whatmodel.sh / video / Wan 2.2 I2V Flash

Wan 2.2 I2V Flash is a closed-weights video model from Alibaba, released August 2025. Licence: proprietary.

Catalogue identity notes

Alibaba Cloud Model Studio API model wan2.2-i2v-flash (image-to-video; 480P or 720P, fixed 5 s per the image-to-video API reference; released 2025-08-15); international release date from Model Studio's 'newly released models' page (https://www.alibabacloud.com/help/en/model-studio/newly-released-models, observed 2026-09-29). Commercial API tier; not assumed identical to any open Wan checkpoint. No price recorded (no approved price_source read for this tier).

74.9±4.3#12 of 93 video modelsfrom 1 benchmark result across 1 source* thinly tested, treat the rank as provisional

$ how it compares

The video models ranked either side of Wan 2.2 I2V Flash, out of 139 with a score, then more from Alibaba.

#modelscorewhereRAMreleased
12Grok Imagine Video 1.5 xAI75±2api $0.080/sec2026-06
13HiDream-O1-Video 1.0 HiDream75±3comparison only
14Wan 2.2 I2V Flash Alibaba75±4api $0.036/sec2025-08
15HappyHorse 1.0 Alibaba-ATH73±2api $0.14/sec2026-04
16Wan 2.2 I2V Plus Alibaba71±5api $0.10/sec2025-07
more from Alibaba
2Wan 3.0 Prime Alibaba80±7api $0.14/sec2026-08
4Wan 3.0 Alibaba79±2api $0.10/sec2026-08
9HappyHorse 1.1 Alibaba76±3api $0.14/sec2026-06

see all video models · find the ones that fit your machine

$ what it's good at

image to video▁▂·▂▅█▅▄▅▆▃▄ #8 of 50 * · 92% of its score · 1 test

Beats HappyHorse 1.1, Grok Imagine Video 1.5 here, though they rank higher overall.

testresultvs the others in its rundifficultycountswhy
Target-Bench v2 (VGGT planning score, I2V)34.1% ✎▃·▃···▃▃█·▃▃ beats 8/8very hard · avg 9.6%▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ 92%at its level

$ where to run it

Through an API

api · Alibaba Cloud Model Studio · $0.036/sec · www.alibabacloud.com ↗ · price sourceUSD per second of output video, 720P silent video, International deployment (Singapore). Product: Model Studio Wan image-to-video (first frame). API model: wan2.2-i2v-flash. Settings: resolution=720P. Price basis: published list price; only output is billed. 480P $0.015/s. Free quota and other regions excluded. Currency: USD. Alibaba Cloud Model Studio pricing page, observed 2026-10-07.

$ how the score was worked out · Target-Bench: Can Video World… 92%

Each result implies a score on its own, after adjusting for how hard its test is and who ran it. The score is their weighted average, with a small pull toward the middle for thinly tested models. Each test's weight is its counts column above; here it's added up by who ran the tests. How it works

sourceresultsshare of the scorelicence
Target-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets?1▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ 92%CC-BY-4.0
prior · pull toward the middle▇▇ 8%
weighted average= 74.9

$ improve this page

Use a short GitHub form or edit the data through a pull request. Every number needs a source; here's which ones we can use.

data updated · sources and licences · json