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Multimodal ranking

Image-to-Video Leaderboard

Compare the current image-to-video ranking from the LLMBoard Image-to-Video Score, eligible benchmarks, evidence coverage and native per-second pricing.

Data as of 2026-09-08

On this page

  • Ranking
  • Overview
  • Ratings
  • Catalog pricing
  • Modalities
  • Catalog
  • Composition
  • Top models
  • FAQ

Image-to-Video Ranking

This leaderboard ranking orders models by their domain-specific LLMBoard score aggregated from eligible benchmark evidence. Pricing, coverage and the source signal remain separate.

30 of 83 rows
Columns

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Rank
Model
LLMBoard Image-to-Video Score
Price / second
Score updated
Rank01ModelMIMiniMax H3MiniMaxLLMBoard Image-to-Video Score65.44Price / second$0.08 / second (720p)Score updatedSep 8, 2026
Rank02ModelWVWAN 3.0WAN VideoLLMBoard Image-to-Video Score64.79Price / secondN/AScore updatedSep 8, 2026
Rank03ModelXAGrok Imagine Video 1.5xAILLMBoard Image-to-Video Score64.63Price / second$0.08 / second (1080p)Score updatedSep 8, 2026
Rank04ModelGOGemini Omni 1.1 FlashGoogleLLMBoard Image-to-Video Score64.49Price / second$0.10 / second (720p)Score updatedSep 8, 2026
Rank05ModelPIPixVerse V6PixVerseLLMBoard Image-to-Video Score64.19Price / secondN/AScore updatedSep 8, 2026
Rank06ModelGOGemini Omni FlashGoogleLLMBoard Image-to-Video Score64.13Price / second$0.10 / second (720p)Score updatedSep 8, 2026
Rank07ModelBYDreamina Seedance 2.0 720pByteDanceLLMBoard Image-to-Video Score63.91Price / secondN/AScore updatedSep 8, 2026
Rank08ModelAAHappyHorse-1.1Alibaba-ATHLLMBoard Image-to-Video Score63.30Price / secondN/AScore updatedSep 8, 2026
Rank09ModelXAGrok Imagine VideoxAILLMBoard Image-to-Video Score62.36Price / second$0.05 / second (720p)Score updatedSep 8, 2026
Rank10ModelSASkyReels V4Skywork AILLMBoard Image-to-Video Score61.97Price / secondN/AScore updatedSep 8, 2026
Rank11ModelKAKling 3.0 1080p (Pro)Kling AILLMBoard Image-to-Video Score61.53Price / secondN/AScore updatedSep 8, 2026
Rank12ModelALHappy Horse 1.0AlibabaLLMBoard Image-to-Video Score61.04Price / secondN/AScore updatedSep 8, 2026
Rank13ModelKAKling 3.0 Omni 1080p (Pro)Kling AILLMBoard Image-to-Video Score60.64Price / secondN/AScore updatedSep 8, 2026
Rank14ModelBFFLUX 3 VideoBlack Forest LabsLLMBoard Image-to-Video Score60.10Price / secondN/AScore updatedSep 8, 2026
Rank15ModelKAKling 3.0 Omni 720p (Standard)Kling AILLMBoard Image-to-Video Score59.09Price / secondN/AScore updatedSep 8, 2026
Rank16ModelKAKling 2.6 Standard (January)Kling AILLMBoard Image-to-Video Score59.09Price / secondN/AScore updatedSep 8, 2026
Rank17ModelWVWAN 2.7WAN VideoLLMBoard Image-to-Video Score59.05Price / secondN/AScore updatedSep 8, 2026
Rank18ModelKAKling 3.0 720p (Standard)Kling AILLMBoard Image-to-Video Score58.42Price / secondN/AScore updatedSep 8, 2026
Rank19ModelVIVidu Q3 ProViduLLMBoard Image-to-Video Score58.40Price / secondN/AScore updatedSep 8, 2026
Rank20ModelPIPixVerse V5.5PixVerseLLMBoard Image-to-Video Score57.76Price / secondN/AScore updatedSep 8, 2026
Rank21ModelNVCosmos3-Super-Image2Video-4StepNVIDIALLMBoard Image-to-Video Score57.76Price / secondN/AScore updatedSep 8, 2026
Rank22ModelPIPixVerse V5PixVerseLLMBoard Image-to-Video Score57.09Price / secondN/AScore updatedSep 8, 2026
Rank23ModelKAKling 2.6 Pro (January)Kling AILLMBoard Image-to-Video Score56.43Price / secondN/AScore updatedSep 8, 2026
Rank24ModelRURunway Gen-4.5RunwayLLMBoard Image-to-Video Score56.43Price / secondN/AScore updatedSep 8, 2026
Rank25ModelGOVeo 3.1GoogleLLMBoard Image-to-Video Score56.39Price / second$0.40 / second (1080p)Score updatedSep 8, 2026
Rank26ModelGOVeo 3.1 FastGoogleLLMBoard Image-to-Video Score56.18Price / second$0.15 / second (1080p)Score updatedSep 8, 2026
Rank27ModelKAKling 2.5 Turbo 1080pKling AILLMBoard Image-to-Video Score55.99Price / secondN/AScore updatedSep 8, 2026
Rank28ModelPIPixVerse V5.6PixVerseLLMBoard Image-to-Video Score55.32Price / secondN/AScore updatedSep 8, 2026
Rank29ModelKAKlingKling AILLMBoard Image-to-Video Score54.83Price / secondN/AScore updatedSep 8, 2026
Rank30ModelGOVeo 3.1 LiteGoogleLLMBoard Image-to-Video Score54.43Price / secondN/AScore updatedSep 8, 2026

