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All niches
[BEST_IN_NICHE // LOCAL LLMS]

Best Local LLMs in October 2026

If you need a Local LLMs tool right now, our caveat-laden pick is dograh-hq/dograh (velocity score 2.9/10). Score 2.9/10 — momentum has cooled. Look elsewhere unless you've already integrated. Other tools worth a look: MakazhanAlpamys/Soup, ollama/ollama, Zackriya-Solutions/meetily. Rankings update daily — see the full top 10 below.

Top 3 picks
[RANK · #01]
dograh-hq/dograh
stablescore 2.9/10+54 stars/7d
[RANK · #02]
MakazhanAlpamys/Soup
stallingscore 2.6/10+356 stars/7d
[RANK · #03]
ollama/ollama
stablescore 1.6/10+354 stars/7d
Top 10 ranked
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • dograh-hq/dograhOpen source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK across Speech to Speech or LLM/STT/TTS, with a visual workflow builder, MCP native and telephony support.
    2.88↑ +545.7kStable
  • MakazhanAlpamys/SoupFine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
    2.65↑ +3567.0kStalling
  • ollama/ollamaGet up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
    1.60↑ +354181kStable
  • Zackriya-Solutions/meetilyPrivacy first, AI meeting assistant with 4x faster Parakeet/Whisper live transcription, speaker diarization, and Ollama summarization built on Rust. 100% local processing. no cloud required. Meetily (Meetly Ai - https://meetily.ai) is the #1 Self-hosted, Open-source Ai meeting note taker for macOS & Windows. Understand How to write meeting minutes
    1.07↑ +20431kStable
  • buxuku/SmartSub视频转字幕、字幕翻译、AI 配音与声音克隆、字幕烧录——免费开源的一站式桌面工具。基于 Whisper / FunASR 等本地模型离线语音转文字,批量处理 + 全平台 GPU 加速,跨 Windows / macOS / Linux。Free, open-source desktop app to generate, translate, dub & burn video subtitles — local Whisper speech-to-text, AI dubbing & voice cloning, offline, GPU-accelerated.
    0.76↑ +1235.3kStable
  • mozilla-ai/llamafileDistribute and run LLMs with a single file.
    0.64↑ +5126kStable
  • goruck/home-generative-agentAI agent for Home Assistant — talk to your home, create automations in plain language, analyze cameras with face recognition, and get proactive anomaly alerts. Cloud LLMs or fully local via Ollama.
    0.60↑ +5305Stable
Frequently asked

What's the best Local LLMs right now?

dograh-hq/dograh. Beam ranks Local LLMs tools at 2.9/10 velocity. Score 2.9/10 — momentum has cooled. Look elsewhere unless you've already integrated.

What other Local LLMs tools should I consider?

Beyond dograh-hq/dograh, the next four highest-velocity Local LLMs tools beam tracks are MakazhanAlpamys/Soup, ollama/ollama, Zackriya-Solutions/meetily, buxuku/SmartSub. Open any tool's profile for the full signal breakdown.

How does beam rank Local LLMs tools?

Beam fuses five orthogonal signals into a single velocity score: code activity, package adoption, research citation, sentiment, and production signals. The score multiplies across signals, so any one signal collapsing pulls the whole score down — that's how beam catches stars-up-commits-down decay. Full methodology at /about/methodology.

Is dograh-hq/dograh actively maintained?

See the live status check at /tools/34668/status for the direct-answer verdict, last-commit timestamp, and 90-day velocity chart. Beam refreshes daily.

Full Local LLMs feed Methodology All niche picks
Best in other niches
AgentsMCPRAGCoding AssistantsInference & ServingVector DBsMulti-AgentFine-TuningOn-Device & EdgeWorkflow & No-CodeObservability & LLMOpsChat UIVoice & SpeechEval & BenchmarkSecurity & Red-TeamImage GenerationBrowsing & ScrapingFrameworks & SDKsOther
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