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Model Hosting Rankings

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

Unclaimed LeaderAgentRank: 50
Nativ verified adoptionsTrust 47

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
Nativ5047★ 1.4k+281 ★/30dAPI, SDK
moonshotai/Kimi-K35044★ 8.8k+650 ★/30dSDK
Cactus Hybrid4245★ 266+107 ★/30dAPI, SDK
BaseRT4145★ 219+58 ★/30d
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
API, SDK
8,819
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.

1,431
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.

266
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.

219
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.