<report>

Kling

Kling 3 Pro

v-benchmark v2 by Megaton benchmark
Evaluated · August 11, 2026Leaderboard rank #4 of 11Last updated · August 11, 2026

75.51

/ 100

Categories

C01

Prompt AdherenceWhether every explicit, observable instruction in the prompt is fulfilled.

This Video

100.0

This Video · Assessment

This video fulfills its explicit, observable instructions with near-complete consistency.

This Category

84.7

60 videos were rated for this category

This Category · Assessment

Prompt requirements are fulfilled reliably across the set, with only isolated misses or ambiguities.

Models that scored similarly on this category

C02

Scene ConsistencyWhether established subjects, objects, spatial relationships, environment, and lighting remain coherent over time.

This Video

96.5

This Video · Assessment

This video maintains subjects, objects, spatial relationships, environment, and lighting over time with near-complete consistency.

This Category

90.2

60 videos were rated for this category

This Category · Assessment

Subjects, objects, spatial relationships, environment, and lighting remain coherent across nearly all evaluated videos.

Models that scored similarly on this category

C03

PhysicsWhether the central motion, force, material, and reaction behave coherently in the requested world and style.

This Video

50.0

This Video · Assessment

The intended physical event is recognizable, but repeated important defects leave it only partly convincing.

This Category

70.0

17 videos were rated for this category

This Category · Assessment

Motion and interaction are convincing overall, with recurring but non-disruptive physical anomalies.

Models that scored similarly on this category

C04

Human FidelityWhether faces, eyes, skin, bodies, hands, motion, and human presence remain anatomically and perceptually convincing.

This Video

100.0

This Video · Assessment

Fully convincing within the requested style, with no meaningful uncanny or anatomical defects.

This Category

90.0

27 videos were rated for this category

This Category · Assessment

Human anatomy, identity, surfaces, and motion remain convincing across nearly all evaluated videos.

Models that scored similarly on this category

C05

2D Animation Craft & ArtistryThe quality and artistic authorship of intentionally 2D animation within its requested conventions.

This Video

80.0

This Video · Assessment

Technically excellent and fully professional, but more conventional or less expressive than the highest tier.

This Category

59.2

12 videos were rated for this category

This Category · Assessment

The requested medium remains recognizable, but technical and expressive quality is uneven across the set.

Models that scored similarly on this category

C06

3D Animation Craft & ArtistryThe quality, coherence, and artistic authorship of intentionally 3D animation.

This Video

50.0

This Video · Assessment

The intended 3D animation is recognizable, but repeated technical or expressive defects leave it only partly convincing.

This Category

58.0

5 videos were rated for this category

This Category · Assessment

The intended 3D animation remains recognizable, but technical and expressive quality is uneven.

Models that scored similarly on this category

C07

Cinematography Craft & ArtistryShot design, framing, camera movement, lighting, focus, visual hierarchy, and intentional filmmaking authorship.

This Video

60.0

This Video · Assessment

Coherent and competent but synthetic, mechanical, or visually underdeveloped.

This Category

67.1

7 videos were rated for this category

This Category · Assessment

Cinematography is generally coherent and capable, but mechanical or underdeveloped visual choices recur.

Models that scored similarly on this category

C08

Taste & Art DirectionThe strength, specificity, coherence, and artistic authorship of the result as a finished creative choice.

This Video

60.0

This Video · Assessment

Competent but visibly reliant on familiar AI aesthetics or underdeveloped art direction.

This Category

65.8

60 videos were rated for this category

This Category · Assessment

Art direction is generally capable, but generic, unresolved, or less-confident choices recur.

Models that scored similarly on this category

C09

Animal & Creature FidelityWhether real animals and designed creatures preserve convincing anatomy, identity, motion, behavior, and interaction.

This Video

60.0

This Video · Assessment

Coherent but noticeably synthetic, anatomically strained, or behaviorally unnatural.

This Category

80.0

7 videos were rated for this category

This Category · Assessment

Animal and creature fidelity is highly convincing across the set, with only small localized defects.

Models that scored similarly on this category

C10

Object & Product FidelityWhether requested objects have correct identity, structure, materials, details, motion, and interactions.

This Video

100.0

This Video · Assessment

This video preserves the requested objects’ identity, structure, materials, details, motion, and interactions with near-complete consistency.

This Category

89.7

8 videos were rated for this category

This Category · Assessment

Object and product fidelity is highly reliable, with only isolated detail or material failures.

Models that scored similarly on this category

C11

Causal & Semantic CoherenceWhether events, relationships, transformations, and cause-and-effect remain semantically coherent, including surreal premises.

This Video

70.0

This Video · Assessment

The event remains understandable, but noticeable contradictions appear.

This Category

76.4

11 videos were rated for this category

This Category · Assessment

Events remain clear overall, though recurring logical irregularities are visible but bounded.

Models that scored similarly on this category

C12

Text FidelityWhether requested text content, typography, placement, attachment, legibility, and temporal stability are correct.

This Video

100.0

This Video · Assessment

This video preserves requested text content, typography, placement, attachment, legibility, and temporal stability with near-complete consistency.

This Category

24.3

7 videos were rated for this category

This Category · Assessment

Severe spelling, legibility, placement, attachment, or temporal failures dominate much of the set.

C13

Character Performance & ActingWhether character intention, emotion, timing, reactions, eyelines, gesture, and performance read convincingly.

This Video

80.0

This Video · Assessment

Professional, clear, and convincing, but more conventional or less nuanced.

This Category

78.0

21 videos were rated for this category

This Category · Assessment

Performances are professional and convincing overall, though recurring choices are more conventional or less nuanced.

Models that scored similarly on this category

<comparisons>

Differences within model family

Differences between other models

CategoryKling 3 ProSeedance 2.0FLUX 3MiniMax Hailuo 03Gemini Omni Flash
C01Prompt Adherence84.787.487.190.390.5
C03Physics70.066.570.656.558.8
C02Scene Consistency90.292.294.890.281.1
C04Human Fidelity90.082.273.784.473.6
C052D Animation Craft & Artistry59.266.760.457.542.5
C063D Animation Craft & Artistry58.070.066.067.562.0
C11Causal & Semantic Coherence76.480.980.977.362.7
C08Taste & Art Direction65.863.265.065.360.0
C07Cinematography Craft & Artistry67.168.671.478.672.9
C09Animal & Creature Fidelity80.080.075.772.975.7
C10Object & Product Fidelity89.798.283.881.699.0
C12Text Fidelity24.385.882.490.076.3
C13Character Performance & Acting78.066.768.063.063.0

Leaderboard

Methodology

The Megaton Index is the published 0–100 weighted summary for v-benchmark v2. This public report shows the model's Index and category scores; the full calibration evidence, decision records, and scoring implementation are reserved for the full report.

Read the full methodology →

Changelog

Videos generated by
Kling API on August 11, 2026
Evaluated
August 11, 2026
Benchmark
v-benchmark v2 by Megaton
Publication
1.0.0