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AI inference & GPU cloud

AptAI

Universal serverless adapter serving for LLMs

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  • 0community votes
  • 0DR by Ahrefs no change since last check

Ahrefs Domain Rating signal 13 Nov 2026, signal shifted 25 Oct 2026.

Deploy and hot-swap task-specific fine-tunes inside warm memory pools with sub-millisecond overhead, enabling serverless LLM inference at scale.

What it is

Screenshot of the AptAI homepage
What aptai.dev looks like

AptAI is a centralized adapter registry and serverless infrastructure platform for deploying fine-tuned language models. Users can discover production-ready LoRA adapters, test them instantly in a browser playground, and deploy them to scalable API endpoints with one click.

The platform eliminates cold starts by hot-swapping adapters inside warm GPU memory pools with sub-millisecond routing overhead. Multiple task-specific adapters can run on a single base model simultaneously, reducing infrastructure costs compared to traditional dedicated GPU hosting.

Creators can monetize their fine-tunes by hosting them on AptAI's managed endpoints, setting their own per-token pricing, and earning 70% of inference revenue. The platform handles billing, infrastructure, and protects proprietary model weights.

Systems

  • Adapter registry with 191+ production-ready fine-tunes for discovery
  • In-browser A/B testing playground to compare adapters against base models
  • One-click deployment to serverless API endpoints with OpenAI-compatible format
  • Multi-adapter serving on single base model with zero cold starts
  • Automated fine-tuning with Unsloth-optimized kernels
  • Creator monetization with per-token revenue sharing
  • IP protection with managed endpoints and no public weight downloads
  • Framework integration as OpenAI-compatible proxy

Pricing

Pricing model: Paid

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AptAI metrics

Signal readout for aptai.dev: Ahrefs Domain Rating and Majestic link signals, arrows for the change since the last scan.

  • 0 Domain Rating no change since last check
  • 3 Trust Flow no change since last check
  • 13 Citation Flow no change since last check
  • 10 Referring domains no change since last check
  • 60 External backlinks no change since last check

Ahrefs Domain Rating signal 13 Nov 2026, signal shifted 25 Oct 2026. Strongest signal topic: Recreation (3). Majestic signal 25 Oct 2026, signal shifted 25 Oct 2026. Link signals from Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.

AptAI domain signal

Show the signal details

Public RDAP record, last read 13 Nov 2026, 12:42 UTC.

  • Domain age 3 months
  • Registered
  • Expires
  • Registrar CloudFlare, Inc.
  • DNSSEC Not signed

Full signal for aptai.dev

AptAI post-launch signal

The record for AptAI after its launch on Nexora Launch (25 October 2026), from the readings we keep.

  • 0 Domain Rating (Ahrefs) no change since launch
    at launch: 0 (25 Oct 2026); latest: 12 Nov 2026
  • 3 Trust Flow (Majestic)
    first measured 25 Oct 2026
  • 10 Referring domains (Majestic)
    first measured 25 Oct 2026

Day 18 since launch. Next receipt: day 30, 24 Nov 2026. A change here is a reading, not a claim about its cause; lots of things move these figures. Anything we do not measure is not shown.

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Quick answers

What exactly is an adapter registry?
An adapter registry is a marketplace of production-ready fine-tunes - small, focused model adapters that plug into a shared base model. Instead of hosting a full model per task, you register an adapter once and route requests to it instantly.
How does the zero cold-start routing work?
Adapters activate inside warm GPU memory pools with sub-millisecond overhead. Because the base model is always resident in VRAM, there is zero container initialization - the first request is just as fast as the hundredth.
Can I deploy an adapter without writing code?
Yes. One click pushes any registered adapter to a production-ready serverless API endpoint with OpenAI-compatible format, auto-scaled GPU capacity, no provisioning, and no GPU setup required.
How do creators get paid?
Every token served through your adapter earns a per-request share, tracked on-chain and paid out automatically. You can fully configure pricing tiers, royalties, and usage caps.
Does it work with my existing framework?
Yes. AptAI acts as an OpenAI-compatible proxy, so frameworks like OpenHands, AutoGen, CrewAI, and Aider connect with zero code rewrites - just point them at your endpoint.

More on this profile

AptAI has a free listing. The owner can unlock the full profile with a paid launch for $5:

  • Founder story (locked)
  • Milestones (locked)
  • Demo video (locked)
  • Dofollow website link (locked)

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