Choose
Compare model profiles and editable per-million-token rates.
01 / THE SHARED INTELLIGENCE LAYER● DEMO WORKSPACE
INTELLIGENCE,
IN COMMON.
Compare models, plan shared AI credits, and see what every request costs. A practical workspace for communities building with AI.
AN EXPERIMENTAL COMMUNITY CREDIT INTERFACESCROLL TO OPERATE ↓
ONE SHARED POOL✳MULTIPLE MODEL PATHS✳VISIBLE CREDIT RULES✳EXPLICIT USAGE
01 / WORKBENCH
Make the trade-off visible.
Select two model profiles, enter a prompt, and compare estimated cost. Run a local prompt analysis or connect a private LiteLLM-compatible gateway for actual model output.
LOCAL SIMULATIONIllustrative prices and local calculations. No model is called.
01.A / CONFIGUREMODEL PAIR
Analysis is deterministic and runs in your browser. Estimates are based on editable reference rates.
01.B / READOUTAWAITING INPUT
PROJECTED SPEND / TWO CALLS$0.0000USD · based on estimated input and selected output tokens
Run analysis to inspect your prompt and record an illustrative spend in the local ledger.
REFERENCE MODEL RATES ARE EDITABLE IN THE MODEL CATALOG. THEY ARE EXAMPLES, NOT LIVE PROVIDER QUOTES. TOKEN COUNT USES A LOCAL HEURISTIC.
02 / OPERATING LOGIC
A pool with a paper trail.
From model choice to allocation, each visible number follows a rule you can inspect.
Allocate
Divide a local demo budget across members without exceeding the pool.
Account
Analyze a prompt, record an illustrative charge, and export your ledger.
Connect
Bring your own LiteLLM-compatible gateway for actual response comparison.
03 / COMMUNITY POOL
Set the rules together.
Try an allocation locally. Changes persist in this browser. Shared enforcement, wallet membership, and on-chain settlement require future services.
DEMO CREDIT POOL$200.00
UNASSIGNED$0.00
ALLOCATION RULEΣ MEMBER LIMITS ≤ POOL
MEMBER ALLOCATIONS
04 / LOCAL LEDGER
What the pool actually shows.
This ledger contains only activity from this browser. Demo analysis is estimated; gateway rows report model usage when returned, with cost still estimated from your rates.
RECORDED EVENTS00
ESTIMATED SPEND$0.0000
POOL REMAINING$200.00
| TIME | MEMBER | MODE | MODEL | TOKENS | EST. USD |
|---|---|---|---|---|---|
| No events yet. Run a prompt analysis to begin a local record. | |||||
STORED ONLY IN THIS BROWSER · EXPORT BEFORE CLEARING
Shared intelligence
needs clear limits.
Quota Loom makes model choice and credit rules tangible. A production community pool needs identity, a secure gateway, persistent accounting, and enforceable limits.