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#1
ByteDanceSeedance 2.5
#2
AlibabaWan 3.0
#3
ByteDanceSeedance 2.0
#4
Black Forest LabsFLUX 3
#5
GoogleGemini Omni 1.1 Flash

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V-Benchmark v2.0 comparison

Wan 3.0 vs Kling 3 Pro

By Megaton TeamSeptember 1, 2026

Wan 3.0 leads this v-benchmark v2 comparison on the published overall score.

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Wan 3.0 evaluation example
Wan 3.0
Kling 3 Pro evaluation example
Kling 3 Pro
Our verdict

Wan 3.0 leads

Wan 3.0 leads this v-benchmark v2 comparison on the published overall score.

Alibaba

Alibaba

Wan 3.0

81.6Overall score
Rank
#2
Price per minute
$1.95/min
Kling AI (Kuaishou)

Kling AI (Kuaishou)

Kling 3 Pro

75.5Overall score
Rank
#6
Price per minute
$8.40/min

Best for

Highest overall score

Wan 3.0

Wan 3.0 leads the overall score by 6.1 points.

The overall score does not measure file reliability.

Best for

More readable text

Wan 3.0

Wan 3.0 leads by 58.2 points.

Long or moving text still needs manual review.

Best for

Lower generation cost

Wan 3.0

Wan 3.0 runs $1.95/min, against $8.40/min for Kling 3 Pro.

Provider prices can change.

Best for

Built-in audio

Kling 3 Pro

Kling 3 Pro generates audio with the video; Wan 3.0 does not.

This comparison does not score audio quality.

0
videos rated
0
measurements
0
ratings
September 1, 2026
last updated

Reviewer scores

Scores by category

Wan 3.0 wins 11 of 13 categories head-to-head. Each bar is the reviewer score out of 100.

Biggest gapText Fidelity: Wan 3.0 ahead by 58.2 points.
Closest categoryPhysics: Wan 3.0 ahead by 1.8 points.

Head-to-head scores

13 categories rated head-to-head

Wan 3.0Kling 3 Pro
Physics
71.8
70.0
Prompt Adherence
94.7
84.7
Logic Consistency
78.2
76.4
Scene Consistency
92.9
90.2
Cinematography
72.9
67.1
Taste
68.1
65.8
2D Animation
70.0
59.2
3D Animation
76.0
58.0
Human
86.7
90.0
Actor Performance
66.0
78.0
Objects
98.7
89.7
Animals
84.3
80.0
Text Fidelity
82.5
24.3

Capabilities

Inputs and outputs

See full Wan 3.0 detailsSee full Kling 3 Pro details
CapabilityWan 3.0Kling 3 Pro
Text inputUnlistedYes
Image inputUnlistedYes
Video inputUnlistedNo
Audio inputUnlistedNo
Image outputUnlistedNo
Audio outputUnlistedYes

FAQ

Common questions

Is Wan 3.0 better than Kling 3 Pro?

Overall, yes. Wan 3.0 scores 81.6 to Kling 3 Pro's 75.5 and wins 11 of 13 rated categories. Kling 3 Pro can still be the better fit for specific work — the category scores above show where.

Is Wan 3.0 cheaper than Kling 3 Pro?

Yes. Wan 3.0 runs $1.95/min, against $8.40/min for Kling 3 Pro.

Does Wan 3.0 generate audio?

We haven't confirmed native audio output for Wan 3.0 yet.

Does Kling 3 Pro generate audio?

Yes — Kling 3 Pro generates audio together with the video, in the same file.

Is Wan 3.0 or Kling 3 Pro better for text fidelity?

Wan 3.0 leads text fidelity, by 58.2 points.

Is Wan 3.0 or Kling 3 Pro better for 3d animation?

Wan 3.0 leads 3d animation, by 18.0 points.

Is Wan 3.0 or Kling 3 Pro better for actor performance?

Kling 3 Pro leads actor performance, by 12.0 points.

Is Wan 3.0 or Kling 3 Pro better for 2d animation?

Wan 3.0 leads 2d animation, by 10.8 points.

Is Wan 3.0 or Kling 3 Pro better for prompt adherence?

Wan 3.0 leads prompt adherence, by 10.1 points.

Is Wan 3.0 or Kling 3 Pro better for objects?

Wan 3.0 leads objects, by 9.0 points.

Is Wan 3.0 or Kling 3 Pro better for cinematography?

Wan 3.0 leads cinematography, by 5.7 points.

Is Wan 3.0 or Kling 3 Pro better for animals?

Wan 3.0 leads animals, by 4.3 points.

Is Wan 3.0 or Kling 3 Pro better for human?

Kling 3 Pro leads human, by 3.3 points.

Is Wan 3.0 or Kling 3 Pro better for scene consistency?

Wan 3.0 leads scene consistency, by 2.8 points.

How are Wan 3.0 and Kling 3 Pro tested?

