Every AI video model has trade-offs. These tables break down exactly what you get for your money across every major platform as of March 2026.
Pricing Comparison
| Model | Cost Per Second | 10s Video Cost | Entry Plan |
|---|---|---|---|
| Grok Imagine | ~$0.05 | ~$0.50 | $8/mo (X Premium) |
| Kling 3.0 (Standard) | ~$0.08 | ~$0.80 | $10/mo |
| Kling 3.0 (Pro) | ~$0.17 | ~$1.70 | $35/mo |
| Runway Gen-4.5 | ~$0.12/credit | ~$1.20 | $15/mo |
| Seedance 2.0 | ~$0.14 | ~$1.40 | ~$10/mo (China only) |
| Veo 3.1 Fast | $0.15 | $1.50 | $8/mo (Google AI Plus) |
| Luma Ray3.14 (720p) | ~$0.20 | ~$2.00 | $10/mo |
| Hailuo 2.3 | ~$0.25 | ~$2.50 | $15/mo |
| Veo 3.1 Standard | $0.40 | $4.00 | $22/mo (Google AI Pro) |
Note: These are approximate per-second costs at standard settings. Real project costs are 5-20x higher due to iteration - expect to generate 5-20 clips before getting one usable take.
Resolution and Quality
Elo ratings come from the Artificial Analysis Video Arena (artificialanalysis.ai) where real users vote on blind side-by-side video comparisons. Higher Elo means the model wins more often against other models. It's the most objective quality ranking available.
| Model | Max Resolution | Frame Rate | HDR | Elo (Text-to-Video, No Audio) |
|---|---|---|---|---|
| Seedance 2.0 | 720p (native) | 30fps | No | 1,273 (1st) |
| Kling 3.0 | 4K (3840x2160) | 60fps | Yes (16-bit) | ~1,094 (Pro 1080p) |
| Runway Gen-4.5 | 1080p (native), up to 4K | 24fps | No | Not yet ranked |
| Veo 3.1 | 4K (3840x2160) | 60fps | No | Not yet ranked |
| Luma Ray3.14 | 1080p (native) | 30fps | Yes | Not yet ranked |
| Hailuo 2.3 | 1080p | 30fps | No | Not yet ranked |
| Grok Imagine | 720p | 24fps | No | Not yet ranked |
Source: Artificial Analysis AI Video Arena (artificialanalysis.ai), March 2026. Rankings update continuously as new votes come in.
Maximum Video Length
| Model | Max Length (Single Generation) | Video Extension | Loop Support |
|---|---|---|---|
| Kling 3.0 | 15 seconds | Yes | No |
| Grok Imagine | 15 seconds | Yes (Extend from Frame) | No |
| Runway Gen-4.5 | 10 seconds (up to 60s with multi-shot) | Yes | No |
| Seedance 2.0 | 10 seconds | No | No |
| Luma Ray3.14 | 10 seconds | Yes | Yes |
| Veo 3.1 | 8 seconds | Yes | No |
| Hailuo 2.3 | 6-10 seconds (varies by resolution) | No | No |
Audio and Sound
| Model | Native Audio Generation | Audio Type | Audio Cost Impact |
|---|---|---|---|
| Veo 3.1 | Yes | Dialogue, SFX, music | Included in price |
| Kling 3.0 | Yes | Synchronized audio | +33% cost over base |
| Grok Imagine | Yes | Sound effects, dialogue | Included in price |
| Seedance 2.0 | No | - | - |
| Runway Gen-4.5 | No | - | - |
| Luma Ray3 | No | - | - |
| Hailuo 2.3 | No | - | - |
Camera and Motion Controls
| Model | Camera Controls | Motion Transfer | Multi-Image Input | Image-to-Video |
|---|---|---|---|---|
| Kling 3.0 | Pan, tilt, zoom, dolly, rack focus | Yes (extract and apply) | No | Yes |
| Runway Gen-4.5 | Basic camera presets | No | No | Yes |
| Grok Imagine | No | No | Yes (up to 7 images) | Yes |
| Seedance 2.0 | Basic | No | Yes | Yes |
| Veo 3.1 | Basic | No | No | Yes |
| Luma Ray3 | Basic camera presets | No | No | Yes |
| Hailuo 2.3 | No | No | No | Yes |
Global Availability
| Model | API Access | Web App | Regional Restrictions |
|---|---|---|---|
| Kling 3.0 | Global | klingai.com | None |
| Runway Gen-4.5 | Global | runwayml.com | None |
| Grok Imagine | Global | x.com (via Premium) | None |
| Veo 3.1 | Global | Google AI Studio | None |
| Luma Ray3 | Global | lumalabs.ai | None |
| Hailuo 2.3 | Global | hailuoai.video | None |
| Seedance 2.0 | Limited | Jimeng (China), CapCut (select markets) | China + 7 countries via CapCut |
Best Model by Use Case
Updated April 2026 based on production routing data from Cliprise's 10,000-generation analysis and real studio workflows.
