Does Seedance 2.5 Support Reference-to-Video?

Seedance 2.5 supports reference-guided video workflows where references are mapped to identity, style, motion, or audio.

Aug 31, 20262 min read

Does Seedance 2.5 Support Text-to-Video?

Seedance 2.5 supports text-to-video on WaveSpeedAI; use it for prompt-led scenes with clear shot direction.

Aug 31, 20262 min read

Does Seedance 2.5 Support Webhooks?

Seedance 2.5 webhook support should be confirmed on the current WaveSpeedAI route; polling remains the safe baseline.

Aug 31, 20261 min read

Does Wan 3.0 Add a Watermark?

Wan 3.0 watermark behavior should be verified on the exact WaveSpeedAI route and account before publishing.

Aug 31, 20261 min read

Does Wan 3.0 Price by Second?

Wan 3.0 pricing should be read from WaveSpeedAI's live preview and prediction record, not assumed as one fixed per-second rule.

Aug 31, 20262 min read

Does Wan 3.0 Support Image-to-Video?

Wan 3.0 supports image-to-video on WaveSpeedAI, including first-frame and first/last-frame workflow checks.

Aug 31, 20261 min read

Does Wan 3.0 Support Reference-to-Video?

Wan 3.0 supports reference-to-video on WaveSpeedAI for workflows that need image, video, or audio guidance.

Aug 31, 20262 min read

Does Wan 3.0 Support Text-to-Video?

Wan 3.0 supports text-to-video on WaveSpeedAI; use it when the scene can be driven by a clear prompt.

Aug 31, 20261 min read

Does Wan 3.0 Support Webhooks?

For Wan 3.0 webhooks, build against confirmed polling first and use callbacks only if the current route documents them.

Aug 31, 20261 min read

Gemini 4 Review: Official Status Tracker

Gemini 4 review tracker separating Google's official model catalog from rumors and listing the evidence builders should verify after any announcement.

Aug 31, 20266 min read

Gemma 4 E2B Review for On-Device Multimodal AI

Gemma 4 E2B review for teams evaluating one on-device multimodal assistant task across usefulness, efficiency, and limits.

Aug 31, 20265 min read

How Do I Handle Wan 3.0 Failed Generations?

Handle Wan 3.0 failures with stored job states, clear retry rules, cost reconciliation, and user-facing explanations.

Aug 31, 20261 min read