Megaton
#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 LTX 2.3 22B

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
LTX 2.3 22B evaluation example
LTX 2.3 22B
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
Lightricks

Lightricks

LTX 2.3 22B

51.8Overall score
Rank
#14
Price per minute
$2.13/min

Best for

Highest overall score

Wan 3.0

Wan 3.0 leads the overall score by 29.8 points.

The overall score does not measure file reliability.

Best for

More readable text

Wan 3.0

Wan 3.0 leads by 70.9 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 $2.13/min for LTX 2.3 22B.

Provider prices can change.

Best for

Built-in audio

LTX 2.3 22B

LTX 2.3 22B generates audio with the video; Wan 3.0 does not.

This comparison does not score audio quality.

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

Reviewer scores

Scores by category

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

Biggest gapText Fidelity: Wan 3.0 ahead by 70.9 points.
Closest categoryCinematography: Wan 3.0 ahead by 14.3 points.

Head-to-head scores

13 categories rated head-to-head

Wan 3.0LTX 2.3 22B
Physics
71.8
40.0
Prompt Adherence
94.7
73.0
Logic Consistency
78.2
46.4
Scene Consistency
92.9
64.2
Cinematography
72.9
58.6
Taste
68.1
42.0
2D Animation
70.0
33.3
3D Animation
76.0
42.5
Human
86.7
50.7
Actor Performance
66.0
41.0
Objects
98.7
48.3
Animals
84.3
44.3
Text Fidelity
82.5
11.6

Capabilities

Inputs and outputs

See full Wan 3.0 detailsSee full LTX 2.3 22B details
CapabilityWan 3.0LTX 2.3 22B
Text inputUnlistedYes
Image inputUnlistedYes
Video inputUnlistedYes
Audio inputUnlistedYes
Image outputUnlistedNo
Audio outputUnlistedYes

FAQ

Common questions

Is Wan 3.0 better than LTX 2.3 22B?

Overall, yes. Wan 3.0 scores 81.6 to LTX 2.3 22B's 51.8 and wins 13 of 13 rated categories. LTX 2.3 22B can still be the better fit for specific work — the category scores above show where.

Is Wan 3.0 cheaper than LTX 2.3 22B?

Yes. Wan 3.0 runs $1.95/min, against $2.13/min for LTX 2.3 22B.

Does Wan 3.0 generate audio?

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

Does LTX 2.3 22B generate audio?

Yes — LTX 2.3 22B generates audio together with the video, in the same file.

Is Wan 3.0 or LTX 2.3 22B better for text fidelity?

Wan 3.0 leads text fidelity, by 70.9 points.

Is Wan 3.0 or LTX 2.3 22B better for objects?

Wan 3.0 leads objects, by 50.5 points.

Is Wan 3.0 or LTX 2.3 22B better for animals?

Wan 3.0 leads animals, by 40.0 points.

Is Wan 3.0 or LTX 2.3 22B better for 2d animation?

Wan 3.0 leads 2d animation, by 36.7 points.

Is Wan 3.0 or LTX 2.3 22B better for human?

Wan 3.0 leads human, by 35.9 points.

Is Wan 3.0 or LTX 2.3 22B better for 3d animation?

Wan 3.0 leads 3d animation, by 33.5 points.

Is Wan 3.0 or LTX 2.3 22B better for logic consistency?

Wan 3.0 leads logic consistency, by 31.8 points.

Is Wan 3.0 or LTX 2.3 22B better for physics?

Wan 3.0 leads physics, by 31.8 points.

Is Wan 3.0 or LTX 2.3 22B better for scene consistency?

Wan 3.0 leads scene consistency, by 28.7 points.

Is Wan 3.0 or LTX 2.3 22B better for taste?

Wan 3.0 leads taste, by 26.1 points.

How are Wan 3.0 and LTX 2.3 22B 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

LTX 2.3 22B

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
Wan 3.0 vs Gemini Omni 1.1 FlashAlibabaGoogle82.0 / 76.0
Wan 3.0 vs Kling 3 ProAlibabaKling AI (Kuaishou)82.0 / 76.0
Wan 3.0 vs MiniMax Hailuo 03AlibabaMiniMax82.0 / 75.0
Wan 3.0 vs MiniMax H3 MaxAlibabafal.ai82.0 / 75.0
Wan 3.0 vs Gemini Omni FlashAlibabaGoogle82.0 / 70.0
Wan 3.0 vs Kling 3 StandardAlibabaKling AI (Kuaishou)82.0 / 69.0
Wan 3.0 vs Seedance 2.0 MiniAlibabaByteDance82.0 / 69.0
Wan 3.0 vs Veo 3.1AlibabaGoogle82.0 / 63.0
Seedance 2.5 vs LTX 2.3 22BByteDanceLightricks87.0 / 52.0
Wan 3.0 vs Gen-4.5AlibabaRunway82.0 / 61.0
Seedance 2.0 vs LTX 2.3 22BByteDanceLightricks78.0 / 52.0
FLUX 3 vs LTX 2.3 22BBlack Forest LabsLightricks77.0 / 52.0
Gemini Omni 1.1 Flash vs LTX 2.3 22BGoogleLightricks76.0 / 52.0
Kling 3 Pro vs LTX 2.3 22BKling AI (Kuaishou)Lightricks76.0 / 52.0
MiniMax Hailuo 03 vs LTX 2.3 22BMiniMaxLightricks75.0 / 52.0
MiniMax H3 Max vs LTX 2.3 22Bfal.aiLightricks75.0 / 52.0
Gemini Omni Flash vs LTX 2.3 22BGoogleLightricks70.0 / 52.0
Kling 3 Standard vs LTX 2.3 22BKling AI (Kuaishou)Lightricks69.0 / 52.0
Seedance 2.0 Mini vs LTX 2.3 22BByteDanceLightricks69.0 / 52.0
Veo 3.1 vs LTX 2.3 22BGoogleLightricks63.0 / 52.0
Gen-4.5 vs LTX 2.3 22BRunwayLightricks61.0 / 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 2.5 vs Kling 3 ProByteDanceKling AI (Kuaishou)87.0 / 76.0
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

Methodology

How we tested Wan 3.0 and LTX 2.3 22B

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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