Best image-to-video models
A leaderboard of the best image-to-video models. Gemini Omni 1.1 Flash is #1 right now, followed by MiniMax H3 and Gemini Omni Flash. Models are ranked on human votes and tests that turn an image into a video. Filter by your computer or budget to find the best one you can use.
Scores use reviewed image to video evaluations only. Compare scores within this task. Models without task measurements are excluded.
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Score vs API price
● open weights ◆ API only ─┘ best score for the price · x: USD per second of video (log)
| # | model | task score↓ | where↓ | speed↓ | sources |
|---|
| # | model | task score↓ | where↓ | speed↓ | sources |
|---|---|---|---|---|---|
| 1 |  Gemini Omni 1.1 Flash | 82±2 | api $0.10/sec |   | |
| 2 |  MiniMax H3 | 80±2 | api $0.13/sec +local |  | |
| 3 | Gemini Omni Flash | 77±2* | api $0.10/sec | | |
| 4 |  Dreamina Seedance 2.0 | 77±2 | api $0.30/sec | | |
| 5 |  Dreamina Seedance 2.5 | 75±2* | api $0.30/sec | | |
| 6 |  FLUX 3 Video | 75±2 | api $0.17/sec | | |
| 7 |  Wan 3.0 | 73±2 | api $0.10/sec | | |
| 8 |  HiDream-O1-Video 1.0 | 72±4* | comparison only | | |
| 9 | Wan 2.2 I2V Flash | 70±5* | api $0.036/sec | | |
| 10 |  Grok Imagine Video 1.5 | 70±2 | api $0.080/sec | | |
| 11 |  Kling 3.0 | 69±7* | api $0.084/sec | | |
| 12 | Grok Imagine Video | 67±2 | api $0.050/sec | | |
| 13 |  HappyHorse 1.0 | 67±2* | api $0.14/sec | | |
| 14 | Wan 2.2 I2V Plus | 66±5* | api $0.10/sec | | |
| 15 | Kling 3.0 Pro | 66±2 | api $0.11/sec | | |
| 16 |  Veo 3.1 Fast | 64±2 | api $0.10/sec | | |
| 17 | Veo 3.1 | 64±2 | api $0.40/sec | +3 | |
| 18 | Wan 2.7 | 63±2 | api $0.10/sec | | |
| 19 |  Runway Gen-4.5 | 62±7* | api $0.12/sec | | |
| 20 | Wan 2.6 | 61±2 | api $0.10/sec | | |
| 21 | Kling 2.6 Pro | 60±2* | api $0.070/sec | | |
| 22 |  Vidu Q3 Pro | 60±2* | api $0.10/sec | | |
| 23 |  Sora 2 | 59±2 | comparison only | | |
| 24 | HappyHorse 1.1 | 57±15* | api $0.14/sec | | |
| 25 | Veo 3 Fast | 56±4* | comparison only | | |
| 26 |  PixVerse V5.6 | 56±2* | api $0.045/sec | | |
| 27 | Wan 2.5 Preview | 56±2 | api $0.10/sec | | |
| 28 | Wan 2.1 I2V Plus | 53±6* | api price unknown | | |
| 29 | Veo 3 | 53±3 | comparison only | | |
| 30 |  Cosmos3-Super | 53±7*† | local | | |
| 31 | Cosmos3-Nano | 51±6* | local | | |
| 32 | Seedance 1.0 Pro | 50±4* | api $0.052/sec | | |
| 33 | Kling 2.5 Turbo Pro | 49±4 | api $0.070/sec | | |
| 34 | Wan 2.6 Flash | 49±8* | api $0.025/sec | | |
| 35 | Hailuo 2.3 | 48±4* | api $0.047/sec | | |
| 36 | Vidu Q3 | 48±15* | comparison only | | |
| 37 | Wan 2.2 I2V A14B | 48±2 | api $0.080/sec +local | | |
| 38 | Vidu Q2 Turbo | 46±4* | api $0.050/sec | | |
| 39 |  P-Video | 46±4* | api $0.020/sec | | |
| 40 | Hailuo 02 | 45±4* | api $0.047/sec | | |
| 41 | Runway Gen-4 | 45±5* | comparison only | | |
| 42 | Kling 2.1 Master | 45±4* | api $0.28/sec | | |
| 43 | Seedance 1.5 Pro | 45±2 | api $0.052/sec | | |
| 44 | Kling 2.1 Standard | 44±4* | api $0.050/sec | | |
| 45 |  Ray 3 | 44±4* | comparison only | | |
| 46 | Kling 1.6 (Pro mode) | 44±4* | comparison only | | |
| 47 |  HunyuanVideo 1.5 (I2V) | 44±3 | api $0.075/sec +local | | |
| 48 | Vidu Q2 Pro | 43±4* | comparison only | | |
| 49 |  LongCat-Video | 43±3* | api $0.040/sec +local | | |
| 50 | Cosmos-Predict2.5-2B | 42±3 | comparison only | | |
| 51 | Cosmos-Predict2-14B-Video2World | 42±7* | comparison only | | |
| 52 | Cosmos-Predict2-2B-Video2World | 42±7* | comparison only | | |
| 53 | Seaweed-7B | 41±5*† | comparison only | | |
| 54 |  MAGI-1 24B | 41±4* | comparison only | | |
| 55 | Hailuo 01 (MiniMax video-01 / I2V-01) | 41±5* | api $0.083/sec | | |
| 56 | Wan2.1-I2V-14B-720P | 41±4* | comparison only | | |
| 57 | HunyuanVideo 1.5 | 40±4* | api $0.075/sec +local | | |
| 58 | Wan 2.2 TI2V 5B | 40±4 | api price unknown +local | | |
| 59 | Cosmos-Predict2.5-14B | 39±4* | comparison only | | |
| 60 | Seedance 1.0 Lite | 38±4* | comparison only | | |
| 61 | Wan 2.1 I2V Turbo | 38±7* | api price unknown | | |
| 62 | HunyuanVideo-I2V | 38±3 | local | | |
| 63 | Runway Gen-3 Alpha | 37±5* | comparison only | | |
| 64 | Wan 2.2 A14B | 37±4* | api $0.080/sec +local | | |
| 65 | Veo 2 | 36±3* | comparison only | | |
| 66 |  LTX-2 | 36±4* | local | | |
| 67 | Ray 2 | 32±3* | comparison only | | |
| 68 | MAGI-1 4.5B | 31±5* | comparison only | | |
| 69 | Sora (original, 2024) | 28±5* | comparison only | | |
| 70 | UniVideo | 28±3* | comparison only | | |
| 71 | LTX-2.3 | 23±3* | api $0.040/sec +local | | |
| 72 | Runway Gen-4 Turbo | 23±4* | api $0.050/sec | | |
| 73 |  DynamiCrafter (1024) | 21±4* | comparison only | | |
| 74 |  Pika 2.2 | 16±4* | api $0.040/sec | |
Includes 24 comparison-only models with no verified API or download · hide them
74 of 74 catalogue models listed here · sources and licences
* new or thinly tested: ranked on too few benchmark results · † only the maker’s own numbers so far · ~RAM is estimated; full context may need more memory