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 (7)

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

1
Judge0Infrastructure

Endpoint POST /judge0/execute-code+4 moreOpenAPI

92.3

High accuracy (82%) — responses consistently matched expected behavior. Very reliable — 10/10 requests got a response. Median response time: 1665ms (p95: 2504ms).

Acc
82
Rel
100
Lat
98
Cost
100
7d Vol
$0.00
Agents
0
Price
from $5000.00
2
Code StorageInfrastructure

Endpoint GET /repos/:id+1 more

91.4

High accuracy (100%) — responses consistently matched expected behavior. Very reliable — 10/10 requests got a response. Median response time: 13534ms (p95: 13827ms).

Acc
100
Rel
100
Lat
57
Cost
100
7d Vol
$0.00
Agents
172
Price
from $0.010
3
ScreenshotOneInfrastructure

Endpoint POST /screenshotone/take

90.4

High accuracy (88.89%) — responses consistently matched expected behavior. Mostly reliable — 8/9 requests responded, 1 timed out or failed. Median response time: 3684ms (p95: 30002ms).

Acc
89
Rel
89
Lat
91
Cost
100
7d Vol
—
Agents
—
Price
from $0.055
4
Object StorageInfrastructure

Endpoint GET /:key+2 more

77.2

Moderate accuracy (65%) — some responses were incomplete or partially correct. Very reliable — 10/10 requests got a response. Median response time: 13748ms (p95: 14230ms).

Acc
65
Rel
100
Lat
56
Cost
100
7d Vol
—
Agents
—
Price
from $0.0001
5
Google MapsInfrastructure

Endpoint GET /maps/geocode/json+42 more

76.4

Moderate accuracy (70%) — some responses were incomplete or partially correct. Very reliable — 9/10 requests got a response. Median response time: 13524ms (p95: 13768ms).

Acc
70
Rel
90
Lat
57
Cost
100
7d Vol
$0.00
Agents
172
Price
from $0.0001
6
2CaptchaInfrastructure

Endpoint POST /createTask+1 more

74.4

Moderate accuracy (58%) — some responses were incomplete or partially correct. Very reliable — 10/10 requests got a response. Median response time: 13697ms (p95: 19042ms).

Acc
58
Rel
100
Lat
56
Cost
100
7d Vol
$0.00
Agents
172
Price
from $0.0030
7
StableUploadInfrastructure

Endpoint POST /api/upload+7 moreOpenAPI

71.2

Low accuracy (28%). 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: 523ms (p95: 1645ms).

Acc
28
Rel
100
Lat
100
Cost
100
7d Vol
$0.00
Agents
0
Price
from $2.00

Endpoint not available (4)

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

Build With LocusInfrastructure
Not available at last check
FlightAPIInfrastructure
Not available at last check
ModalInfrastructure
Not available at last check
Pinata IPFSInfrastructure
Not available at last check

7 of 11 services rated. Tests run via real MPP payments on Tempo.