Both models run the same prompts. Professional reviewers score each video 0–100 on how well it follows the prompt and handles motion, people, objects, animation, and text, while automated checks flag freezes, bad framing, and unstable motion. This matchup draws on 0 rated videos and 0 reviewer ratings.

Continue researching

Wan 3.0

Kling 3 Pro

More comparisons

More AI video model comparisons

Browse more head-to-head results, including scores, prices, and side-by-side video tests.

Other AI video model comparison pages
ComparisonProvidersOverall scores
Seedance 2.5 vs Wan 3.0ByteDanceAlibaba87.0 / 82.0
Wan 3.0 vs Seedance 2.0AlibabaByteDance82.0 / 78.0
Wan 3.0 vs FLUX 3AlibabaBlack Forest Labs82.0 / 77.0
Seedance 2.5 vs Kling 3 ProByteDanceKling AI (Kuaishou)87.0 / 76.0
Wan 3.0 vs Gemini Omni 1.1 FlashAlibabaGoogle82.0 / 76.0
Seedance 2.0 vs Kling 3 ProByteDanceKling AI (Kuaishou)78.0 / 76.0
Wan 3.0 vs MiniMax Hailuo 03AlibabaMiniMax82.0 / 75.0
FLUX 3 vs Kling 3 ProBlack Forest LabsKling AI (Kuaishou)77.0 / 76.0
Wan 3.0 vs MiniMax H3 MaxAlibabafal.ai82.0 / 75.0
Gemini Omni 1.1 Flash vs Kling 3 ProGoogleKling AI (Kuaishou)76.0 / 76.0
Wan 3.0 vs Gemini Omni FlashAlibabaGoogle82.0 / 70.0
Wan 3.0 vs Kling 3 StandardAlibabaKling AI (Kuaishou)82.0 / 69.0
Kling 3 Pro vs MiniMax Hailuo 03Kling AI (Kuaishou)MiniMax76.0 / 75.0
Wan 3.0 vs Seedance 2.0 MiniAlibabaByteDance82.0 / 69.0
Kling 3 Pro vs MiniMax H3 MaxKling AI (Kuaishou)fal.ai76.0 / 75.0
Wan 3.0 vs Veo 3.1AlibabaGoogle82.0 / 63.0
Kling 3 Pro vs Gemini Omni FlashKling AI (Kuaishou)Google76.0 / 70.0
Wan 3.0 vs Gen-4.5AlibabaRunway82.0 / 61.0
Kling 3 Pro vs Kling 3 StandardKling AI (Kuaishou)Kling AI (Kuaishou)76.0 / 69.0
Wan 3.0 vs LTX 2.3 22BAlibabaLightricks82.0 / 52.0
Kling 3 Pro vs Seedance 2.0 MiniKling AI (Kuaishou)ByteDance76.0 / 69.0
Kling 3 Pro vs Veo 3.1Kling AI (Kuaishou)Google76.0 / 63.0
Kling 3 Pro vs Gen-4.5Kling AI (Kuaishou)Runway76.0 / 61.0
Kling 3 Pro vs LTX 2.3 22BKling AI (Kuaishou)Lightricks76.0 / 52.0
Seedance 2.5 vs Seedance 2.0ByteDanceByteDance87.0 / 78.0
Seedance 2.5 vs FLUX 3ByteDanceBlack Forest Labs87.0 / 77.0
Seedance 2.5 vs Gemini Omni 1.1 FlashByteDanceGoogle87.0 / 76.0
Seedance 2.0 vs FLUX 3ByteDanceBlack Forest Labs78.0 / 77.0
Seedance 2.0 vs Gemini Omni 1.1 FlashByteDanceGoogle78.0 / 76.0
Seedance 2.5 vs MiniMax Hailuo 03ByteDanceMiniMax87.0 / 75.0
FLUX 3 vs Gemini Omni 1.1 FlashBlack Forest LabsGoogle77.0 / 76.0
Seedance 2.5 vs MiniMax H3 MaxByteDancefal.ai87.0 / 75.0

Methodology

How we tested Wan 3.0 and Kling 3 Pro

We score two things separately: how good the video looks to a reviewer, and how reliably the file itself holds up. A model can make great-looking footage and still deliver clips with freezes, bad framing, or unstable motion.

We test every model with v-benchmark v2.0, our benchmark for AI video models — the same prompts, professional reviewers, and automated reliability checks behind every score here.

Reviewer scores
Both models receive the same prompts. Professional reviewers score how well each video follows the prompt and handles motion, composition, people, objects, animals, animation, and on-screen text. Scores use a 0-100 scale.
File reliability
Automated checks review 0 clips for freezes, bad framing, compression problems, unstable motion, distorted geometry, exposure problems, and invalid file properties.
Missing scores
Categories with a score for only one model are shown but excluded from the head-to-head win count. Price and generation speed stay separate because they use different units.
Last updated
Reviewer scores and rankings use results from September 1, 2026. Reliability results use the latest completed test for each model. Provider prices and rankings can change.
How v-benchmark v2.0 worksView the complete leaderboardRead model evaluation reports
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