Capability
Low Latency & High FPS
MaineCoon achieves 47.5 FPS on a single H100 and 30+ FPS on RTX Pro 6000 — roughly 7× faster than comparable streaming audio-visual models.
Sample output
Text prompt to live character stream — audio and video generate together, chunk by chunk.
Speed is not a trade-off — it's a design constraint. MaineCoon's 22B model outperforms even 1.3B streaming video models in throughput, making real-time social interaction commercially viable at under $0.001 per second.
Key highlights
Industry-leading FPS
47.5 FPS on H100, 30+ FPS on RTX Pro 6000. Comparable streaming AV models typically run at 6–7 FPS.
22B beats 1.3B on speed
Despite being the largest streaming AV model, MaineCoon is over 2× faster than 1.3B streaming video baselines.
Cost-efficient inference
At full GPU utilization, inference costs drop to $0.00025/s — 1/2000 of Veo 3 and 1/560 of Seedance in comparable estimates.
Metrics
How to verify
- Visit the official Experience Platform and input a text prompt
- Observe first-frame latency and continuous streaming output
- Try mid-stream prompt injection to test speed behavior
FAQ
Why does FPS matter for AI avatars?+
Real-time social interaction requires generation speed to exceed playback speed (typically 24–30 FPS). Below that threshold, users perceive lag, breaking the illusion of live conversation.
Can a 22B model really run on one GPU?+
Yes. MaineCoon's inference framework includes agentic cache management, buffer control, and optimized KV-cache strategies that enable single-GPU deployment despite the model size.
Is speed sacrificed for quality?+
No. SocialVideo Bench shows MaineCoon leads in both speed and quality metrics. The training framework (self-resampling, representation alignment, DPO + ROPD) maintains quality at streaming speeds.
Related capabilities
Experience MaineCoon live
Input a prompt and watch real-time streaming audio-visual generation on the official platform.