Leaderboard ranking overview

This leaderboard overview connects current LLMBoard leaders with benchmark coverage and supporting source activity.

Ranked models83
SignalLLMBoard Image-to-Video Score

Rating strength and confidence

Use intervals and vote counts to judge how firmly each leaderboard position is supported; source ratings remain separate from the benchmark ranking.

MiniMax H336.1K votes
1,497.04
Gemini Omni 1.1 Flash3.7K votes
1,487.89
WAN 3.01.4K votes
1,480.92
Dreamina Seedance 2.0 720p113.6K votes
1,476.98
Gemini Omni Flash71K votes
1,462.50
Grok Imagine Video119.1K votes
1,456.11
FLUX 3 Video20.6K votes
1,448.59
Happy Horse 1.070.7K votes
1,441.54
WAN 2.772.9K votes
1,428.06
Veo 3.125.1K votes
1,397.79
Veo 3.1 Fast99.8K votes
1,384.78
VVidu Q3 Pro36.7K votes
1,362.86
1,354.11Source rating with confidence interval1,503.15

Image-to-Video Pricing

Arena ratings and catalog prices are shown separately. Media prices retain their original units and tiers.

per second

Up to $0.1
7
$0.1-$0.3
6
Above $0.3
3

Price tiers

1080p
4
720p
9
high
3

Image-to-Video Input and Output Modalities

ModelIn: textIn: imageIn: audioIn: videoOut: textOut: imageOut: audioOut: video
SAAgnes-Video-V2.0Sapiens AIYesYes-----Yes
VRBach-1.0 PreviewVideo RebirthYes------Yes
ZACogVideoX-5BZ AIYes------Yes
Cosmos3-Super-Image2VideoNVIDIA-Yes-----Yes
Cosmos3-Super-Image2Video-4StepNVIDIA-Yes-----Yes
Dreamina Seedance 2.0 720pByteDanceYesYes-----Yes
FLUX 3 VideoBlack Forest LabsYesYes-Yes---Yes
Gemini Omni 1.1 FlashGoogleYesYes-Yes---Yes
Gemini Omni FlashGoogleYesYes-Yes---Yes
Grok Imagine VideoxAIYesYes-Yes---Yes
Grok Imagine Video 1.5xAIYesYes-Yes---Yes
Hailuo 02 FastMiniMax-Yes-----Yes

Image-to-Video Leaderboard Models

The full catalog includes models without enough matched benchmark or source evidence for the leaderboard ranking.

30 of 115 rows
Columns

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Model
Input -> output
Native price
Provider
Context
Released
ModelSAAgnes-Video-V2.0Sapiens AIInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelVRBach-1.0 PreviewVideo RebirthInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelZACogVideoX-5BZ AIInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelNVCosmos3-Super-Image2VideoNVIDIAInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelNVCosmos3-Super-Image2Video-4StepNVIDIAInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelBYDreamina Seedance 2.0 720pByteDanceInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelBFFLUX 3 VideoBlack Forest LabsInput -> outputimage, text, video -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelGOGemini Omni 1.1 FlashGoogleInput -> outputimage, text, video -> videoNative price$0.10 / second (720p)ProviderGoogleContextN/AReleasedN/A
ModelGOGemini Omni FlashGoogleInput -> outputimage, text, video -> videoNative price$0.10 / second (720p)ProviderGoogleContextN/AReleasedN/A
ModelXAGrok Imagine VideoxAIInput -> outputimage, text, video -> videoNative price$0.05 / second (720p)ProviderxAIContextN/AReleasedN/A
ModelXAGrok Imagine Video 1.5xAIInput -> outputimage, text, video -> videoNative price$0.08 / second (1080p)ProviderxAIContextN/AReleasedN/A
ModelMIHailuo 02 FastMiniMaxInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelMIHailuo 02 ProMiniMaxInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelMIHailuo 02 StandardMiniMaxInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelMIHailuo 2.3MiniMaxInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelMIHailuo 2.3 FastMiniMaxInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelHAHaiper 2.0HaiperInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelALHappy Horse 1.0AlibabaInput -> outputimage, video -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelAAHappyHorse-1.1Alibaba-ATHInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelTEHunyuan Video (Fal)TencentInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelTEHunyuanVideo-1.5 (Fal)TencentInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelMII2V-01-DirectorMiniMaxInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelKAKlingKling AIInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelKAKling 1.0Kling AIInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelKAKling 1.5 ProKling AIInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelKAKling 1.6 ProKling AIInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelKAKling 1.6 StandardKling AIInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelKAKling 2.0Kling AIInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelKAKling 2.1 MasterKling AIInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelKAKling 2.1 ProKling AIInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A

Image-to-Video Leaderboard Vendor Mix

Vendor representation among the top-ranked models in this leaderboard.

