Ollama vs LocalAI: Self-Hosted Model Serving Release Velocity & Stability
Side-by-side engineering comparison of Ollama and LocalAI based on real-time release frequency, average AI impact score, and breaking change ratio.
Partial sample of stable product releases published in the last 90 days. Package releases and prereleases are excluded. Missing releases may affect every metric. No compatibility guarantee is implied.
| Engineering Metric | Ollama | LocalAI |
|---|---|---|
| Category | AI | AI |
| Latest Tracked Version | v0.40.13 (Oct 28, 2026) | v4.12.1 (Oct 23, 2026) |
| Analyzed Releases | 34 tracked updates | 8 tracked updates |
| Average Release Impact Score | 5.1/10 | 6.0/10 |
| Source-flagged Breaking Releases | 0 releases (0%) | 2 releases (25%) |
| Coverage & confidence | Partial sample · 34 releases · 2.0 median days between tracked releases. Compatibility not verified. | Partial sample · 8 releases · 13.0 median days between tracked releases. Compatibility not verified. |
| Actions & Links |
Recent Ollama Updates
Ollama v0.40.13 — Release Notes & Engineering Impact
Version 0.40.13 expands support for Liquid AI’s LFM3 models—including text‑to‑speech variants lfm3‑audio and lfm3‑omni—to Linux and Windows, enabling cross‑platform usage beyond Apple silicon.
Ollama v0.40.12 — Release Notes & Engineering Impact
v0.40.12 adds the LFM3 family of small multimodal models and d1 2B decision models, expanding local AI capabilities on Apple silicon. It also delivers performance improvements and bug fixes without introducing breaking changes.
Ollama v0.40.11 — Release Notes & Engineering Impact
Ollama v0.40.11 adds speech generation on macOS via the `ollama run` command and an OpenAI-compatible `/v1/audio/speech` endpoint, plus introduces d3 decision models for classification, yes/no answers, and probabilistic scoring. These features expand Ollama's multimodal capabilities and structured reasoning without introducing breaking changes.
Ollama v0.40.10 — Release Notes & Engineering Impact
Ollama version v0.40.10 introduces support for NVIDIA's Nemotron 3.5 Bolt E4B vision-language model. Developers can now run this 128K-token context model locally with speculative decoding support.
Ollama v0.40.9 — Release Notes & Engineering Impact
Ollama v0.40.9 brings Flint support to Linux and Windows platforms while improving error handling for streaming OpenAI and Anthropic API endpoints. Additionally, it resolves context length propagation bugs in `ollama launch` and refines thinking configuration logic for web search follow-up requests.
Recent LocalAI Updates
LocalAI v4.12.1 — Release Notes & Engineering Impact
LocalAI v4.12.1. Source highlight: Patch release v4.12.1. Security fix only.
LocalAI v4.12.0 — Release Notes & Engineering Impact
LocalAI v4.12.0 introduces a redesigned web UI, streaming voice responses, native decision routing, and persistent Qdrant vector stores. The release also implements advanced privacy controls, remote MCP OAuth2 authentication, and live GEM-X motion capture.
LocalAI v4.11.0 — Release Notes & Engineering Impact
LocalAI v4.11.0. Source highlight: 🎉 LocalAI 4.11.0 Release! 🚀
LocalAI v4.10.0 — Release Notes & Engineering Impact
LocalAI v4.10.0. Source highlight: 🎉 LocalAI 4.10.0 Release! 🚀
LocalAI v4.9.0 — Release Notes & Engineering Impact
LocalAI v4.9.0. Source highlight: 🎉 LocalAI 4.9.0 Release! 🚀