Baseten
Serve open source and custom AI models with autoscaling cold start optimizations and usage based pricing that includes free credits so teams can prototype and scale production inference fast.
Pricing Free credits, usage based pricing
Category specialized
Difficulty Beginner
Type Web App
Status Active
Layer AI
Game asset creation platform that scales 2D 3D video and realtime art generation with a studio grade pipeline canvas editors and enterprise controls.
Pricing Free / Contact sales
Category specialized
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in Baseten
inferenceservingautoscalinggpuusagemodel-apis
Shared
None
Only in Layer AI
gamesassets2d3dvideo
Key Features
Baseten
- • Pre optimized model APIs for rapid evaluation
- • Bring your own weights with versioned deployments and rollback
- • Autoscaling with fast cold starts
- • Metrics logs and traces to monitor throughput errors and costs
- • Background workers and batch jobs
- • Webhooks and REST endpoints
Layer AI
- • Canvas editors for 2D 3D and video with art direction controls
- • Style and dataset management to keep franchises consistent
- • Versioning review and approvals for live service workflows
- • Enterprise security SSO audit logs and usage reporting
- • Integrations with DCC tools for downstream editing
- • Realtime previews to evaluate looks before heavy renders
Use Cases
Baseten
- → Stand up a chat backend for prototypes then scale
- → Serve fine tuned models behind a stable API
- → Batch process documents or images using workers
- → Replace brittle scripts with autoscaled endpoints
- → Evaluate multiple open models quickly
- → Track token use latency and error spikes
Layer AI
- → Generate concept packs for a new area or season quickly
- → Produce marketing shots and social edits from the same assets
- → Create 3D variations that keep proportions and materials
- → Localize key art while preserving franchise rules
- → Run approvals with version history and feedback trails
- → Unify art production across internal and external teams
Perfect For
Baseten
Backend engineers, ML engineers, product teams, and startups that need fast secure model serving with metrics governance and usage pricing that grows from prototype to production
Layer AI
game studios live service teams art directors technical artists and marketing producers who need scalable creation and governance
Capabilities
Baseten
Model APIs Professional
Metrics and Traces Professional
Workers and Batches Intermediate
Governance Enterprise
Layer AI
Canvas editors Professional
Styles and datasets Professional
DCC pipelines Intermediate
Enterprise controls Intermediate
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