Best AI video generation models, ranked by quality

Models that generate a video clip from a text prompt, compared on Arena quality, the price of one default clip and quality per dollar.

Best AI video generation models, ranked by quality

Sorted by Arena score, highest first. Models without an Arena rating follow, by price.

Median Arena score here: 1,191

Best AI video generation models, ranked by quality
01Arena1,362±10 · 25,076 votes$0.48/s$1.92 for 4 s89 pts/$+171 over medianTry
02Arena1,358±10 · 25,870 votes$0.18/s$0.72 for 4 s232 pts/$+167 over medianTry
03Arena1,342±6 · 165,462 votes$0.060/s$0.30 for 5 s504 pts/$+151 over medianTry
04Arena1,240±11 · 32,434 votes$0.084/s$0.42 for 5 s116 pts/$+49 over medianTry
05Arena1,225±9 · 48,127 votes$0.144/s$0.72 for 5 s47 pts/$+34 over medianTry
06Arena1,206±6 · 89,138 votes$0.336/video45 pts/$+15 over medianTry
07Arena1,191±11 · 12,164 votes$0.18/s$0.90 for 5 sNot clearly above the medianTry
08Arena1,181±12 · 9,379 votes$0.324/videoNot clearly above the medianTry
09Arena1,164±16 · 6,531 votes$0.60/s$4.80 for 8 sNot clearly above the medianTry
10Arena1,163±10 · 14,104 votes$0.336/s$1.68 for 5 sNot clearly above the medianTry
11Arena1,113±10 · 16,253 votes$0.0432/s$0.216 for 5 sNot clearly above the medianTry
12Arena1,065±17 · 5,250 votes$0.216/s$1.08 for 5 sNot clearly above the medianTry
13
Mochi 1
Genmo
Arena1,007±17 · 5,893 votes≈ $0.5041/runNot clearly above the medianTry
Without an Arena rating (14), by price
–No Arena rating≈ $0.0229/runTry
–
Wan 2.2 5B Fast
Alibaba (Wan)
No Arena rating$0.030/videoTry
–
No Arena rating$0.060/videoTry
–No Arena rating$0.060/s$0.30 for 5 sTry
–No Arena rating$0.072/s$0.36 for 5 sTry
–No Arena rating$0.072/s$0.36 for 5 sTry
–
Kling V2.5 Turbo Pro
Kuaishou (Kling)
No Arena rating$0.084/s$0.42 for 5 sTry
–No Arena rating$0.60/videoTry
–
Wan 3
Alibaba (Qwen)
No Arena rating$0.12/s$0.60 for 5 sTry
–No Arena rating$0.18/s$0.72 for 4 sTry
–No Arena rating$0.2688/s$1.344 for 5 sTry
–
Kling v3 Omni
Kuaishou (Kling)
No Arena rating$0.2688/s$1.344 for 5 sTry
–
No Arena rating≈ $3.06/runTry
–No Arena rating$0.48/s$3.84 for 8 sTry

Value = Arena points above the median of the rated models in this list per US dollar of one default run; only models whose 95 % interval lies fully above the median get a value rank.

How to read this ranking

Arena score
A rating from blind pairwise votes on the public Arena: people compare two anonymous models on the same prompt and pick the better result. Higher is better; ± is the 95 % interval, “votes” the number of battles.
Price
What one run with the model’s default settings costs on Railwail, from the same pricing rules that bill your runs (1 credit = $0.01). ≈ marks GPU-time prices: a typical run, billed by the real run time.
Value
Value = Arena points above the median of the rated models in this list per US dollar of one default run; only models whose 95 % interval lies fully above the median get a value rank.
Who is listed
Lab models you can run on Railwail that create a result from a text prompt alone, plus every model rated on this arena. Tools such as upscalers and community uploads are on the full leaderboard.
No Arena rating
The arena has no entry for exactly this model in the setting we run (for example, only a high-reasoning or a 1080p run is rated). We never estimate a score.
Rank
The position within this list, not the rank on the arena.

Source

Quality scores: Text-to-Video Arena leaderboard, published Sep 22, 2026, retrieved Sep 24, 2026 from the LMArena leaderboard dataset. Used under CC BY 4.0; we show the overall score of the models we can match to a Railwail model and rank them within this list.

arena.ai leaderboardDatasetCC BY 4.0

Questions about this ranking

Which AI video generation model has the highest Arena score on Railwail?

Google Veo 3.1 by Google DeepMind with an Arena score of 1,362 (Text-to-Video Arena, published Sep 22, 2026). Next: Google Veo 3.1 Fast (1,358) and Grok Imagine Video (1,342).

Which AI video generation model is the cheapest on Railwail?

LTX-Video (Lightricks) by Lightricks at ≈ $0.0229/run. Prices come from the same pricing rules that bill your runs.

Which AI video generation model gives the most quality per dollar?

Grok Imagine Video: 151 Arena points above the median of this list (1,191) at $0.060/s, that is 504 points per dollar.

How is value (quality per dollar) calculated?

Value = Arena points above the median of the rated models in this list per US dollar of one default run; only models whose 95 % interval lies fully above the median get a value rank.

Why do some models have no Arena rating?

The public Arena rates many models only in one setting, for example with high reasoning effort, with web search or at 1080p. We show a score only when the rated entry is exactly the model and default setting that runs on Railwail; otherwise the model is listed without a score.

Best AI video generation models ranked by quality, price and value | Railwail