The devtools AI chooses.

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

How we measure

Ranked by recommendations from

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#	Tool	Support Rate	95% CI	Models	Prompts
1	POPostHog	31.8%(3432/10788)	31-33%	98%	100%
2	MIMixpanel	17.2%(1851/10788)	16-18%	73%	96%
3	MEMetabase	7.2%(777/10788)	7-8%	90%	52%
4	CLClickHouse	5.9%(639/10788)	5-6%	98%	33%
5	GOGoogle Analytics	5.3%(573/10788)	5-6%	43%	78%
6	SESegment	2.9%(311/10788)	3-3%	50%	70%
7	SNSnowflake	2.9%(308/10788)	3-3%	78%	30%
8	DADatadog	2.6%(276/10788)	2-3%	57%	37%
9	PLPlausible	2.1%(231/10788)	2-2%	50%	59%
10	TITinybird	2.1%(222/10788)	2-2%	45%	52%
11	FIFirebase	1.9%(205/10788)	2-2%	35%	26%
12	AMAmplitude	1.6%(177/10788)	1-2%	50%	59%
13	TATableau	1.3%(140/10788)	1-2%	18%	26%
14	APApache Kafka	1.1%(119/10788)	1-1%	38%	19%
15	LOLooker	0.9%(95/10788)	1-1%	25%	19%
16	GOGoogle BigQuery	0.8%(88/10788)	1-1%	30%	22%
17	HEHex	0.7%(78/10788)	1-1%	28%	11%
18	DBdbt	0.6%(62/10788)	0-1%	33%	15%
19	CUCube.js	0.6%(61/10788)	0-1%	15%	26%
20	SNSnowplow	0.4%(45/10788)	0-1%	20%	22%
21	HUHubSpot	0.4%(43/10788)	0-1%	10%	7%
22	NENew Relic	0.2%(26/10788)	0-0%	3%	30%
23	BIBitly	0.2%(21/10788)	0-0%	8%	4%
24	RERecharts	0.2%(21/10788)	0-0%	10%	26%
25	AMAmazon Redshift	0.2%(20/10788)	0-0%	10%	19%
26	RERetool	0.2%(20/10788)	0-0%	23%	4%
27	AMAmazon Kinesis	0.2%(19/10788)	0-0%	8%	15%
28	APApache Superset	0.2%(18/10788)	0-0%	13%	15%
29	SUSupabase	0.1%(16/10788)	0-0%	8%	19%
30	DADatabricks	0.1%(15/10788)	0-0%	15%	15%
31	CLClicky	0.1%(13/10788)	0-0%	3%	7%
32	MAMatomo	0.1%(11/10788)	0-0%	3%	7%
33	OPOpenTelemetry	0.1%(11/10788)	0-0%	15%	15%
34	TITimescaleDB	0.1%(9/10788)	0-0%	10%	22%
35	APApache Pinot	0.1%(8/10788)	0-0%	3%	11%
36	VEVercel	0.1%(7/10788)	0-0%	15%	22%
37	CHChart.js	0.1%(6/10788)	0-0%	10%	11%
38	GOGoogle Data Studio	0.1%(6/10788)	0-0%	8%	11%
39	MAMaterialize	0.1%(6/10788)	0-0%	5%	11%
40	SESentry	0.1%(6/10788)	0-0%	10%	7%
41	POPower BI	0.0%(4/10788)	0-0%	5%	4%
42	PRPrometheus	0.0%(4/10788)	0-0%	10%	15%
43	TETemporal	0.0%(4/10788)	0-0%	8%	7%
44	TRTremor	0.0%(4/10788)	0-0%	10%	15%
45	APApache Druid	0.0%(3/10788)	0-0%	3%	4%
46	GRGrafana	0.0%(3/10788)	0-0%	8%	11%
47	UMUmami	0.0%(3/10788)	0-0%	5%	7%
48	UPUpstash	0.0%(3/10788)	0-0%	8%	7%
49	ZOZoho Analytics	0.0%(3/10788)	0-0%	3%	4%
50	APApache Airflow	0.0%(2/10788)	0-0%	5%	4%
51	APApache Beam	0.0%(2/10788)	0-0%	5%	7%
52	FIFirebolt	0.0%(2/10788)	0-0%	3%	4%
53	HIHightouch	0.0%(2/10788)	0-0%	3%	4%
54	OPOpenSearch	0.0%(2/10788)	0-0%	3%	4%
55	AMAmazon SQS	0.0%(1/10788)	0-0%	3%	4%
56	AWAWS	0.0%(1/10788)	0-0%	3%	4%
57	CECelery	0.0%(1/10788)	0-0%	3%	4%
58	ELElasticsearch	0.0%(1/10788)	0-0%	3%	4%
59	GOGoogle Cloud Platform (GCP)	0.0%(1/10788)	0-0%	3%	4%
60	POPostgreSQL	0.0%(1/10788)	0-0%	3%	4%
61	RERedis	0.0%(1/10788)	0-0%	3%	4%