Top-entry vendor mix

25 models
Kling AI6
Google3
PixVerse3
WAN Video2
xAI2
MiniMax1
ByteDance1
Alibaba-ATH1

The Top AI Models for Image-to-Video

A practical summary of the first five entries in this image-to-video AI model leaderboard, with benchmark evidence and pricing kept in context.

About this leaderboard ranking

Common questions about the Image-to-Video Leaderboard.

What is the top model on Image-to-Video Leaderboard?

MiniMax H3 is currently ranked first with 65.44 LLMBoard Image-to-Video Score.

What are the top three models on Image-to-Video Leaderboard?

The current leaders are MiniMax H3 (rank #1), Gemini Omni 1.1 Flash (rank #2), and WAN 3.0 (rank #3).

Which ranked model has the lowest official input price?

No matched official input price is currently available.

Which models are fastest on this leaderboard?

No matched runtime record is currently available.

Does the top source result mean the model is best at every task?

No. Source Arena results describe a particular task or preference signal. Capability benchmarks, prices and runtime can produce different rankings.

How does this leaderboard use benchmarks?
946.581,096.701,246.831,396.961,547.09896.44.5K22.8K115.2K581.7KVPPAVLLVLLPASource Arena ratingVotes
36 models with comparable dataOpen a model by selecting its logo

The LLMBoard score normalizes eligible evidence by task dimension, applies domain weights and reports coverage separately. The ranking follows that score.

How many models are shown?

This page currently compares 83 models.

Why can a model be missing?

A model appears after LLMBoard calculates a score for this domain. A source Arena result is optional supporting evidence.

Top LLMBoard modelMiniMax H365.44 score · 35.00% coverage
Closest challengerWAN 3.00.65 LLMBoard points behind
Most votesHailuo 2.3372163 votes

Ranking basisThis image-to-video AI model leaderboard uses the domain-specific LLMBoard score, evidence coverage and status. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    MI
    MiniMax H3MiniMax
    LLMBoard Image-to-Video Score
    65.44
    Price
    $0.08 / second (720p) via MiniMax (minimax.io)

    Strengths

    • Ranks #1 on the current image-to-video LLMBoard ranking
    • 36,137 votes support the source signal
    • A matched native-unit catalog price is available

    Considerations

    • The source Arena signal remains visible separately from the aggregated LLMBoard score
    • Token output speed is not a comparable metric for this media ranking
  2. 02
    WV
    WAN 3.0WAN Video
    LLMBoard Image-to-Video Score
    64.79

    Strengths

    • Ranks #2 on the current image-to-video LLMBoard ranking
    • 1,401 votes support the source signal

    Considerations

    • The source Arena signal remains visible separately from the aggregated LLMBoard score
    • Token output speed is not a comparable metric for this media ranking
  3. 03
    XA
    xAI
    LLMBoard Image-to-Video Score
    64.63
    Price
    $0.08 / second (1080p) via xAI

    Strengths

    • Ranks #3 on the current image-to-video LLMBoard ranking
    • A matched native-unit catalog price is available

    Considerations

    • The source Arena signal remains visible separately from the aggregated LLMBoard score
    • Token output speed is not a comparable metric for this media ranking
  4. 04
    GO
    Google
    LLMBoard Image-to-Video Score
    64.49
    Price
    $0.10 / second (720p) via Google

    Strengths

    • Ranks #4 on the current image-to-video LLMBoard ranking
    • 3,732 votes support the source signal
    • A matched native-unit catalog price is available

    Considerations

    • The source Arena signal remains visible separately from the aggregated LLMBoard score
    • Token output speed is not a comparable metric for this media ranking
  5. 05
    PI
    PixVerse
    LLMBoard Image-to-Video Score
    64.19

    Strengths

    • Ranks #5 on the current image-to-video LLMBoard ranking

    Considerations

    • The source Arena signal remains visible separately from the aggregated LLMBoard score
    • Token output speed is not a comparable metric for this media ranking

Selection summary

Best AI Models for Image-to-Video

MiniMax H3 currently leads the image-to-video ranking at 65.44. Compare evidence coverage, source activity and price separately before choosing a model for production.

Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.

Grok Imagine Video 1.5
Gemini Omni 1.1 Flash
PixVerse V6
LLMBoard rank #1MiniMax H365.44
LLMBoard rank #2WAN 3.064.79
LLMBoard rank #3Grok Imagine Video 1.564.63