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Direct comparison

Sora 2 Pro vs. Kling 3.0 Pro

Compare the exact model versions across shared blind-preference benchmarks, public pricing, release dates, resolution, duration, native audio, access, and model availability.

Overview

Technical specifications and pricing

Technical limits come from model or API documentation. A representative minute price appears only when it can be traced to the exact model. Different resolutions and audio settings may still affect the final charge.

Specifications and pricing for Sora 2 Pro and Kling 3.0 Pro
AttributeSora 2 ProKling 3.0 Pro
ProviderOpenAIKuaishou
ReleasedSeptember 2025February 2026
AccessAPIAPI, Web app
WeightsProprietaryProprietary
ParametersNot publishedNot published
Maximum resolution1080p1080p
Maximum duration20 s15 s
Native audioYesYes
Representative API price$18 per minute Source$20.16 per minute Source
LifecycleAPI shutdown announced for September 24, 2026 Status sourceNo separate notice
Technical sourceModel sourceVerified 2026-08-24Model sourceVerified 2026-08-24
Sora 2 ProKling 3.0 Pro
Representative public API priceUSD per generated minute, configurations can differ
Sora 2 ProLower price$18
Kling 3.0 Pro$20.16

Key to the marks:better valuebetter, but not conclusivetie

Performance

Shared video benchmarks

A row appears only when both exact model versions occur in the same LMArena task and stored dataset revision. Text-to-video and image-to-video are never merged into one score.

No shared task in the stored data

Sora 2 Pro and Kling 3.0 Pro both have published LMArena data, but not in the same video task. Older versions and the other task are not used as substitutes.

Visual comparison

Sample videos

Only runs from both exact model versions under the same archived prompt and first-output rule appear here. Provider showcases and substitute versions remain excluded.

Controlled practical comparison. Both exact model versions received the same archived prompt in one request. The first output counts. Playback uses the first five seconds, 1280 × 720 pixels, 30 fps, no crop, and muted audio. Provider-side randomness and prompt processing remain model characteristics.

Motion and physical consistency

Anatomy, object consistency, camera tracking, rain, and reflections

Sora 2 Pro

Run details

fal.ai. fal-ai/sora-2/text-to-video/pro. 16:9, one request, first output, requested 8 s, seed provider random, 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.","resolution":"720p","aspect_ratio":"16:9","duration":8}, configured price estimate $2.40.

Generated Aug 24, 2026. Source

Kling 3.0 Pro

Run details

fal.ai. fal-ai/kling-video/v3/pro/text-to-video. 16:9, one request, first output, requested 5 s, seed provider random, 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.","duration":"5","aspect_ratio":"16:9","generate_audio":false}, configured price estimate $0.56.

Generated Aug 24, 2026. Source

Prompt and integrity hashes

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.

Prompt SHA 256: 206a9182584e93790fd6df608e8a2065fe2c8f747e85aeaaf4c8ea84040e6299

Sora 2 Pro, Original SHA 256: 17fa155cf01a6d97a956511f0d78a936fae8838eb556f1ed7b757822dd814cfd

Sora 2 Pro, Normalized SHA 256: 36b9cd758b980ae9cbd645178ea0d9a41357989ad3d4ed23851cfbc9fcc42a27

Kling 3.0 Pro, Original SHA 256: 7a1c60e977723e65c4ecfdf4141a8aa975fdbdc6c9419cdfa80cb9bd5298f994

Kling 3.0 Pro, Normalized SHA 256: 861365032c78e4fd964c91f62d1e0ba0792118beaa1f334f016cd29337a25c9b

How to read the data

Preference is not the same as production fit

A higher LMArena rating means that outputs from this exact configuration were preferred more often in blind comparisons.

Motion control, identity consistency, audio, turnaround time, moderation, and licensing may matter more than the aggregate preference rating.

Prices are representative public minute rates, not a normalized cost benchmark.

More matchups

Compare Sora 2 Pro and Kling 3.0 Pro with other important video models using the same benchmark logic.

View the complete video model comparison