OctoAI (now NVIDIA) alternatives

Inference cloud spun out of OctoML — acquired by NVIDIA in 2024. Originally TVM-compiler heritage; offered API for OSS LLM/diffusion serving. Full OctoAI (now NVIDIA) record →

  1. 1 vLLM Inference platforms & gateways

    also in Inference platforms & gateways

    OSS ✓ Self-host ✓ Managed ✓ MCP ? ★ 95k released 2026-10-18 Apache-2.0 Compare with OctoAI (now NVIDIA) →

  2. 2 LiteLLM Inference platforms & gateways

    also in Inference platforms & gateways

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 62k released 2026-10-25 MIT (except enterprise/ directory, commercial… Compare with OctoAI (now NVIDIA) →

  3. 3 Anyscale Inference platforms & gateways

    also in Inference platforms & gateways

    OSS — Self-host ✓ Managed ✓ MCP ? ★ 44k released 2026-10-20 proprietary; Ray Apache-2.0 Compare with OctoAI (now NVIDIA) →

  4. 4 TensorRT-LLM Inference platforms & gateways

    also in Inference platforms & gateways

    OSS ✓ Self-host ✓ Managed ✓ MCP ? ★ 15k released 2026-04-20 Apache-2.0 Compare with OctoAI (now NVIDIA) →

  5. 5 SGLang Inference platforms & gateways

    also in Inference platforms & gateways

    OSS ✓ Self-host ✓ Managed ✓ MCP ? ★ 38k released 2026-10-16 Apache-2.0 Compare with OctoAI (now NVIDIA) →

  6. 6 Baseten Inference platforms & gateways

    also in Inference platforms & gateways

    OSS — Self-host ✓ Managed ✓ MCP ✓ ★ 1.2k released 2026-10-21 proprietary; Truss MIT Compare with OctoAI (now NVIDIA) →

  7. 7 Modal Inference platforms & gateways

    also in Inference platforms & gateways

    OSS — Self-host — Managed ✓ MCP ? ★ 530 released 2026-10-16 proprietary; client SDK Apache-2.0 Compare with OctoAI (now NVIDIA) →

  8. 8 Fireworks AI Inference platforms & gateways

    also in Inference platforms & gateways

    OSS — Self-host ? Managed ? MCP ✓ released 2026-10-21 proprietary; Python SDK Apache-2.0 Compare with OctoAI (now NVIDIA) →

Ranked by shared memory design (storage, retrieval, conflict handling, memory unit), same section and shared must-haves (open source, self-hosting, MCP), with adoption as a tie-breaker. ✓ confirmed · — no · ? not in the catalog yet. Want picks for your own requirements? Use the chooser. Checking a whole project? Check your stack.