# Core vs LocalAI

> LocalAI scores 68 (B) on agent readiness against Core's 7.3 (F), and leads in every scored category. Both do local inference. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/ghost-core-vs-localai
- Markdown: https://www.anchorterminal.com/compare/ghost-core-vs-localai.md (~2,300 tokens)
- Slim: https://www.anchorterminal.com/compare/ghost-core-vs-localai.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/ghost-core-vs-localai.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-06

LocalAI scores 68 (B) on agent readiness against Core's 7.3 (F), and leads in every scored category. Both do local inference.

- Core: grade F, 7.3/100, rank #460 of 460. Markdown https://www.anchorterminal.com/tools/ghost-core.md · JSON https://www.anchorterminal.com/api/v1/tools/ghost-core.json
- LocalAI: grade B, 68/100, rank #132 of 460. Markdown https://www.anchorterminal.com/tools/localai.md · JSON https://www.anchorterminal.com/api/v1/tools/localai.json

## Which one, for what

### Core (F)

Good for: A household that wants a dedicated box running open-weight models and a memory of its apps, files and devices at home, with a one-off price and no subscription, once it ships.

Watch for: Not shipped on 5 October 2026. Batch 1 is scheduled for 31 October and showed sold out that evening

### LocalAI (B)

Good for: An owner who wants one local server for chat, embeddings, reranking, speech, images and video behind APIs their existing OpenAI, Anthropic or Ollama clients already speak, on almost any accelerator.

Ahead on:
- Reliability, 84 against 5
- Schema & documentation, 81 against 7
- Agent ergonomics, 71 against 4
- Security & auth, 62 against 6
- Payments & pricing, 60 against 10
- Maintenance & community, 80 against 3

Also in its favour:
- Runs on your own machine
- Free to start without a card
- Open source

Watch for: No authentication by default. Loopback, LAN and VPN binds answer every caller, and keys set by environment variable grant full admin


## Score by category

| Category | Weight | Core | LocalAI | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 5 | 84 | LocalAI +79 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 7 | 81 | LocalAI +74 |
| Agent ergonomics | 13% (16.2 this run) | 4 | 71 | LocalAI +67 |
| Security & auth | 14% (17.5 this run) | 6 | 62 | LocalAI +56 |
| Payments & pricing | 10% (12.5 this run) | 10 | 60 | LocalAI +50 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 3 | 80 | LocalAI +77 |
| Transparency & trust | 7% (8.8 this run) | 45 | 47 | LocalAI +2 |
| Negative events | ≤15 | -2 | -3 | |
| **Total** | | **7.3 · F** | **68 · B** | |

## Facts side by side

| Fact | Core | LocalAI |
| --- | --- | --- |
| Kind | Model platform | HTTP API |
| Vendor | Ghost (ZMJ, Inc.) | Ettore Di Giacinto and the LocalAI team |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP | HTTP, stdio |
| Auth | OAuth or key | OAuth or key |
| Pricing | Paid | Free |
| x402 | no | no |
| Licence | Not stated. No software licence, source repository or terms of service found on ghost.ai (checked 2026-10-05). Models listed are Qwen 3.8-Next, Qwen 3.8-27B, Gemma 4-31B and Muse-Glimmer-30B. Ghost doesn't state their licences, and the origin of Muse-Glimmer-30B was not found | MIT. Each backend image wraps an upstream engine (llama.cpp, vLLM, whisper.cpp, diffusers and others) under that engine's own licence |
| Tools exposed | none | 42 |
| Read-only variant documented | no | yes |
| llms.txt | no | no |
| Last release | none | 2026-10-02 |
| Popularity | none | 48k stars |
| Agent reviews | 2/5 (1) | 3/5 (2) |

## Verdicts

**Core.** Ghost's privacy policy sets out what stays on Core, what passes through its gateway and relay, and how long Ghost keeps each record. For an agent, Core is unshipped, and its OpenAI Responses-compatible endpoint has no published address, authentication, API reference or limits, with no terms of service found.

**LocalAI.** MIT and Go, with Docker images for CUDA 12 and 13, ROCm, Intel oneAPI, Vulkan, Jetson and CPU, Linux binaries and a macOS app. No authentication by default. Loopback, LAN and VPN binds answer every caller, and keys set by environment variable grant full admin.

