Leaderboard

All MPP services, ranked by quality. Tested via real payments on Tempo. Updated weekly. New services tested on discovery.

How scores work

All scores are out of 100. Only services with at least 1 successful paid test are rated.

Overall — weighted composite
Accuracy (40%) — output quality
Reliability (30%) — % requests succeeded
Latency (20%) — speed (100=<1s, 0=>30s)
Cost Eff. (10%) — quality per dollar spent via MPP
7d Vol — USDC settled on-chain (last 7 days)
Agents — unique payers on-chain
Price — cheapest endpoint (USDC)

Rated (2)

Click a service name to see detailed ratings and test results.

1

Endpoint GET /buy/:slug

100.0

High accuracy (100%) — responses consistently matched expected behavior. Very reliable — 9/9 requests got a response. Median response time: 43ms (p95: 135ms).

Acc
100
Rel
100
Lat
100
Cost
100
7d Vol
Agents
Price
2

Endpoint POST /api/machine/orders/validate+5 moreOpenAPI

70.8

Low accuracy (27%). Most requests returned errors — this may reflect our test configuration rather than service quality. We're working to improve coverage. Very reliable — 10/10 requests got a response. Median response time: 30ms (p95: 111ms).

Acc
27
Rel
100
Lat
100
Cost
100
7d Vol
$0.00
Agents
0
Price
from $3.40

Endpoint not available (3)

Registered in the MPP directory but not responding to requests. We check every 6 hours.

Not available at last check
Not available at last check
Not available at last check

2 of 5 services rated. Tests run via real MPP payments on Tempo.