AgentIndex icon
AgentIndex
asya logo
asya
★ 59
vs
Terradev logo
Terradev
★ 25

asya vs Terradev

asya: Asya is a queue-based actor framework designed for orchestrating AI/ML workloads on Kubernetes, enabling independent scaling and dynamic pipelines. It allows data scientists to write pure Python functions while handling queues, routing, scaling, and monitoring with zero infrastructure code.; Terradev: Terradev is a cross-cloud compute-provisioning CLI that compresses and stages datasets, provisions optimal instances and nodes, and deploys 3-5x faster than sequential provisioning. It supports 21+ GPU cloud providers and includes automatic topology optimization, local GPU discovery, and advanced inference optimization.

01

TL;DR

asya logo
asyaVision / Multimodal · ★ 59

Multi-step AI/ML pipelines (e.g., document processing, image pipelines, LLM workflows).

Read asya full review →
Terradev logo
TerradevVision / Multimodal · ★ 25

Deploy LLM inference services with optimized vLLM and LoRA adapters

Read Terradev full review →
02

Side-by-Side Comparison

Field
asya logoasya
Terradev logoTerradev
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 59
★ 25
License
Apache-2.0
Apache-2.0
Install Command
helm install asya deliveryhero/asya --namespace asya-system --create-namespace
pip install terradev-cli
Updated
1mo ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Actor Framework, Kubernetes, AI/ML Orchestration
anthropic, claude-code, cloud-gpu
03

Features

asya logoasya
01Independent scaling: Each actor scales 0→N based on its own queue depth.
02Zero infrastructure code: Write pure Python functions without dependencies for queues, routing, or retries.
03Dynamic pipelines: Routes are data, not code, allowing modification at runtime.
04Cost efficiency: KEDA autoscaling from zero to max, paying only for active processing.
Terradev logoTerradev
01Automatic NUMA alignment, GPUDirect RDMA, and topology optimization
02Support for 21+ GPU cloud providers with unified CLI
03Local GPU discovery and hybrid compute pools
04vLLM auto-optimization with 6 critical knobs
05Topology-optimized Kubernetes cluster creation
04

Use Cases

asya logoasya
↳Multi-step AI/ML pipelines (e.g., document processing, image pipelines, LLM workflows).
↳Event-driven workloads (e.g., webhook processing, batch predictions, async API backends).
↳Cost-sensitive deployments (e.g., GPU inference, bursty traffic, dev/staging environments).
Terradev logoTerradev
↳Deploy LLM inference services with optimized vLLM and LoRA adapters
↳Run distributed training with automatic topology and NCCL tuning
↳Production multi-tenant deployment with InferX, burst handling, and failover
FAQ

FAQ

What is the difference between asya and Terradev?
Both asya and Terradev are in the Vision / Multimodal category. asya has 59 stars, while Terradev has 25 stars.
Which is better, asya or Terradev?
The best choice depends on your use case. Choose asya if Multi-step AI/ML pipelines (e.g., document processing, image pipelines, LLM workflows)., and Terradev if Deploy LLM inference services with optimized vLLM and LoRA adapters.
Is asya free or open source?
Yes, asya is open source on GitHub (Apache-2.0).
Is Terradev free or open source?
Yes, Terradev is open source on GitHub (Apache-2.0).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to asya →Alternatives to Terradev →asya details →Terradev details →