Aug 17, 2025
Compare AI Video Editing (2025)
By Core API Team
VideoEditingTools2025
Compare AI Video Editing (2025)
AI video editing spans enhancement (denoise, upscale), temporal effects (interpolation), and content ops (captioning, cut detection, style). Here’s how leading tools compare and how to call them via a unified API.
At‑a‑glance
| Tool | Strengths | Trade‑offs | Best for | 
|---|---|---|---|
| Runway Gen‑4 Turbo | Fast i2v/t2v and edits | Style variance, brand control | Social edits, quick turns | 
| Pika | Motion strength, stylization | Iteration to match look | Short form, stylized cuts | 
| Stable Video | Open stack, flexible | Setup/params complexity | Custom workflows, RnD | 
| Commercial upscalers (SR) | Sharpening, upscale to 4K | Detail hallucination risk | Restoration, archival | 
Feature comparison
| Capability | Runway | Pika | Stable Video | SR Tools | 
|---|---|---|---|---|
| Captioning | ✅ | ⚠️ (pipeline) | ✅ (pipeline) | ❌ | 
| Cut detection | ✅ | ⚠️ | ✅ | ❌ | 
| Stylization | ✅ | ✅ | ✅ | ❌ | 
| Upscaling (SR) | ✅ | ✅ | ✅ (pipeline) | ✅ | 
| Frame interpolation | ⚠️ | ✅ | ✅ | ❌ | 
Unified API examples
Runway editing — JavaScript
import axios from "axios";
const res = await axios.post(
  "https://api.coreapi.com/v1/runway/generate",
  {
    prompt: "Stylize this clip as watercolor animation",
    init_video_url: "https://example.com/clip.mp4",
    motion: 0.4,
  },
  { headers: { Authorization: `Bearer ${process.env.CORE_API_KEY}` } }
);
console.log(res.data);
Stable Video — Python
import requests, os
r = requests.post(
    "https://api.coreapi.com/v1/stable-video/generate",
    json={
        "prompt": "Interpolate missing frames to 24fps, preserve content",
        "init_video_url": "https://example.com/clip.mp4",
        "fps": 24,
    },
    headers={"Authorization": f"Bearer {os.environ['CORE_API_KEY']}"},
)
print(r.json())
Practical guidance
- For restoration (old footage), combine denoise → upscale → interpolate.
 - For stylized edits, keep motion moderate to avoid warping.
 - Always A/B on a short segment before batch processing.