Benchmark Almanac

Voice Arena Japanese

Gemini 3.8 Flash TTS 1,188 leads since September 2026
Gemini 3.8 Flash TTS 1,232 leads since September 2026
Only in system cards

Models generate speech in Japanese. Listeners compare anonymous clips, and preference votes determine independent language Elo ratings.

Each language has an independent leaderboard. Topic filters stay within its vote pool.

Made by
Voice Arena
Kind
Audio understanding and voice
Level
Everyday
Scored
Ranked by votes
Answers
Open-ended
Tasks
All public
Last in a system card
September 2026
Last model added
September 2026
Scores refreshed
November 12th, 2026
10
Entries on its own leaderboard, 6 models we track
2
System cards report it, from 1 lab

Gemini 3.8 Flash TTS leads with 1,188 among models released by September 2026

Best score per entry from the benchmark's own leaderboard, read on November 12th, 2026. Where a model ran with several settings or harnesses, we keep its best. Names in gray aren't in our model list: fine-tunes, agent systems, products and older models. They don't count toward leaders.

Gemini 3.8 Flash TTS leads with 1,232, claims included

Best score per model from every source, including labs’ own numbers and claims Epoch AI collected from reports and papers. Labs pick their own settings, so a claim can beat an independent run of the same model.

The newest model with a score here came out in September 2026, and nobody has tested a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:

Bars start at 700.

  1. 1 Gemini 3.8 Flash TTS 1,188
  2. 2 ElevenLabs Eleven v4 1,154
  3. 3 Gemini 3.8 Flash-Lite TTS 1,136
  4. 4 Gemini 3.1 Flash TTS 1,130
  5. 5 ElevenLabs Eleven v3 1,031
  6. 6 GPT-4o Mini TTS 959
  7. 7 Cartesia Sonic-3.5 952
  8. 8 Cartesia Sonic-3 847
  9. 9 Grok TTS 837
  10. 10 Dragon HD Omni 767

Source: Official Voice Arena Japanese leaderboard

#EntryScoreSettingDateSource
1 Gemini 3.8 Flash TTS 1,188 Sep 2026 Official leaderboard
2 ElevenLabs Eleven v4 1,154 Official leaderboard
3 Gemini 3.8 Flash-Lite TTS 1,136 Sep 2026 Official leaderboard
4 Gemini 3.1 Flash TTS 1,130 Apr 2026 Official leaderboard
5 ElevenLabs Eleven v3 1,031 Official leaderboard
6 GPT-4o Mini TTS 959 Mar 2025 Official leaderboard
7 Cartesia Sonic-3.5 952 Official leaderboard
8 Cartesia Sonic-3 847 Official leaderboard
9 Grok TTS 837 Apr 2026 Official leaderboard
10 Dragon HD Omni 767 Dec 2025 Official leaderboard
#ModelScoreSettingDateSource
1 Gemini 3.8 Flash TTS 1,232 Sep 2026 Lab model card
2 Gemini 3.8 Flash-Lite TTS 1,152 Sep 2026 Lab model card
3 Gemini 3.1 Flash TTS 1,130 Apr 2026 Official leaderboard
4 GPT-4o Mini TTS 959 Mar 2025 Official leaderboard
5 Grok TTS 837 Apr 2026 Official leaderboard
6 Dragon HD Omni 767 Dec 2025 Official leaderboard

Labs report scores for 2 models in their cards. Switch the scores above to rank them together.

3 models have held number one on the official leaderboard since 2023 3 models have held number one with claims included since 2023

Lab claims count from the day the card came out, independent runs from the model’s release.

OpenAI Google DeepMind
Own leaderboard Not tested since Sep 2026

Source: Official Voice Arena Japanese leaderboard

Scores over time

All the scores we have, one dot each, so a model tested at several settings appears more than once.

On the benchmark’s own leaderboard Reported by the lab in its model card
800 1,000 1,200 2025 2026 800 1,000 1,200 2025 2026

Sources: Official Voice Arena Japanese leaderboard and labs’ model cards

Labs report it only in system cards

We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark. Some system cards do, below.

2 system cards report it, from 1 lab

Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.

DateDocumentScoreAs the document writes itSection
Sep 23, 2026 Gemini 3.8 Flash TTS model card 1232 Voice Arena japanese, Elo, Gemini speech generation model page Capabilities
Sep 23, 2026 Gemini 3.8 Flash-Lite TTS model card 1152 Voice Arena japanese, Elo, Gemini speech generation model page Capabilities

2 lab claims next to the leaderboard

Each score a lab reported for its own model, beside the same model's best score on the leaderboard. Gaps mostly come from different harnesses, effort levels and task subsets. Every benchmark.

Model Lab says Board says Gap
Gemini 3.8 Flash TTS 1,232 Voice Arena japanese, Elo, Gemini speech generation model page 1,188 Leaderboard +44
Gemini 3.8 Flash-Lite TTS 1,152 Voice Arena japanese, Elo, Gemini speech generation model page 1,136 Leaderboard +16

More in Audio and video

All 233 in Audio and video
  • Video-MMMU In use 300 expert-level lecture videos with questions testing perception, comprehension and adaptation of knowledge. Accuracy. Qwen 3.8 Max 88.7%
  • LVBench In use Hours-long video understanding with multiple-choice questions on reasoning, grounding and summarization. Gemini 4 Argon 91.7%
  • MMVU In use 3,000 expert-annotated questions on videos across 27 disciplines. Multiple-choice and open-ended accuracy. Qwen 3.8 Max 82.4%
  • MLVU In use Multi-task long video understanding (minutes to hours) with multiple-choice and generation tasks. Accuracy. Qwen 3.8 Max 90.8%
  • FLEURS In use Models transcribe read speech in 102 languages built from FLoRes-101 sentences. Model cards usually report word error rate, so lower scores are better. Phi-4-multimodal 4.00%
  • VoiceBench In use Spoken instructions with speaker, environment and content variation. Voice assistant responses scored by GPT judge or rules. Qwen3.5-Omni-Plus 93.1%