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 (1)

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

1

Endpoint POST /api/flights/search+67 more

79.6

Moderate accuracy (49%) — some responses were incomplete or partially correct. Very reliable — 10/10 requests got a response. Median response time: 756ms (p95: 3825ms).

Acc
49
Rel
100
Lat
100
Cost
100
7d Vol
$0.00
Agents
0
Price
from $0.0010

1 of 1 services rated. Tests run via real MPP payments on Tempo.