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  3. Model Hosting

Model Hosting Rankings

Ranked by AgentRank — adoption proof, trust evidence, and protocol readiness

Unclaimed LeaderAgentRank: 49
moonshotai/Kimi-K3 verified adoptionsTrust 44

This tool leads the category but has not been claimed by its maker.

Claim this tool to see who is evaluating it
Search intentQuery: trending open model hosting options for builders

Turn public model trend research into a hosted build.

Use source-labeled research_fallback signals as candidates in an anonymous stack preview. These are public research candidates, not Tokens& adoption rankings; save the signed result before publishing proof.

GLM-5.2 on Hugging FaceGemma coder GGUF on Hugging FaceUnlimited-OCR on Hugging Face
Preview model-hosting stack
#ToolAgentRankTrustVerified / signalVelocityProtocols
moonshotai/Kimi-K34944★ 9k—SDK
Nativ4546★ 1.6k—API, SDK
Cactus Hybrid3844★ 271—API, SDK
BaseRT3744★ 240—API, SDK
moonshotai/Kimi-K3 logo
moonshotai/Kimi-K3

Model Hosting· huggingface.co

Free

moonshotai/Kimi-K3 is currently visible in Hugging Face trending model results for public model and agent research.

Narrow the model hosting decision

Head-to-head comparisons and adoption evidence for the products ranked above.

Compare the model hosting shortlist

  • moonshotai/Kimi-K3 vs NativSide-by-side pricing, API surface, and adoption evidence.
  • moonshotai/Kimi-K3 vs Cactus HybridSide-by-side pricing, API surface, and adoption evidence.
  • Nativ vs Cactus HybridSide-by-side pricing, API surface, and adoption evidence.
  • moonshotai/Kimi-K3 alternativesWhat developers evaluate in place of moonshotai/Kimi-K3.
Sign in to build
9,028
Open source
Nativ logo
Nativ

Model Hosting· blaizzy.github.io

Open source

Native macOS workspace for running MLX models locally with chat, model management, monitoring, and OpenAI- and Anthropic-compatible APIs.

1,565
Open source
Cactus Hybrid logo
Cactus Hybrid

Model Hosting· github.com

Open source

Open-source hybrid on-device model system that returns calibrated confidence scores so applications can hand uncertain requests to larger cloud models.

271
Open source
BaseRT logo
BaseRT

Model Hosting· docs.basecompute.co

Free

Open-source native Metal runtime for fast local LLM inference on Apple Silicon, with public benchmarks and technical documentation.

240
Open source
  • Nativ alternativesWhat developers evaluate in place of Nativ.
  • Cactus Hybrid alternativesWhat developers evaluate in place of Cactus Hybrid.

    • Check the adoption evidence

    • Model Hosting developers actually keep usingFiltered to products with verified usage events, cohort breadth, and retention.
    • AgentRank across every categoryHow each category is ordered by adoption proof, trust, and protocol support.
    • Trending developer toolsProducts gaining verified adoption fastest right now.
    • Best Model Hosting PlatformsShortlist guide for this category, with the tradeoffs written out.