llmboard.aiAI model intelligence
Home

Model Rankings

OverallOpen ModelsAgentCodingReasoningMathKnowledgeInstruction FollowingTextVision
Image GenerationImage Editing
Video GenerationImage to VideoVideo Editing
Text to SpeechSpeech to Text
Embeddings

Efficiency

Chat Token PricingImage PricingVideo PricingAudio Pricing
Chat Speed & LatencyProvider Reliability

Benchmarks

GPQAMMLU-ProAIME 2025SWE-Bench VerifiedMMLUHumanity's Last ExamLiveCodeBenchMATHHumanEvalMMMU-Pro
All Benchmarks

Tools

Model Directory

Scoring & Data

Scoring & Data
1367 models808 benchmarks

Leaderboard Center

Overall RankingCodingCore BenchmarksPrice & ValueRuntime Performance

Modalities

All ModelsImage GenerationImage EditingVideo GenerationImage-to-VideoVideo EditingText-to-SpeechSpeech-to-TextEmbeddings

Data & Methods

Scoring MethodAll Benchmarks
llmboard.aiCopyright 2026 llmboard.ai

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 2026-10-22

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 84 rows
Columns

Show columns

Sort by
Rank
Model
LLMBoard Image-to-Video Score
Price / second
Score updated
Rank01ModelVRBach 1.0 ProVideo RebirthLLMBoard Image-to-Video Score65.76Price / secondN/AScore updatedOct 23, 2026
Rank02ModelMIMiniMax H3MiniMaxLLMBoard Image-to-Video Score65.24Price / second$0.08 / second (720p)Score updatedOct 23, 2026
Rank03ModelWVWAN 3.0WAN VideoLLMBoard Image-to-Video Score64.69Price / secondN/AScore updatedOct 23, 2026
Rank04ModelVIVimoo 1.0VimooLLMBoard Image-to-Video Score64.67Price / secondN/AScore updatedOct 23, 2026
Rank05ModelGOGemini Omni 1.1 FlashGoogleLLMBoard Image-to-Video Score64.49Price / second$0.10 / second (720p)Score updatedOct 23, 2026
Rank06ModelGOGemini Omni FlashGoogleLLMBoard Image-to-Video Score64.14Price / second$0.10 / second (720p)Score updatedOct 23, 2026
Rank07ModelPIPixVerse V6PixVerseLLMBoard Image-to-Video Score64.01Price / secondN/AScore updatedOct 23, 2026
Rank08ModelBYDreamina Seedance 2.0 720pByteDanceLLMBoard Image-to-Video Score63.37Price / secondN/AScore updatedOct 23, 2026
Rank09ModelXAGrok Imagine Video 1.5xAILLMBoard Image-to-Video Score63.36Price / second$0.08 / second (1080p)Score updatedOct 23, 2026
Rank10ModelAAHappyHorse-1.1Alibaba-ATHLLMBoard Image-to-Video Score62.48Price / secondN/AScore updatedOct 23, 2026
Rank11ModelXAGrok Imagine VideoxAILLMBoard Image-to-Video Score61.95Price / second$0.05 / second (720p)Score updatedOct 23, 2026
Rank12ModelALHappy Horse 1.0AlibabaLLMBoard Image-to-Video Score60.41Price / secondN/AScore updatedOct 23, 2026
Rank13ModelKAKling 3.0 Omni 1080p (Pro)Kling AILLMBoard Image-to-Video Score60.29Price / secondN/AScore updatedOct 23, 2026
Rank14ModelBFFLUX 3 VideoBlack Forest LabsLLMBoard Image-to-Video Score60.10Price / secondN/AScore updatedOct 23, 2026
Rank15ModelKAKling 3.0 1080p (Pro)Kling AILLMBoard Image-to-Video Score59.85Price / secondN/AScore updatedOct 23, 2026
Rank16ModelPIPixVerse V5PixVerseLLMBoard Image-to-Video Score59.42Price / secondN/AScore updatedOct 23, 2026
Rank17ModelPIPixVerse V5.5PixVerseLLMBoard Image-to-Video Score58.76Price / secondN/AScore updatedOct 23, 2026
Rank18ModelNVCosmos3-Super-Image2Video-4StepNVIDIALLMBoard Image-to-Video Score58.76Price / secondN/AScore updatedOct 23, 2026
Rank19ModelVIVidu Q3 ProViduLLMBoard Image-to-Video Score58.44Price / secondN/AScore updatedOct 23, 2026
Rank20ModelWVWAN 2.7WAN VideoLLMBoard Image-to-Video Score58.11Price / secondN/AScore updatedOct 23, 2026
Rank21ModelKAKling 3.0 Omni 720p (Standard)Kling AILLMBoard Image-to-Video Score57.88Price / secondN/AScore updatedOct 23, 2026
Rank22ModelKAKling 3.0 720p (Standard)Kling AILLMBoard Image-to-Video Score57.22Price / secondN/AScore updatedOct 23, 2026
Rank23ModelKAKling 2.6 Pro (January)Kling AILLMBoard Image-to-Video Score56.79Price / secondN/AScore updatedOct 23, 2026
Rank24ModelKAKling 2.6 Standard (January)Kling AILLMBoard Image-to-Video Score56.13Price / secondN/AScore updatedOct 23, 2026
Rank25ModelRURunway Gen-4.5 (720p)RunwayLLMBoard Image-to-Video Score56.13Price / secondN/AScore updatedOct 23, 2026
Rank26ModelGOVeo 3.1 FastGoogleLLMBoard Image-to-Video Score56.03Price / second$0.15 / second (1080p)Score updatedOct 23, 2026
Rank27ModelKAKling 2.5 Turbo 1080pKling AILLMBoard Image-to-Video Score55.80Price / secondN/AScore updatedOct 23, 2026
Rank28ModelPIPixVerse V5.6PixVerseLLMBoard Image-to-Video Score55.58Price / secondN/AScore updatedOct 23, 2026
Rank29ModelGOVeo 3.1GoogleLLMBoard Image-to-Video Score55.48Price / second$0.40 / second (1080p)Score updatedOct 23, 2026
Rank30ModelKAKlingKling AILLMBoard Image-to-Video Score54.83Price / secondN/AScore updatedOct 23, 2026

