Alternatives to ds4
8 Infrastructure & Ops tools you could use instead. Each one shares a way to connect with ds4 and overlaps on what it does. Strongest match first.
Alternatives

Colibri
CLI · APIRuns large Mixture-of-Experts models such as GLM, DeepSeek V4, and Kimi on consumer hardware by streaming routed…
Verifiedby JustVugg · Infrastructure & Ops · 4 skills · No authWhy Both offer CLI and API. In common: ssd streaming, llm serving, inference.

TensorFold
API · CLIServes local language models from a native Zig binary on Apple Silicon and NVIDIA GPUs with OpenAI- and…
Verifiedby ashhart · Infrastructure & Ops · 3 skills · No authWhy Both offer API and CLI. In common: cuda, llm serving, inference.

vLLM
API · CLIHigh-throughput LLM inference server with OpenAI-compatible API. Serves Llama, Mistral, Qwen, and 30+ model families…
Verifiedby vLLM Project · Infrastructure & Ops · 3 skills · No authWhy Both offer API and CLI. In common: llm serving, gpu, inference.

Magnitude
CLI · APIRuns open-weight models locally on kernels tuned to your hardware and connects them to coding agents through the…
Verifiedby Magnitude · Infrastructure & Ops · 4 skills · No authWhy Both offer CLI and API. In common: llm serving, inference, openai.

FreeToken
CLI · APIServes large Mixture-of-Experts models such as DeepSeek-V4-Flash and GLM-5.2 on consumer NVIDIA GPUs, sharing work…
Verifiedby FlashML · Infrastructure & Ops · 3 skills · No authWhy Both offer CLI and API. In common: gpu, serving, inference.

Baseten
API · CLIDeploys models as production inference APIs with dedicated GPU deployments, Truss packaging, and OpenAI-compatible…
VerifiedOfficialby Baseten · Infrastructure & Ops · 3 skills · API KeyWhy Both offer API and CLI. In common: gpu, serving, inference.

DeepSeek API
APIServes DeepSeek models through OpenAI- and Anthropic-compatible APIs with thinking mode, tool calls, JSON output, and…
VerifiedOfficialby DeepSeek · Language & Translation, Infrastructure & Ops · 5 skills · API KeyWhy Both offer API. In common: deepseek, openai, llm.

Cloudflare Workers AI
APIRuns open-source models on serverless GPUs across Cloudflare's network from Workers, Pages, or the REST API, for text…
VerifiedOfficialby Cloudflare · Infrastructure & Ops, Language & Translation · 5 skills · Bearer TokenWhy Both offer API. In common: gpu, inference, openai.