Preseason
MatchesRankingsPrompts
GitHub
Preseason
MatchesRankingsPromptsMethodologyContact

© 2026 Preseason. All rights reserved.

PrivacyTerms
@betocmn
Devtools
AllAuthenticationDatabaseORM / Data AccessEmailPaymentsFile StorageHosting / DeploymentCSS / StylingUI ComponentsState ManagementAPI FrameworkCMSSearchAnalyticsMonitoring / Error TrackingAI / LLM IntegrationRealtimeTestingCI/CDNotificationsLLM ObservabilityLLM EvalsBackend LanguageBackend FrameworkAgent FrameworksAgentic Web SearchVector DatabaseLLM Gateway / RoutingAI Code ReviewBrowser AutomationBackground Jobs / QueuesAgentic IDE / ADEs

Rankings

Methodology

Loading rankings...

Notifications

#ToolSupport Rate95% CIModelsPrompts
1FirebaseFIFirebase22.5%(1813/8072)
22-23%
93%96%
2TwilioTWTwilio22.4%(1811/8072)
22-23%
100%83%
3OneSignalONOneSignal21.0%(1699/8072)
20-22%
96%92%
4NovuNONovu7.4%(597/8072)
7-8%
75%88%
5SendGridSESendGrid7.3%(587/8072)
7-8%
64%88%
6KNKnock4.4%(353/8072)
4-5%
54%79%
7ResendREResend3.7%(297/8072)
3-4%
75%63%
8Amazon SNSAMAmazon SNS2.5%(198/8072)
2-3%
50%54%
9COCourier1.6%(128/8072)
1-2%
54%58%
10InngestINInngest1.3%(106/8072)
1-2%
39%13%
11PusherPUPusher0.9%(76/8072)
1-1%
32%54%
12TETemporal0.8%(65/8072)
1-1%
32%13%
13SupabaseSUSupabase0.7%(54/8072)
1-1%
36%58%
14BullMQBUBullMQ0.6%(46/8072)
0-1%
18%21%
15AMAmazon SQS0.4%(33/8072)
0-1%
25%13%
16RARabbitMQ0.1%(8/8072)
0-0%
11%4%
17PostmarkPOPostmark0.1%(7/8072)
0-0%
14%13%
18SESendinblue0.1%(7/8072)
0-0%
4%8%
19Apache KafkaAPApache Kafka0.1%(6/8072)
0-0%
14%13%
20SLSlack0.1%(6/8072)
0-0%
7%13%
21STStream0.1%(6/8072)
0-0%
18%21%
22AWSAWAWS0.1%(5/8072)
0-0%
11%13%
23Trigger.devTRTrigger.dev0.1%(5/8072)
0-0%
11%17%
24Amazon SESAMAmazon SES0.0%(4/8072)
0-0%
7%13%
25BRBraze0.0%(4/8072)
0-0%
11%8%
26EXExpo0.0%(4/8072)
0-0%
11%8%
27AblyABAbly0.0%(1/8072)
0-0%
4%4%
28CECelery0.0%(1/8072)
0-0%
4%4%
29CUCustomer.io0.0%(1/8072)
0-0%
4%4%
30N8n8n0.0%(1/8072)
0-0%
4%4%
31NONodemailer0.0%(1/8072)
0-0%
4%4%
32NTNtfy0.0%(1/8072)
0-0%
4%4%
33RedisRERedis0.0%(1/8072)
0-0%
4%4%
34SESendbird0.0%(1/8072)
0-0%
4%4%
35Socket.ioSOSocket.io0.0%(1/8072)
0-0%
4%4%
36UPUpstash0.0%(1/8072)
0-0%
4%4%