AlphaWeb · Powered by MLX
Never pay for tokens again.No data centers needed.
AlphaWeb runs your own models on Apple Silicon using MLX-powered distributed compute. Simple, private, and fast.
Works with the tools your team already uses.
Compatible, not bolted on. Keep your workflow; just move the compute home.
Point your editor at a local endpoint.
Run agent workflows on your own cluster.
Distributed compute
One workload.Shared across every machine.
Imagine carrying the groceries with ten friends instead of one person. Everyone takes a bag, and you're home in a minute.
Your Macs work together the same way. One task, split into parts, handled at the same time.
- Faster
- Work finishes in parallel, not in line.
- Cheaper
- Hardware you own, not metered tokens.
- Private
- Nothing leaves your network.
Model ecosystems
Bring the open models you already trust.
AlphaWeb runs the modern open ecosystems on MLX, tuned to your work and served from your own machines.
The broad, dependable workhorse.
General reasoningStrong multilingual and long-context work.
MultilingualDeliberate, step-by-step problem solving.
ReasoningFast and efficient for everyday throughput.
SpeedMixture-of-experts for heavier loads.
CapacityCompact and tidy, easy to fine-tune.
LightweightCapable across mixed inputs.
VersatileSmall models that punch above their size.
EfficiencyBalanced quality at practical sizes.
BalanceInstruction-tuned and conversational.
AssistantsHelpful and steerable, lightly opinionated.
AdaptableCustom models
Train models on how your team actually works.
No specialists required. Hand over your documents; get back a model that speaks your company's language.
- 01
Upload your SOPs
Start with the documents that describe how work actually gets done.
- 02
Add internal knowledge
Bring in the wikis, tickets, and history your team already relies on.
- 03
Get a model that fits
Train on how your team works, not the open internet.
Why teams move to MLX
Own the whole stack.
Eliminate token costs
Everything runs on hardware you already own. No metered API. No bill that grows with every prompt your team writes.
Own your data
Nothing leaves the building. Prompts, documents, and outputs stay on your machines.
Run offline
No connection required. Work continues on a plane, in a vault, or behind an air gap.
Apple Silicon optimized
Tuned for the unified memory and Neural Engine in M-series Macs.
Organization knowledge
Models shaped by your SOPs and history, not the open internet.
Enterprise privacy
Local by design. The simplest compliance story is data that never moves.
Ready to stop renting compute?
Deploy local-first infrastructure your organization actually owns.