The devtools AI chooses.

We give LLMs the same app-building prompts, then rank the tools they recommend.

Ranked by recommendations from

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#	Tool	Support Rate	95% CI	Models	Prompts
1	TWTwilio	22.6%(2035/9000)	22-23%	100%	83%
2	FIFirebase	22.0%(1982/9000)	21-23%	88%	96%
3	ONOneSignal	21.2%(1904/9000)	20-22%	98%	92%
4	NONovu	7.3%(658/9000)	7-8%	80%	88%
5	SESendGrid	7.0%(629/9000)	6-8%	48%	88%
6	KNKnock	5.2%(465/9000)	5-6%	60%	79%
7	REResend	3.7%(335/9000)	3-4%	80%	63%
8	AMAmazon SNS	2.4%(217/9000)	2-3%	43%	54%
9	COCourier	1.6%(142/9000)	1-2%	43%	58%
10	INInngest	1.3%(113/9000)	1-2%	35%	13%
11	PUPusher	0.9%(82/9000)	1-1%	25%	58%
12	TETemporal	0.8%(74/9000)	1-1%	33%	13%
13	SUSupabase	0.6%(55/9000)	0-1%	25%	58%
14	BUBullMQ	0.5%(48/9000)	0-1%	13%	21%
15	AMAmazon SQS	0.4%(36/9000)	0-1%	20%	13%
16	RARabbitMQ	0.1%(8/9000)	0-0%	8%	4%
17	SESendinblue	0.1%(8/9000)	0-0%	3%	8%
18	STStream	0.1%(8/9000)	0-0%	18%	21%
19	POPostmark	0.1%(7/9000)	0-0%	10%	13%
20	SLSlack	0.1%(7/9000)	0-0%	5%	13%
21	APApache Kafka	0.1%(6/9000)	0-0%	10%	13%
22	AWAWS	0.1%(5/9000)	0-0%	8%	13%
23	BRBraze	0.1%(5/9000)	0-0%	8%	8%
24	TRTrigger.dev	0.1%(5/9000)	0-0%	8%	17%
25	AMAmazon SES	0.0%(4/9000)	0-0%	5%	13%
26	EXExpo	0.0%(4/9000)	0-0%	8%	8%
27	SESegment	0.0%(2/9000)	0-0%	5%	8%
28	ABAbly	0.0%(1/9000)	0-0%	3%	4%
29	CECelery	0.0%(1/9000)	0-0%	3%	4%
30	CUCustomer.io	0.0%(1/9000)	0-0%	3%	4%
31	N8n8n	0.0%(1/9000)	0-0%	3%	4%
32	NONodemailer	0.0%(1/9000)	0-0%	3%	4%
33	NTNtfy	0.0%(1/9000)	0-0%	3%	4%
34	RERedis	0.0%(1/9000)	0-0%	3%	4%
35	SESendbird	0.0%(1/9000)	0-0%	3%	4%
36	SOSocket.io	0.0%(1/9000)	0-0%	3%	4%
37	UPUpstash	0.0%(1/9000)	0-0%	3%	4%

#	Tool	Support Rate	95% CI	Models	Prompts
1	TWTwilio	22.6%(2035/9000)	22-23%	100%	83%
2	FIFirebase	22.0%(1982/9000)	21-23%	88%	96%
3	ONOneSignal	21.2%(1904/9000)	20-22%	98%	92%
4	NONovu	7.3%(658/9000)	7-8%	80%	88%
5	SESendGrid	7.0%(629/9000)	6-8%	48%	88%
6	KNKnock	5.2%(465/9000)	5-6%	60%	79%
7	REResend	3.7%(335/9000)	3-4%	80%	63%
8	AMAmazon SNS	2.4%(217/9000)	2-3%	43%	54%
9	COCourier	1.6%(142/9000)	1-2%	43%	58%
10	INInngest	1.3%(113/9000)	1-2%	35%	13%
11	PUPusher	0.9%(82/9000)	1-1%	25%	58%
12	TETemporal	0.8%(74/9000)	1-1%	33%	13%
13	SUSupabase	0.6%(55/9000)	0-1%	25%	58%
14	BUBullMQ	0.5%(48/9000)	0-1%	13%	21%
15	AMAmazon SQS	0.4%(36/9000)	0-1%	20%	13%
16	RARabbitMQ	0.1%(8/9000)	0-0%	8%	4%
17	SESendinblue	0.1%(8/9000)	0-0%	3%	8%
18	STStream	0.1%(8/9000)	0-0%	18%	21%
19	POPostmark	0.1%(7/9000)	0-0%	10%	13%
20	SLSlack	0.1%(7/9000)	0-0%	5%	13%
21	APApache Kafka	0.1%(6/9000)	0-0%	10%	13%
22	AWAWS	0.1%(5/9000)	0-0%	8%	13%
23	BRBraze	0.1%(5/9000)	0-0%	8%	8%
24	TRTrigger.dev	0.1%(5/9000)	0-0%	8%	17%
25	AMAmazon SES	0.0%(4/9000)	0-0%	5%	13%
26	EXExpo	0.0%(4/9000)	0-0%	8%	8%
27	SESegment	0.0%(2/9000)	0-0%	5%	8%
28	ABAbly	0.0%(1/9000)	0-0%	3%	4%
29	CECelery	0.0%(1/9000)	0-0%	3%	4%
30	CUCustomer.io	0.0%(1/9000)	0-0%	3%	4%
31	N8n8n	0.0%(1/9000)	0-0%	3%	4%
32	NONodemailer	0.0%(1/9000)	0-0%	3%	4%
33	NTNtfy	0.0%(1/9000)	0-0%	3%	4%
34	RERedis	0.0%(1/9000)	0-0%	3%	4%
35	SESendbird	0.0%(1/9000)	0-0%	3%	4%
36	SOSocket.io	0.0%(1/9000)	0-0%	3%	4%
37	UPUpstash	0.0%(1/9000)	0-0%	3%	4%

Rankings