Source: https://seerepo.com/compare/higress-group/higress/vs/mudler/LocalAI
Markdown source: https://seerepo.com/compare/higress-group/higress/vs/mudler/LocalAI.md
Description: higress and LocalAI share 8 technologies: net/http, Postgres, SQLite, MCP, OpenAI, gorm.io/gorm, openai-go, and Prometheus. Both are written in Go.

# higress vs LocalAI

higress and LocalAI share 8 technologies: net/http, Postgres, SQLite, MCP, OpenAI, gorm.io/gorm, openai-go, and Prometheus. Both are written in Go.

- [higress-group/higress](https://seerepo.com/r/higress-group/higress): 🤖 AI Gateway | AI Native API Gateway
- [mudler/LocalAI](https://seerepo.com/r/mudler/LocalAI): LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

## What they share and what sets them apart

- In common: net/http, Postgres, SQLite, MCP, OpenAI, gorm.io/gorm, openai-go, Prometheus
- Only in higress: Redis, Milvus, MySQL, Consul, sigs.k8s.io/controller-runtime, github.com/AlecAivazis/survey/v2, github.com/manifoldco/promptui, gorm.io/driver/clickhouse, hmac-sha256, mcp-go, sigs.k8s.io/gateway-api-inference-extension, github.com/pkoukk/tiktoken-go, jieba-rs, github.com/antchfx/xmlquery, github.com/santhosh-tekuri/jsonschema/v5, github.com/invopop/jsonschema, sigs.k8s.io/gateway-api, Knative, Helm, github.com/compose-spec/compose-go, github.com/distribution/distribution/v3, github.com/docker/compose/v2, github.com/grpc-ecosystem/go-grpc-prometheus, go.uber.org/zap
- Only in LocalAI: React, Echo, go-sqlite3, modernc.org/sqlite, pyarrow, s3, NATS.io, github.com/glebarez/sqlite, github.com/valkey-io/valkey-go, Hugging Face, Qdrant, anyio, FastAPI, Lightning, uvicorn, Tokio, react-router-dom, Vite, Hono, Gradio, matplotlib, fyne.io/fyne/v2, github.com/schollz/progressbar/v3, github.com/nats-io/jwt/v2, github.com/emersion/go-sasl, golang.org/x/oauth2, github.com/aws/aws-sdk-go-v2/credentials, github.com/coreos/go-oidc/v3, github.com/timbutler/zxcvbn, accelerate, bitsandbytes, conformer, coqui-tts, einops, flash-attn, go-openai, llama-cpp-python, llvmlite, Model Context Protocol, ModelScope, nemo-toolkit, neucodec, NVIDIA, oneccl-bind-pt, ONNX, onnxruntime-gpu, phonemizer, rfdetr, s3tokenizer, scikit-image, sentencepiece, spacy-pkuseg, texterrors, tiktoken, torchao, torchtune, torchvision, vector-quantize-pytorch, torch, github.com/gpustack/gguf-parser-go, github.com/mudler/nib, transformers, diffusers, github.com/mudler/cogito, mlx, github.com/mudler/localrecall, opencv-python, insightface, mlx-lm, torchaudio, vLLM, github.com/yalue/onnxruntime_go, librosa, onnxruntime, QWen, sglang, compel, datasets, faster-qwen3-tts, faster-whisper, funasr, github.com/go-skynet/go-llama.cpp, github.com/mudler/go-piper, github.com/streamer45/silero-vad-go, inference, kokoro, mlx-audio, moonshine-voice, optimum, optimum-quanto, outetts, peft, pocket-tts, rerankers, safetensors, sentence-transformers, speechbrain, tinygrad, tokenizers, trl, voxcpm, whisperx, av, markupsafe, sox, torchcodec, github.com/go-audio/wav, pillow, github.com/pdfcpu/pdfcpu, github.com/emersion/go-imap/v2, github.com/yuin/goldmark, golang.org/x/image, github.com/charmbracelet/glamour, github.com/dhowden/tag, github.com/emersion/go-smtp, github.com/go-pdf/fpdf, github.com/klippa-app/go-pdfium, imageio, imageio-ffmpeg, jinja2, github.com/google/jsonschema-go, loguru, github.com/mudler/xlog, OpenTelemetry, github.com/mudler/go-processmanager, containerd, Docker, tracing, github.com/aws/aws-sdk-go-v2, github.com/aws/aws-sdk-go-v2/config, github.com/ipfs/go-log, github.com/Microsoft/hcsshim, go.opentelemetry.io/otel/exporters/prometheus, tracing-subscriber, fontsource-variable, CodeMirror, @lezer/highlight, yaml, dompurify, highlight.js, marked

## Side by side

| | higress | LocalAI |
|---|---|---|
| Size | 349,215 lines written, 617 code files | 1,553,487 lines written, 3,372 code files |
| Who writes it | 1% of its commits signed by AI. With Claude Code and Cursor | 6% of its commits signed by AI. With Claude Code, GitHub Copilot, and Cursor |
| Activity | Last push November 13, 2026, 2,019 commits, 9,766 stars | Last push November 13, 2026, 9,855 commits, 50,345 stars |
| Tests | 509 test files. 50.1% of its code files have a test that imports them | 3,400 test files. 62.5% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, higress or LocalAI?

LocalAI, with 1,553,487 lines written; higress has 349,215.

The proof: [mudler/LocalAI's code at commit affff71](https://github.com/mudler/LocalAI/tree/affff715ba90b1975b0540e049f332fc77b4f2c0)

### Which has more GitHub stars, higress or LocalAI?

LocalAI, with 50,345 stars; higress has 9,766.

The proof: [mudler/LocalAI on GitHub](https://github.com/mudler/LocalAI)

### Which has more tests, higress or LocalAI?

LocalAI, with 3,400 test files; higress has 509.

The proof: [mudler/LocalAI's code at commit affff71](https://github.com/mudler/LocalAI/tree/affff715ba90b1975b0540e049f332fc77b4f2c0)

### Which was updated more recently, higress or LocalAI?

Both got their last push on November 13, 2026.

The proof: [mudler/LocalAI's commits on GitHub](https://github.com/mudler/LocalAI/commits)

### Which has more commits signed by AI, higress or LocalAI?

LocalAI: an AI signed 6% of its commits, with Claude Code, GitHub Copilot, and Cursor; in higress, 1%.

The proof: [the commits each tool signed in mudler/LocalAI](https://seerepo.com/r/mudler/LocalAI/ai)

## Sources

- higress-group/higress: Read on November 14, 2026, at commit 0316bc9 (https://github.com/higress-group/higress/tree/0316bc904789ab25a9cd42db58eafca11f6a2205)
- mudler/LocalAI: Read on November 13, 2026, at commit affff71 (https://github.com/mudler/LocalAI/tree/affff715ba90b1975b0540e049f332fc77b4f2c0)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.