Spatial
- Physis-Lang (Cosmos3 Super)59.9±1.4
- MiniMax H358.9±0.8
- Cosmos3 Super57.4±1.5
- Seedance 2.557.2±0.7
- Physis-Lang (Cosmos3 Nano)56.2±1.8
// measuring visual intelligence_
Physics-IQ Verified
Benchmark track
I2V Verified Ranking
Model results
| 1 | 48.2%±1.4 | i2v | Yes | 2026-09-25 | |
| 2 | 43.3%±1.5 | i2v | Yes | 2026-09-25 | |
| 3 | 42.7%±0.8 | i2v | Yes | 2026-09-04 | |
| 4 | 42.4%±0.8 | i2v | Yes | 2026-09-28 | |
| 5 | 39.8%±0.3 | i2v | Yes | 2026-08-24 | |
| 6 | 37.3%±0.9 | i2v | Yes | 2026-09-04 | |
| 7 | 36.2%±0.7 | i2v | Yes | 2026-08-27 | |
| 8 | 35.3%±0.4 | i2v | Yes | 2026-09-28 | |
| 9 | 34.8%±0.6 | i2v | Yes | 2026-06-17 | |
| 10 | 33.7%±1.4 | i2v | Yes | 2026-06-19 | |
| 11 | 33.4%±0.8 | i2v | No | 2026-06-17 | |
| 12 | 33.4%±0.2 | i2v | Yes | 2026-09-28 | |
| 13 | 32.7%±1.1 | i2v | Yes | 2026-08-31 | |
| 14 | 32.2%±0.6 | i2v | No | 2026-06-17 | |
| 15 | 31.8%±0.3 | i2v | Yes | 2026-09-28 | |
| 16 | 31.8%±1.5 | i2v | No | 2026-08-18 | |
| 17 | 30.8%±0.9 | i2v | Yes | 2026-08-07 | |
| 18 | 30.0%±0.5 | i2v | Yes | 2026-09-28 | |
| 19 | 27.7%±0.9 | i2v | No | 2026-08-18 | |
| 20 | 26.5%±0.8 | i2v | Yes | 2026-06-17 | |
| 21 | 25.3%±1.8 | i2v | No | 2026-06-17 |
Metric Breakdown
Submetric leaders
Spatiotemporal
- Physis-Lang (Cosmos3 Super)41.6±3.1
- CogVideoX-5B35.5±4.9
- Cosmos3 Super32.5±1.0
- Physis-Lang (Cosmos3 Nano)31.0±2.2
- Kandinsky-WM 1.030.0±2.7
Weighted Spatial
- Physis-Lang (Cosmos3 Super)48.5±1.1
- Physis-Lang (Cosmos3 Nano)43.4±2.2
- Cosmos3 Super43.0±1.5
- Seedance 2.542.7±0.9
- MiniMax H340.5±0.8
MSE
- Physis-Lang (Cosmos3 Super)43.0±1.3
- Physis-Lang (Cosmos3 Nano)42.6±0.8
- Seedance 2.541.3±1.0
- Cosmos3 Super37.8±0.4
- MiniMax H337.0±0.7
Cost Frontier
Score vs Cost ($)
Phys-IQ verified
Normalized cost
Grok Imagine VideoGrok Imagine VideoxAIScore: 34.8 ±0.6Normalized cost $0.352Model source
Hunyuan Video 1.5Hunyuan Video 1.5TencentScore: 33.4 ±0.8Normalized cost $0.604Model source
P-VideoP-VideoPruna AIScore: 25.3 ±1.8Normalized cost $0.100Model source
Sora 2Sora 2OpenAIScore: 26.5 ±0.8Normalized cost $0.640Model source
Wan 2.2 14BWan 2.2 14BAlibabaScore: 32.2 ±0.6Normalized cost $0.165Model source
Wan 2.2 5BWan 2.2 5BAlibabaScore: 27.7 ±0.9Normalized cost $0.090Model source
CogVideoX-5BCogVideoX-5BZ.aiScore: 31.8 ±1.5Normalized cost $1.256Model source
MiniMax H3MiniMax H3MiniMaxScore: 39.8 ±0.3Normalized cost $0.438Model source
MiniMax H3 MaxMiniMax H3 Maxfal.aiScore: 36.2 ±0.7Normalized cost $0.482Model source
Kandinsky-WM 1.0Kandinsky-WM 1.0Kandinsky LabScore: 30.8 ±0.9Normalized cost $0.222Model source
Cosmos3 NanoCosmos3 NanoNVIDIAScore: 37.3 ±0.9Normalized cost $0.434Model source
Cosmos3 SuperCosmos3 SuperNVIDIAScore: 42.7 ±0.8Normalized cost $0.823Model source
Gemini Omni FlashGemini Omni FlashGoogleScore: 33.4 ±0.2Normalized cost $0.609Model source
Gemini Omni 1.1 FlashGemini Omni 1.1 FlashGoogleScore: 35.3 ±0.4Normalized cost $0.609Model source
Veo 3.1 FastVeo 3.1 FastGoogleScore: 30.0 ±0.5Normalized cost $0.600Model source
Veo 3.1 LiteVeo 3.1 LiteGoogleScore: 31.8 ±0.3Normalized cost $0.300Model source
Seedance 2.5Seedance 2.5SeedanceScore: 42.4 ±0.8Normalized cost $2.838Model source
$0.000
$2.838
15%
50%
* Price via leading API providers or estimated via GPU market rate, May 2026. Generation cost is normalized to 24 FPS and 1280-wide output. Separate LLM prompt overhead is added after video normalization where used. n.d. denotes values not publicly disclosed by the model provider. GPU implementations were done to the best of our knowledge and as close as possible to the recommended setup.