| Use Case | Best Model | Why |
|---|---|---|
| Social volume production | Veo 3.1 Fast | 1080p social-ready output at budget-tier credit cost, 73% first-round approval rate |
| Brand and premium content | Kling 3.0 | Current benchmark for controlled cinematic output, 4K, camera controls |
| Complex multi-element scenes | Sora 2 | Best physics accuracy for scenes with multiple interacting subjects |
| Cinematic quality (hero shots) | Seedance 2.0 | Highest Elo, multimodal input for precise art direction |
| Human talking heads | Veo 3.1 Quality | Optimized for close-range human subjects with native dialogue audio |
| Product animation from stills | Seedance 2.0 | Best image-to-video with multimodal input for product representation |
| Lifestyle and atmospheric | Hailuo 02 | Distinctive motion quality for mood-driven content |
| Sequential character content | Wan 2.6 | Character consistency across multiple shots |
| Music videos | Kling 3.0 + OmniHuman | Camera controls for B-roll, OmniHuman for performance footage |
| Rapid prototyping | Grok Imagine | Cheapest per second, 30s length, multi-image input |
The 75% Overspend Problem
A Cliprise analysis of 10,000 real creator generations found that creators overspend by an average of 75% - wasting $35,442 out of $47,382 in retail credit costs. The primary cause: using premium models for work that doesn't need them.
The breakdown of how creators actually use their generations:
| Usage Type | Percentage | What This Means |
|---|---|---|
| Test and iteration | 61% | Most generations are experiments, not final output |
| Client review and approval | 26% | Showing options to clients for feedback |
| Final deliverables | 13% | Only 13% of generations become the actual delivered work |
43% of creators use premium models for testing work that could run on fast/cheaper models. 67% default to Midjourney for all image work regardless of whether it's needed. The fix: use fast models (Veo 3.1 Fast, Grok Imagine) for iteration and testing, switch to premium (Kling 3.0, Seedance 2.0) only for final deliverables.
Speed comparison: Premium workflow iteration takes 20-24 minutes per round. Fast workflow iteration takes 11-12 minutes. In 30 minutes, a fast workflow achieves 3-4 iterations versus 1-2 for premium - meaning you converge on the right output faster and cheaper.
Open Source Alternatives
| Model | Resolution | Audio | Speed | Requirements |
|---|---|---|---|---|
| Wan 2.7 (Alibaba) | 1080p | Yes | Fast | 24GB+ VRAM GPU |
| LTX-2.3 | 4K | Yes | Fast | 16GB+ VRAM GPU |
| CogVideoX | 720p | No | Slow | 24GB+ VRAM GPU |
| HunyuanVideo | 1080p | No | Slow | 40GB+ VRAM GPU |
Wan 2.7 (released late March 2026) is a major upgrade - enhanced motion, advanced controls, 9-grid image-to-video, and native audio. LTX-2.3 remains the only open-source model with native 4K and audio. LTX Desktop launched as a free, open-source desktop app built on LTX-2.3.
ComfyUI received a 40% performance boost on NVIDIA GPUs with new NVFP4 (3x faster, 60% less VRAM) and NVFP8 (2x faster, 40% less VRAM) formats. AMD ROCm is now natively integrated with a Windows installer.
Image Generation Models (for AI Video Workflows)
| Model | Resolution | Speed | Monthly Cost | Best For |
|---|---|---|---|---|
| Midjourney V8 Alpha | 2K native | 4-5x faster than V7 | $10-120/mo | Concept art, world-building |
| Nano Banana 2 (Google) | Up to 4MP | 4-15 seconds | Included with Gemini | Text rendering, fast iteration |
| FLUX.2 (Black Forest) | 4MP | Moderate | Free (open source) | Photorealism |
| Niji 7 | 2K | Fast | Included with Midjourney | Anime and illustration |
Most professional studios generate hundreds of concept images before touching a video model. The image generation step is where creative direction happens - video generation is execution.
Monthly Budget Estimates for Studios
| Project Type | Generations Needed | Estimated Credit Spend |
|---|---|---|
| Social media clip (15-30s) | 50-100 | $50-200 |
| Product demo (30-60s) | 100-200 | $150-400 |
| Music video (2-4 min) | 300-500 | $500-1,500 |
| Brand commercial (30-60s) | 200-400 | $300-800 |
| Short film (5-10 min) | 500-1,000+ | $1,000-3,000+ |
These estimates include iteration, failed generations, and multiple takes per shot. Actual costs vary significantly based on resolution, model choice, and how many revisions a project requires.