TL;DR: Ran the same 20 prompts through 8 video generation APIs in June 2026. Kling V3 wins on cost-quality ($0.061/video, native 4K, 6-shot multi-shot). Seedance 2.0 wins on cinematic camera control. Sora 2 wins on prompt adherence. Hailuo 2.3 wins on speed (~30s generation). Six of the top eight are accessible through one LinkModel API key — same SDK, same code.
How We Tested
We ran the same 20 test prompts through every API — following the evaluation methodology described in VBench (the standard video generation benchmark) — covering product demos, character animation, cinematic scenes, and social content. Scored on output quality, cost per video, generation speed, and feature set.
All models tested via their best available API endpoint. Models available through LinkModel are marked with pricing from that gateway (10–30% below direct).
The Ranking
#1: Kling V3 — Best Overall
Model page → | $0.061/video (720P)
Native 4K/60fps. 6-shot multi-shot with character consistency. Built-in audio in 5 languages. At $0.061 per generation, the cost-quality ratio is unmatched. Our standard test prompt scored highest on temporal coherence (no flickering, no morphing between frames).
Best for: Everything except ultra-cinematic shots where you need specific camera language.
#2: Seedance 2.0 — Best Cinematic Quality
Model page → | ~$3.87/video (720P)
Won our camera control tests by a wide margin. When you specify "dolly zoom" or "steadicam follow," it delivers the actual technique, not an approximation. Physics simulation (fluid, cloth, hair) is noticeably more realistic than competitors.
Best for: Brand films, music videos, anything where production value justifies 60x Kling's price.
See: Seedance 2.0 Prompting Playbook
#3: Sora 2 — Best Prompt Adherence
Model page → | $0.34/video (720P)
What you describe is what you get. Sora's literal interpretation beats every model when your prompt is precise and you need deterministic output. The downside: no audio, no multi-shot, content policy rejects some legitimate use cases.
Best for: Templated content where exact prompt adherence matters more than features.
#4: Hailuo 2.3 — Fastest Generation
Model page → | $0.392/video (1080P, 6s)
~30 second generation time vs 60–90s for competitors. If you're producing 50+ clips daily for social, Hailuo's throughput is the practical bottleneck remover.
Best for: High-volume social content teams.
#5: Wan 2.6 — Best Chinese-Language Content
Native cultural understanding for Chinese-speaking audiences. Text rendering in Chinese characters works significantly better than Western-trained models.
Best for: Chinese market content.
#6: HappyHorse 1.0 — Best Character Animation
Purpose-built for expressive cartoon/anime character movement. If personality needs to come through in motion, this specialization shows.
#7: Runway Gen-4
~$0.50/video | Not on LinkModel
Motion Brush and style transfer give artists fine-grained control. Tradeoff: separate account, higher cost, no unified API.
#8: Pika 2.2
~$0.20/video | Not on LinkModel
Good for artistic/stylized content at a low price point. Web-only, limited API access.
Comparison Table
| Model | Price | Resolution | Audio | Multi-shot | Speed | On LinkModel |
|---|---|---|---|---|---|---|
| Kling V3 | $0.061 | 4K/60fps | ✅ 5 langs | ✅ 6 shots | 60s | ✅ |
| Seedance 2.0 | $3.87 | 1080P | ✅ 8 langs | ✅ | 45s | ✅ |
| Sora 2 | $0.34 | 1080P | ❌ | ❌ | 90s | ✅ |
| Hailuo 2.3 | $0.392 | 1080P | ❌ | ❌ | 30s | ✅ |
| Wan 2.6 | Variable | 1080P | ✅ | ❌ | 60s | ✅ |
| HappyHorse | Variable | 1080P | ❌ | ❌ | 60s | ✅ |
| Runway Gen-4 | ~$0.50 | 1080P | ❌ | ❌ | 45s | ❌ |
| Pika 2.2 | ~$0.20 | 1080P | ❌ | ❌ | 30s | ❌ |
Quick Decision Guide
Need cheapest per-video? → Kling V3 ($0.061)
Need 4K native? → Kling V3
Need cinema-grade camera work? → Seedance 2.0
Need audio/lip-sync? → Kling (5 langs) or Seedance (8 langs)
Need fastest batch production? → Hailuo 2.3 (~30s)
Need exact prompt matching? → Sora 2
Need Chinese content? → Wan 2.6
Cost at Scale (1,000 videos/month)
| Model | Monthly Cost |
|---|---|
| Kling V3 | $61 |
| Sora 2 | $340 |
| Hailuo 2.3 | $392 |
| Runway | ~$500 |
| Seedance 2.0 | $3,870 |
Try Them All From One Account
Every model marked ✅ runs through LinkModel — see all models. One key, one SDK, one bill:
from openai import OpenAI
client = OpenAI(base_url="https://api.linkmodel.ai/v1", api_key="your-key")
# A/B test — identical code, swap model name
for model in ["kling-v3", "seedance-2-0", "sora-2"]:
r = client.chat.completions.create(
model=model,
messages=[{"role": "user", "content": "Your prompt"}],
extra_body={"resolution": "720P", "duration": 5}
)Sign up free for $1 instant credit (16 Kling V3 videos). Check pricing for volume details.
One key, every video model
Kling, Seedance, Sora, Hailuo, Wan, HappyHorse — switch between them by changing one model parameter. OpenAI SDK compatible.
