strong expressiveness, some voices can be overdone
If you have no unusual budget constraints and want to start with a small shortlist, try v4 Turbo first. This recommendation reflects its blind listening score close to v4’s and its lower API price. For character performances, it is still worth listening to both side by side.
In a September 28 r/ElevenLabs Experience Post , some users liked v4’s laughter, sighs and emotional changes. drlbradley said the noise at the ends of passages had disappeared, but speech was faster. Another ElevenReader user, Aeshulli, complained that quiet dialogue could suddenly turn into shouting. That report concerns the reader’s selected voice and settings; it does not establish that all API voices have the same issue.
Lana Weiss’s comparison using the same text is more specific: the author liked v4’s emotional dialogue but felt that a previously soft voice had become deeper and raspier. If an ongoing series already has a suitable narrator, check that the voice still sounds like the same person before upgrading.
MiniMax HD / Turbo: The long narration is worth trying, but the listening experience is mixed
In a Speech 2.8 HD usage post on r/TextToSpeech , the poster found it responsive and felt its intonation after switching languages was even better than the ElevenLabs voices they had tried, although it still sounded synthetic. They used the model through a third-party platform, so their impression of low cost does not apply to the provider’s own prices in the table above.
Technical video production record by the Meta Box team offers another perspective: the team found MiniMax’s English narration slightly more natural and more stable when generating three to four thousand characters at a time. However, they were dissatisfied with both providers’ Vietnamese pronunciation. Updated in May 2026, the article does not identify every model version. It provides useful long-form production experience, but does not establish that MiniMax outperforms the newly released Eleven v4.
If you've already selected the right MiniMax sound, first compare the same HD and Turbo recordings. HD is about 67% more expensive; If you don't notice significant improvement, there's no need to pay for the difference per narration.
Cartesia / Inworld: Focus on sound quality and response speed respectively
Sonic 3.6 has a higher blind listening score than Inworld Flash, while Inworld begins speaking sooner and has a lower on-demand price per character. If narration quality matters most, audition Sonic first. For conversational products that also need to handle many requests, test Inworld Flash first. These are selection judgments based on the table above.
A developer who builds voice assistants praised Cartesia’s sound and responsiveness in May 2026, but felt the entry-level allowance was too small and the next tier too expensive. This account predates Sonic 3.6 and illustrates small-volume users’ concerns about plans. Use the official prices above for current tiers and costs.
Gemini 3.8 Flash TTS: Tone instructions and two-speaker dialogue
Gemini lets you specify the speaker and tone sentence by sentence, which suits content with frequent dialogue revisions. The official documentation also offers a practical reminder: reusing the lengthy character descriptions used with older models can cause voice drift. Choose a voice first, then provide brief performance instructions.
The community material found for 3.8 mainly consists of launch discussions; independent accounts of long-form use remain limited. Its control features and published pricing are established, but demonstrations alone do not justify conclusions about stability over several consecutive hours.
Qwen3-TTS: Local sound is good, speed depends on implementation
A model-selection discussion on r/LocalLLaMA includes users who like Qwen3-TTS’s cloning quality but sometimes hear pauses resembling a person stuttering. Such details may be acceptable in conversation, but usually need another take in polished narration.
In another Local real-time demo post , the author uses an RTX 5090 and custom inference software, while an RTX 4070 Super user in the comments reports waiting two or three seconds. Cloud services are simpler when the goal is to deliver narration directly. If you need offline operation and are willing to tune the deployment, consider Qwen3-TTS .
Translated from our October 2026 editorial drafts. Original authors, source dates and references are preserved; prices and rankings reflect the cited editions.