#	Tool	Support Rate	95% CI	Models	Prompts
1	POPostHog	31.8%(3432/10788)	31-33%	98%	100%
2	MIMixpanel	17.2%(1851/10788)	16-18%	73%	96%
3	MEMetabase	7.2%(777/10788)	7-8%	90%	52%
4	CLClickHouse	5.9%(639/10788)	5-6%	98%	33%
5	GOGoogle Analytics	5.3%(573/10788)	5-6%	43%	78%
6	SESegment	2.9%(311/10788)	3-3%	50%	70%
7	SNSnowflake	2.9%(308/10788)	3-3%	78%	30%
8	DADatadog	2.6%(276/10788)	2-3%	57%	37%
9	PLPlausible	2.1%(231/10788)	2-2%	50%	59%
10	TITinybird	2.1%(222/10788)	2-2%	45%	52%
11	FIFirebase	1.9%(205/10788)	2-2%	35%	26%
12	AMAmplitude	1.6%(177/10788)	1-2%	50%	59%
13	TATableau	1.3%(140/10788)	1-2%	18%	26%
14	APApache Kafka	1.1%(119/10788)	1-1%	38%	19%
15	LOLooker	0.9%(95/10788)	1-1%	25%	19%
16	GOGoogle BigQuery	0.8%(88/10788)	1-1%	30%	22%
17	HEHex	0.7%(78/10788)	1-1%	28%	11%
18	DBdbt	0.6%(62/10788)	0-1%	33%	15%
19	CUCube.js	0.6%(61/10788)	0-1%	15%	26%
20	SNSnowplow	0.4%(45/10788)	0-1%	20%	22%
21	HUHubSpot	0.4%(43/10788)	0-1%	10%	7%
22	NENew Relic	0.2%(26/10788)	0-0%	3%	30%
23	BIBitly	0.2%(21/10788)	0-0%	8%	4%
24	RERecharts	0.2%(21/10788)	0-0%	10%	26%
25	AMAmazon Redshift	0.2%(20/10788)	0-0%	10%	19%
26	RERetool	0.2%(20/10788)	0-0%	23%	4%
27	AMAmazon Kinesis	0.2%(19/10788)	0-0%	8%	15%
28	APApache Superset	0.2%(18/10788)	0-0%	13%	15%
29	SUSupabase	0.1%(16/10788)	0-0%	8%	19%
30	DADatabricks	0.1%(15/10788)	0-0%	15%	15%
31	CLClicky	0.1%(13/10788)	0-0%	3%	7%
32	MAMatomo	0.1%(11/10788)	0-0%	3%	7%
33	OPOpenTelemetry	0.1%(11/10788)	0-0%	15%	15%
34	TITimescaleDB	0.1%(9/10788)	0-0%	10%	22%
35	APApache Pinot	0.1%(8/10788)	0-0%	3%	11%
36	VEVercel	0.1%(7/10788)	0-0%	15%	22%
37	CHChart.js	0.1%(6/10788)	0-0%	10%	11%
38	GOGoogle Data Studio	0.1%(6/10788)	0-0%	8%	11%
39	MAMaterialize	0.1%(6/10788)	0-0%	5%	11%
40	SESentry	0.1%(6/10788)	0-0%	10%	7%
41	POPower BI	0.0%(4/10788)	0-0%	5%	4%
42	PRPrometheus	0.0%(4/10788)	0-0%	10%	15%
43	TETemporal	0.0%(4/10788)	0-0%	8%	7%
44	TRTremor	0.0%(4/10788)	0-0%	10%	15%
45	APApache Druid	0.0%(3/10788)	0-0%	3%	4%
46	GRGrafana	0.0%(3/10788)	0-0%	8%	11%
47	UMUmami	0.0%(3/10788)	0-0%	5%	7%
48	UPUpstash	0.0%(3/10788)	0-0%	8%	7%
49	ZOZoho Analytics	0.0%(3/10788)	0-0%	3%	4%
50	APApache Airflow	0.0%(2/10788)	0-0%	5%	4%
51	APApache Beam	0.0%(2/10788)	0-0%	5%	7%
52	FIFirebolt	0.0%(2/10788)	0-0%	3%	4%
53	HIHightouch	0.0%(2/10788)	0-0%	3%	4%
54	OPOpenSearch	0.0%(2/10788)	0-0%	3%	4%
55	AMAmazon SQS	0.0%(1/10788)	0-0%	3%	4%
56	AWAWS	0.0%(1/10788)	0-0%	3%	4%
57	CECelery	0.0%(1/10788)	0-0%	3%	4%
58	ELElasticsearch	0.0%(1/10788)	0-0%	3%	4%
59	GOGoogle Cloud Platform (GCP)	0.0%(1/10788)	0-0%	3%	4%
60	POPostgreSQL	0.0%(1/10788)	0-0%	3%	4%
61	RERedis	0.0%(1/10788)	0-0%	3%	4%

The devtools AI chooses.

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Rankings

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