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)
AllWebMediaDataAISearchInfrastructureCommunicationTravelBlockchain

Rated (2)

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

1
StableStudioMedia

Endpoint POST /api/generate/sora-2/generate+26 moreOpenAPI

72.8

Low accuracy (33.08%). Very reliable — 13/13 requests got a response. Median response time: 1643ms (p95: 2754ms).

Acc
33
Rel
100
Lat
98
Cost
100
7d Vol
$0.00
Agents
0
Price
from $0.010
2
fal.aiMedia

Endpoint POST /fal-ai/flux/dev+15 more

71.7

Note: 1 test(s) excluded from accuracy — failures matched test-input error patterns, not service issues. Moderate accuracy (77.78%) — some responses were incomplete or partially correct. Mostly reliable — 8/10 requests responded, 2 timed out or failed. Median response time: 20509ms (p95: 30003ms).

Acc
78
Rel
80
Lat
33
Cost
100
7d Vol
$0.00
Agents
172
Price
from $0.0030

Endpoint not available (1)

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

ElevenLabsMedia
Not available at last check

2 of 3 services rated. Tests run via real MPP payments on Tempo.