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Kling O1 Pro

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Kling O1 Pro is a closed-weights video model from Kuaishou (Kling AI).

55.5±2.2#36 of 93 video modelsfrom 2 benchmark results across 1 source* thinly tested, treat the rank as provisional

$ how it compares

The video models ranked either side of Kling O1 Pro, out of 139 with a score, then more from Kuaishou (Kling AI).

#modelscorewhereRAMreleased
42Wan 2.2 I2V A14B Alibaba56±2api $0.080/sec +local~31GB2025-07
43Seedance 1.0 Pro ByteDance Seed56±2api $0.052/sec2025-06
44Kling O1 Pro Kuaishou (Kling AI)56±2api $0.11/sec
45Wan 2.6 Flash Alibaba55±7api $0.025/sec2026-01
46P-Video Pruna55±2api $0.020/sec2026-02
more from Kuaishou (Kling AI)
22Kling 3.0 Kuaishou (Kling AI)68±4api $0.084/sec2026-02
31Kling O3 Pro Kuaishou (Kling AI)64±4api $0.11/sec
34Kling 2.6 Pro Kuaishou (Kling AI)59±2api $0.070/sec2025-12

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

$ what it's good at

text to video▆▄▃▄▆▅█▃▂▂▂▄ #25 of 68 * · 81% of its score · 1 test

Beats Seedance 1.0 Pro here, though they rank higher overall. Trails Hailuo 2.3, P-Video here, though they rank lower overall.

testresultvs the others in its rundifficultycountswhy
LMArena video1204.6 ✎▂▂▃▆█▆·▆▅▁▂▇ beats 14/41avg 1147▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ 81%typical
video editing▄··█··▄··█▄█ #9 of 9 * · 17% of its score · 1 test
testresultvs the others in its rundifficultycountswhy
Arena video edit1197.3 ✎█··█··▄··█▄█ beats 1/9avg 1117▇▇▇▇▇▇▇ 17%typical

$ where to run it

Through an API

api · Replicate · $0.11/sec · replicate.com ↗ · price sourceUSD per second of output video on Replicate's official kwaivgi/kling-o1 model, pro mode without video input. Other variants: std $0.084/s, std with video input $0.126/s, pro with video input (e.g. video editing) $0.168/s. Replicate does not state the output resolution per mode. Product: Replicate model API. API model: kwaivgi/kling-o1. Settings: mode=pro (the default), text prompt, no reference or edit video. Price basis: published per-second-of-output list rate. Kling's own developer pricing page lists no Kling O1 video price. Currency: USD. Not a Kling direct tariff. Replicate official model page, observed 2026-09-26.

$ how the score was worked out · LMArena leaderboard dataset 98%

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
LMArena leaderboard dataset2▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ 98%CC BY 4.0
prior · pull toward the middle▇ 2%
weighted average= 55.5

$ improve this page

Update model informationAdd a place to run itAdd a test resultPropose a benchmarkCorrect a benchmark scoreEdit data on GitHub

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