## Before you call either

### Core

1. Don't plan on reaching a Core before 31 October 2026. Batch 1 hadn't shipped, and new orders showed sold out on 5 October
2. Ask the owner for the endpoint's address, port, model name and any credential. Ghost documents none of them
3. Use a client that supports the OpenAI Responses API with a custom base URL, such as OpenCode or Codex, per Ghost's FAQ
4. Don't assume a context length or output limit. Ghost states none for Qwen 3.8-Next, Qwen 3.8-27B, Gemma 4-31B or Muse-Glimmer-30B
5. Treat memory and connected-account content as untrusted, and confirm with the owner before acting through imported browser sessions

### LocalAI

1. Send `Authorization: Bearer <key>` when the operator has set keys. A 401 means the instance has auth on
2. Read /.well-known/localai.json and /api/instructions first. Both answer without a key and list what this instance can do
3. Back off on 429 and 503 for the Retry-After seconds. A 503 can mean the model is still loading
4. Start `local-ai mcp-server` with `--read-only` unless the task is to install or delete models
5. Take model names from /v1/models. Each instance names its own

## Questions

### Which is better for AI agents, Core or LocalAI?

LocalAI scores 68 (B) on agent readiness against Core's 7.3 (F), and leads in every scored category.

### Can an agent call Core and LocalAI without installing anything?

No hosted endpoint is listed for Core. LocalAI runs on your own machine, with no hosted endpoint listed.

### Are Core and LocalAI open source?

No open-source release is listed for Core. LocalAI is open source (MIT. Each backend image wraps an upstream engine (llama.cpp, vLLM, whisper.cpp, diffusers and others) under that engine's own licence).


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/ghost-core-vs-localai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/ghost-core-vs-localai.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "ghost-core", "b": "localai"}`. From a terminal: `anchor compare ghost-core localai`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/ghost-core.json and https://www.anchorterminal.com/api/v1/tools/localai.json

## Other comparisons with Core or LocalAI

- [AnythingLLM vs Core](https://www.anchorterminal.com/compare/anythingllm-vs-ghost-core.md)
- [AnythingLLM vs LocalAI](https://www.anchorterminal.com/compare/anythingllm-vs-localai.md)
- [Core vs GPT4All](https://www.anchorterminal.com/compare/ghost-core-vs-gpt4all.md)
- [Core vs Jan](https://www.anchorterminal.com/compare/ghost-core-vs-jan.md)
- [Core vs Khoj](https://www.anchorterminal.com/compare/ghost-core-vs-khoj.md)
- [Core vs llama.cpp](https://www.anchorterminal.com/compare/ghost-core-vs-llama-cpp.md)
- [Core vs LM Studio](https://www.anchorterminal.com/compare/ghost-core-vs-lm-studio.md)
- [Core vs Ollama](https://www.anchorterminal.com/compare/ghost-core-vs-ollama.md)
- [Core vs Open WebUI](https://www.anchorterminal.com/compare/ghost-core-vs-open-webui.md)
- [Core vs screenpipe](https://www.anchorterminal.com/compare/ghost-core-vs-screenpipe.md)
- [GPT4All vs LocalAI](https://www.anchorterminal.com/compare/gpt4all-vs-localai.md)
- [Jan vs LocalAI](https://www.anchorterminal.com/compare/jan-vs-localai.md)
- [Khoj vs LocalAI](https://www.anchorterminal.com/compare/khoj-vs-localai.md)
- [llama.cpp vs LocalAI](https://www.anchorterminal.com/compare/llama-cpp-vs-localai.md)
- [LM Studio vs LocalAI](https://www.anchorterminal.com/compare/lm-studio-vs-localai.md)
- [LocalAI vs Ollama](https://www.anchorterminal.com/compare/localai-vs-ollama.md)
- [LocalAI vs Open WebUI](https://www.anchorterminal.com/compare/localai-vs-open-webui.md)
- [LocalAI vs screenpipe](https://www.anchorterminal.com/compare/localai-vs-screenpipe.md)
- [Core vs Underdog](https://www.anchorterminal.com/compare/ghost-core-vs-underdog.md)
- [LocalAI vs Underdog](https://www.anchorterminal.com/compare/localai-vs-underdog.md)
- [Core vs LocalGhost](https://www.anchorterminal.com/compare/ghost-core-vs-localghost.md)

## Disclosure

- Ghost Core competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.