Leaderboard ranking overview

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

Ranked models84
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 H357.1K votes
1,495.41
Gemini Omni 1.1 Flash3.7K votes
1,488.49
WAN 3.03.4K votes
1,479.81
Dreamina Seedance 2.0 720p121.4K votes
1,474.57
Gemini Omni Flash87.2K votes
1,464.83
Grok Imagine Video137.5K votes
1,456.02
FLUX 3 Video37K votes
1,449.45
Happy Horse 1.070.6K votes
1,441.66
WAN 2.785.5K votes
1,428.21
Veo 3.125.1K votes
1,398.10
Veo 3.1 Fast99.8K votes
1,385.06
VVidu Q3 Pro36.7K votes
1,363.15
1,354.42Source rating with confidence interval1,500.62

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
7
Above $0.3
3

Price tiers

1080p
4
720p
10
high
3

Image-to-Video Input and Output Modalities

ModelIn: textIn: imageIn: audioIn: videoOut: textOut: imageOut: audioOut: video
SAAgnes-Video-2.5Sapiens AIYes------Yes
SAAgnes-Video-V2.0Sapiens AI-Yes-----Yes
VRBach 1.0 ProVideo Rebirth-Yes-----Yes
VRBach-1.0 PreviewVideo RebirthYes------Yes
CBorealCreatifyYes------Yes
ZACogVideoX-5BZ AIYes------Yes
Cosmos3-Super-Image2VideoNVIDIA-Yes-----Yes
Cosmos3-Super-Image2Video-4StepNVIDIA-Yes-----Yes
Dreamina Seedance 2.0ByteDanceYes------Yes
Dreamina Seedance 2.0 720pByteDance-Yes-----Yes
Dreamina Seedance 2.5ByteDanceYes------Yes
FLUX 3Black Forest LabsYes------Yes

Image-to-Video Leaderboard Models

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

30 of 136 rows
Columns

Show columns

Sort by
Model
Input -> output
Native price
Provider
Context
Released
ModelSAAgnes-Video-2.5Sapiens AIInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelSAAgnes-Video-V2.0Sapiens AIInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelVRBach 1.0 ProVideo RebirthInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelVRBach-1.0 PreviewVideo RebirthInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelCRBorealCreatifyInput -> 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 2.0ByteDanceInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelBYDreamina Seedance 2.0 720pByteDanceInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelBYDreamina Seedance 2.5ByteDanceInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelBFFLUX 3Black Forest LabsInput -> outputtext -> 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
ModelGOGemini Omni Flash 1.1GoogleInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelHIGenjutsuHiggsfieldInput -> outputvideo -> videoNative priceN/AProviderN/AContextN/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
ModelXAGrok Imagine Video 1.5 LitexAIInput -> outputtext -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelMIHailuo 02 FastMiniMaxInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelMIHailuo 02 ProMiniMaxInput -> outputimage -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelMIHailuo 02 StandardMiniMaxInput -> outputimage -> 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
ModelALHappy Horse 1.1AlibabaInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelAAHappyHorse-1.1Alibaba-ATHInput -> outputimage, text -> videoNative priceN/AProviderN/AContextN/AReleasedN/A
ModelHEHeyGen Video (ultraquality)HeyGenInput -> outputtext -> 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
PixVerse3
WAN Video2
Google2
xAI2
Video Rebirth1
MiniMax1
Vimoo1

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?

Bach 1.0 Pro is currently ranked first with 65.76 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?
947.241,096.741,246.241,395.751,545.251K5.1K25.4K126.6K632.4KVPAVLLVLLPASource 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 84 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 modelBach 1.0 Pro65.76 score · 35.00% coverage
Closest challengerMiniMax H30.52 LLMBoard points behind
Most votesHailuo 2.3405786 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
    VR
    Bach 1.0 ProVideo Rebirth
    LLMBoard Image-to-Video Score
    65.76

    Strengths

    • Ranks #1 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
  2. 02
    MI
    MiniMax H3MiniMax
    LLMBoard Image-to-Video Score
    65.24
    Price
    $0.08 / second (720p) via MiniMax (minimax.io)

    Strengths

    • Ranks #2 on the current image-to-video LLMBoard ranking
    • 57,112 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
  3. 03
    WV
    WAN Video
    LLMBoard Image-to-Video Score
    64.69

    Strengths

    • Ranks #3 on the current image-to-video LLMBoard ranking
    • 3,442 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
  4. 04
    VI
    Vimoo
    LLMBoard Image-to-Video Score
    64.67

    Strengths

    • Ranks #4 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
  5. 05
    GO
    Google
    LLMBoard Image-to-Video Score
    64.49
    Price
    $0.10 / second (720p) via Google

    Strengths

    • Ranks #5 on the current image-to-video LLMBoard ranking
    • 3,734 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

Selection summary

Best AI Models for Image-to-Video

Bach 1.0 Pro currently leads the image-to-video ranking at 65.76. 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.

WAN 3.0
Vimoo 1.0
Gemini Omni 1.1 Flash
LLMBoard rank #1Bach 1.0 Pro65.76
LLMBoard rank #2MiniMax H365.24
LLMBoard rank #3WAN 3.064.69