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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
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Consistent Character by fofr
✓ verifiedFreemium
Cloud API to run and deploy open-source ML models; major developer platform.
👁 1.3M/mo♥ 17K
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Code Autopilot
✓ verifiedFreemium
AI GitHub companion that summarizes PRs, answers questions and proposes fixes inside issues and pull requests.
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Gumloop
✓ verifiedFreemium
No-code platform for building and running AI agents that automate work across data, sales and support tasks.
👁 701K/mo
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Lovable
✓ verifiedFreemium
Chat-based AI builder turning ideas into full software products.
👁 35M/mo♥ 69K
Pricing
CPU: $0.000100/sec
Nvidia A100 (80GB) GPU: $0.001400/sec
2x Nvidia A100 (80GB) GPU: $0.002800/sec
4x Nvidia A100 (80GB) GPU: $0.005600/sec
8x Nvidia A100 (80GB) GPU: $0.011200/sec
Nvidia H100 GPU: $0.001525/sec
Nvidia L40S GPU: $0.000975/sec
2x Nvidia L40S GPU: $0.001950/sec
4x Nvidia L40S GPU: $0.003900/sec
8x Nvidia L40S GPU: $0.007800/sec
Nvidia T4 GPU: $0.000225/sec
2x Nvidia H100 GPU: $0.003050/sec
4x Nvidia H100 GPU: $0.006100/sec
8x Nvidia H100 GPU: $0.012200/sec
No public pricing
No public pricing
Pro: $37/month (20k+ credits/month, unlimited seats)
No public pricing
Free trial available
Core features
- ✦Run open-source machine learning models via API
- ✦Fine-tune models with custom data
- ✦Deploy custom models at scale
- ✦Automatic scaling of resources
- ✦Access to thousands of community-contributed models
- ✦Chat inside GitHub issues and PRs
- ✦Task-to-implementation plans with code
- ✦Automatic bug-fix suggestions
- ✦Pull-request summaries for faster review
- ✦Full-codebase context
- ✦GitHub-native integration
- ✦Fast tensor operations
- ✦Differentiable tensors for gradient-based optimization
- ✦Network connectivity
- ✦Integration with Bun and Flashlight
- ✦Support for GPU computation with CUDA (Linux) and CPU computation (macOS)
- ✦Visual canvas to orchestrate multi-agent workflows
- ✦Prebuilt specialized agents (data, support, CRM, sales)
- ✦Access to many AI models with no vendor lock-in
- ✦Slack, Teams and email agent interaction
- ✦Recurring/scheduled tasks and triggers
- ✦Enterprise security: RBAC, VPC, audit logs, spend controls
- ✦AI-powered software development
- ✦Chat-based interface for specifying requirements
- ✦Full-stack engineering capabilities
- ✦Rapid app prototyping
Use cases
- →Generating images from text prompts
- →Generating videos from text prompts
- →Restoring old photos
- →Generating captions for images
- →Fine-tuning models for specific tasks
- →Deploying AI features in applications
- →Speeding up pull-request reviews
- →Implementing features from task descriptions
- →Debugging with AI-proposed solutions
- →Answering questions about a repo
- →Boosting a solo developer's output
- →Creating and manipulating datasets
- →Training small machine learning models
- →Implementing advanced training and inference logic
- →Building applications that require tensor computations
- →Automate data analysis and reporting
- →Triage support tickets and spot patterns
- →Keep a CRM updated and research prospects
- →Deploy AI agents across a team's tools
- →Creating developer portfolios
- →Building real estate listings applications
- →Developing file uploaders
- →Generating slide presentations
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