Runway ML Review: 3 Months In

Runway promised AI-powered video creation. After using it on real client projects, here’s what it actually delivers.

What Runway Does

Runway is an AI toolkit for video:

• Gen-2: Text-to-video and image-to-video generation
• Video editing: AI-powered tools (background removal, inpainting, etc.)
• Motion tracking: Automatic object tracking
• Color grading: AI-assisted color correction

The standout is Gen-2 video generation. That’s what most people come for.

Gen-2 Video Generation: The Reality

What You Can Actually Make

Good results:

• Abstract visuals and textures
• Establishing shots (cityscapes, nature)
• Stylized animation
• Dream sequences
• B-roll that doesn’t need to be perfect

Mediocre results:

• Human movement (uncanny valley)
• Specific product shots
• Anything requiring consistency
• Lip sync

Poor results:

• Hands (still a problem)
• Text in video
• Complex actions
• Long-form content

Real-World Example

Client project: Needed a 5-second shot of a futuristic city for a tech explainer.

Traditional approach: Stock footage ($50-200) or commission animator ($500+).

Runway approach: Text prompt, 2 minutes, 10 generations, picked the best. Total cost: ~$2 in credits.

The result wasn’t perfect, but for a 5-second B-roll shot? More than good enough.

Quality Assessment

Resolution: Up to 4K with upscaling, native 1080p

Length: 4-16 seconds per generation

Consistency: Varies. Some gens are great, some are unusable.

Success rate: About 3-4 good results per 10 generations for me.

The Other AI Tools

Background Removal (Green Screen)

Rating: 9/10

This actually works remarkably well. I’ve used it on client footage and the results are broadcast-ready.

• Handles hair and fine details
• Works on moving subjects
• Faster than rotoscoping

When I use it: Every week on real projects.

Inpainting

Rating: 7/10

Remove objects from video. Works for:

• Simple backgrounds
• Static elements
• Non-critical areas

Struggles with:

• Complex motion
• Detailed backgrounds
• Central subjects

Motion Tracking

Rating: 8/10

Automatic tracking that actually works. Saves time over manual keyframing.

Color Match

Rating: 6/10

Tries to match color grades between shots. Hit or miss. Professional colorists won’t replace their workflow, but useful for quick projects.

Pricing Reality

Free Tier

• 125 credits
• Limited Gen-2 access
• Good for evaluation

Standard ($15/month)

• 625 credits/month
• Gen-2 access
• Enough for occasional use

Pro ($35/month)

• 2250 credits/month
• Priority generation
• What most serious users need

Unlimited ($95/month)

• Unlimited generations
• All features
• For heavy production use

Credit consumption:

• Gen-2 video: ~20-100 credits per generation
• Other tools: 1-20 credits per use

My experience: Pro plan works for 2-3 client projects per month involving AI video.

Workflow Integration

What Works

Quick B-roll generation:

1. Write prompt describing needed shot
2. Generate 10 variations
3. Pick best result
4. Drop into timeline

Saves hours compared to finding/licensing stock footage.

Background removal on set: Shoot without green screen, remove background in Runway. Game-changer for small productions.

What Doesn’t Work

Primary content creation: You can’t make a whole video in Runway. Quality and consistency aren’t there.

Replacing professional tools: Runway complements Premiere/After Effects, doesn’t replace them.

Who Should Use Runway

Perfect For

Video producers: B-roll generation, background removal, quick fixes

Motion designers: Experimental visuals, texture generation, concept exploration

Content creators: YouTube intros, social media visuals, thumbnails

Indie filmmakers: Low-budget VFX, establishing shots, dream sequences

Not Ideal For

Traditional editors: If you don’t need AI generation, tools are expensive for what they do

High-end production: Quality isn’t broadcast-ready for primary content

Beginners: Learning curve exists, traditional skills still needed

Compared to Alternatives

vs. Pika Labs

Pika is newer with different strengths. Runway is more mature with better tools ecosystem.

vs. Stable Video Diffusion

Open source alternative. Runway is easier but costs money.

vs. Traditional Stock Footage

Stock is more reliable. Runway is cheaper and unique. Use both.

Tips for Better Results

Prompting

Be specific: “Aerial shot of a modern glass skyscraper at sunset, cinematic lighting, drone footage style, 4K quality”

Include style references: “In the style of a Christopher Nolan film” “Documentary footage aesthetic”

Specify camera movement: “Slow dolly forward” “Static wide shot”

Generation Strategy

1. Start with 4-second generations
2. Generate 10+ variations
3. Pick best 2-3
4. Use extend feature if needed

Know the Limits

• Don’t expect perfection
• Plan for multiple generations
• Have backup traditional options

The Honest Verdict

Runway ML Rating: 7.5/10

The Good

• Gen-2 actually produces usable results
• Background removal is excellent
• Speeds up specific parts of workflow
• Active development, improving fast

The Bad

• Expensive for heavy use
• Quality inconsistent
• Can’t replace traditional skills
• Credits disappear fast

The Bottom Line

Runway is a valuable tool for video professionals. It’s not a magic solution, but it genuinely saves time and money on certain tasks.

Worth it if:

• You produce video regularly
• You need B-roll generation
• You do green screen work
• You’re willing to learn its quirks

Skip it if:

• You’re a hobbyist
• You need consistent, predictable results
• Budget is very tight
• You don’t already know video production

Start with the free tier. See if it fits your workflow. Upgrade only when you hit the limits.