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Fireworks vs Viewlify

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Fireworks compared with Viewlify
Detail FireworksViewlify logo Viewlify
What it doesOwn Your Specialized Intelligence TikTok videos that outperform, for your agent or your app
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Not given
PricingServerless inference with per-token pricing (pay for output, input, and cached tokens). Training pricing from $0.50 to $10.00 per 1M training tokens depending on model size and fine-tuning type. On-demand deployments at $0.134 to $0.334 per minute ($8 to $20 per hour) for various GPU types. Pay as you go: $0.005 per call ($5 for 1,000 calls), $1.00 free credit when you sign up. Top up with $5, $10, $25, $50 (+10% credit) or $100 (+10% credit). Pro plan: $69/month with 1,000 searches per day included. Agency plan: $299/month with 5,000 searches per day included. All paid plans include a
Key features
  • Guided training runs
  • Configuration-led training
  • Custom training logic
  • Serverless inference
  • On-demand dedicated deployments
  • Reserved capacity
  • OpenAI compatible API
  • Model library with latest open models
  • Reinforcement learning support
  • Multi-region deployments
  • Search TikTok videos by keyword, creator, or hashtag
  • Measure videos against creator's usual performance (vsUsual metric)
  • View history showing performance over time
  • Shares per 1,000 views metric
  • Sort by trending, outlier, views, recent, engagement or shares
  • Track your own accounts with followers and video analytics
  • Daily video ideas and AI video checks
  • MCP integration with Claude and Cursor
  • REST API and command-line interface
  • Rate limit of 60 calls per minute, up to 50 videos per call
What makes it different
  • Drop-in replacement for closed-model APIs with cost savings of 50-75%
  • Instant production deployment from any training checkpoint in seconds
  • Optimized inference engine for industry-leading throughput and latency
  • Elastic and global RL inference scaling
  • Own the complete learning loop for specialized intelligence
  • Data refreshed daily with view history tracking, not a live scraper
  • Measures performance relative to creator's baseline, not absolute views
  • Three public MCP tools work without an API key as preview
  • Includes trending hashtags and sounds in search results
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)80 +1 (up) since last check2 no change since last check
Trust Flow (Majestic)335
Citation Flow (Majestic)5213
Referring domains (Majestic)56085

4 details filled in for both companies.

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