Wan 2.2 A14B
Alibaba
- Released
- July 2025
- Data date
- September 26, 2026
- Predecessor
- Wan 2.1 (Official documentation)
- Successor
- Wan 2.6
- Maximum resolution
- Maximum duration
- Native audio
- Price
- Per generated minute
What is distinctive about Wan 2.2 A14B is its open-weight MoE branch with 27 billion parameters and 14 billion active per computation step. It handles text-to-video and image-to-video at 720p for up to 5 seconds, explicitly without native audio.
Compared with Wan 2.1, Alibaba cites more training data, stronger cinematic control, and more complex motion. Unlike hosted Wan 2.6, this branch can be run locally.
Text-to-video and image-to-video remain separate. Their input tasks differ, so they do not receive a combined overall rank.
Methodology and source
Benchmark sources at a glance
Each evaluator measures different capabilities under its own conditions. Test series, composite indices and their components stay separate. The detailed results below retain their scales, configurations and source dates.
No active result from the reviewed external evaluators can currently be attributed to this model. Other source evidence remains available below.
Coverage is not a quality ranking. Overlapping tests and multiple settings do not count as independent experiments. Vendor claims, historical and disputed results are excluded from this overview and remain labelled in the detailed evidence.
Published benchmarks
LMArena Text to Video
Elo ratings summarize pairwise comparisons within this leaderboard. They are not percentages. The scale does not express absolute quality or linear gaps between models.
higher is betterAs of September 22, 2026Scale: 0 Elo - 1,516 Elo
Methodology and context
- Metric
- elo-rating
- Scale
- No upper bound is documented. The chart spans the recorded values and zero.
- Participants
- 22
- Sample
- 10,458
LMArena Image to Video
Elo ratings summarize pairwise comparisons within this leaderboard. They are not percentages. The scale does not express absolute quality or linear gaps between models.
higher is betterAs of September 22, 2026Scale: 0 Elo - 1,495 Elo
Methodology and context
- Metric
- elo-rating
- Scale
- No upper bound is documented. The chart spans the recorded values and zero.
- Participants
- 21
- Sample
- 27,054
Recorded measurement details
LMArena Text to Video: LMArena Text to Video (Show measurement, test conditions, and source)
- Source value
- 1132
- Score
- 1132
- Metric
- elo-rating
- Unit
- Elo
- Task
- lmarena-text-to-video
- Task label
- LMArena Text to Video
- Direction
- Higher is better
- Source rank
- 42
- Sample
- 10458
- Lower confidence bound
- 1117
- Upper confidence bound
- 1147
- Retrieved at
- 2026-09-22
LMArena Image to Video: LMArena Image to Video (Show measurement, test conditions, and source)
- Source value
- 1170
- Score
- 1170
- Metric
- elo-rating
- Unit
- Elo
- Task
- lmarena-image-to-video
- Task label
- LMArena Image to Video
- Direction
- Higher is better
- Source rank
- 43
- Sample
- 27054
- Lower confidence bound
- 1160
- Upper confidence bound
- 1180
- Retrieved at
- 2026-09-22
Video sample from our test
This video exists as a documented run for the exact model version. Playback is muted.
Motion and physical consistency
This sample tests Anatomy, object consistency, camera tracking, rain, and reflections.
Prompt and settings
Generate exactly one continuous five-second 16:9 cinematic video. A fictional bicycle courier in a mustard-yellow raincoat rides a red city bicycle from left to right across a rain-wet Hamburg street at blue hour for the entire clip. The camera tracks her smoothly at waist height. Both hands remain visible on the handlebars, the bicycle geometry stays physically correct, and a transparent umbrella fixed to the bicycle moves naturally in the wind. Wet-street reflections and raindrops follow realistic physics. No cuts, no slow motion, no text, no logos, no subtitles, and no audio.
Generated through fal.ai with model fal-ai/wan/v2.2-a14b/text-to-video. Archived settings were 16:9, one request, first output, requested 5 s, seed 958910179, request {"prompt":"Generate exactly one continuous five-second 16:9 cinematic video. A fictional bicycle courier in a mustard-yellow raincoat rides a red city bicycle from left to right across a rain-wet Hamburg street at blue hour for the entire clip. The camera tracks her smoothly at waist height. Both hands remain visible on the handlebars, the bicycle geometry stays physically correct, and a transparent umbrella fixed to the bicycle moves naturally in the wind. Wet-street reflections and raindrops follow realistic physics. No cuts, no slow motion, no text, no logos, no subtitles, and no audio.","num_frames":81,"frames_per_second":16,"adjust_fps_for_interpolation":false,"num_interpolated_frames":0,"interpolator_model":"none","resolution":"720p","aspect_ratio":"16:9","enable_safety_checker":true,"enable_output_safety_checker":true,"enable_prompt_expansion":false}, configured price estimate $0.40.
Popularity
27.6 / 100
Compare this model
Show all comparisons (23)
Predecessor and successor
- Earlier model generation
- Wan 2.1 (Official documentation)
Official documentation
Model lineage evidence
The model's own Hugging Face card states 'Wan2.2 builds on the foundation of Wan2.1 with notable improvements in generation quality and model capability' and separately 'Compared to Wan2.1, Wan2.2 is trained on a significantly larger data, with +65.6% more images and +83.2% more videos'; this is a first-party, source-type not checked in round 1 (which only reviewed Alibaba Cloud Model Studio API documentation), and names Wan 2.1 specifically as the version Wan2.2 extends.
Wan-AI/Wan2.2-T2V-A14B Hugging Face model card (2026-09-19) - Later model generation
- Wan 2.6
Next generation in the directory
Model lineage evidence
Alibaba's Wan2.6 launch post (December 16, 2025) confirms the Wan series' continuous upgrade cadence but does not name the immediately prior release by version; independent reporting indicates an unprofiled Wan 2.5 sits between Wan 2.2 and Wan 2.6, so Wan 2.2 A14B (the nearest reviewed, open-weighted Wan profile) is linked as nearest-profile rather than direct.
Alibaba Cloud Community: "Alibaba Unveils Wan2.6 Series Enabling Everyone to Star in Videos" (2026-09-19)
Sources and data date
| Type | Evidence and data date |
|---|---|
| Additional source | Alibaba · Wan2.2 T2V A14B model card · Editorial description reviewed October 2, 2026 |
| Additional source | Video pricing |
| Additional source | fal.ai |
| Additional source | LMArena (retrieved September 22, 2026) |
| Additional source | LMArena (retrieved September 22, 2026) |
| Additional source | Alibaba Cloud Model Studio video generation and editing · Editorial description reviewed October 2, 2026 |
| Additional source | OpenRouter: Popularity index (derived), CC BY 4.0 |
| Additional source | Vercel AI Gateway: Popularity index (derived), CC BY 4.0 |
| Additional source | Ollama: cumulative downloads for the popularity index |
| Additional source | Replicate: cumulative runs for the popularity index |
| Additional source | Google Trending Now: limited feed selection for Germany and the US |
| Additional source | Creative Commons Attribution 4.0 |
| Additional source | Alibaba Cloud Community: "Alibaba Unveils Wan2.6 Series Enabling Everyone to Star in Videos" (2026-09-19) |