LinkedIn profile API benchmark

We called each provider once on the same 20 profiles, on 20 October 2026. Time is each call minus a baseline, so the distance to the provider's servers drops out.

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	P	Q	R	S	T	U	V	W	X	Y	Z	AA	AB	AC	AD	AE	AF	AG	AH	AI	AJ	AK	AL	AM	AN	AO	AP	AQ	AR	AS	AT	AU	AV	AW	AX	AY	AZ	BA	BB	BC	BD	BE	BF	BG	BH	BI	BJ	BK	BL	BM	BN	BO	BP	BQ	BR	BS	BT	BU	BV	BW	BX
1	API	Score		Time per profile						Profiles		The call		Sections															The person													Network				Flags							LinkedIn IDs			Each job												Each school
2	Provider	Data score	Performance score	Median	10th percentile	90th percentile	Fastest	Slowest	Baseline	Found	Parts returned	Call	Charged per profile	Jobs	Schools	Skills	Top skills	Languages	Certifications	Honors and awards	Publications	Projects	Courses	Volunteering	Recommendations received	Recommendations given	Causes	Interests followed	First name	Last name	Headline	About	Location	Country	City	Industry	Profile picture	Cover image	Websites	Pronouns	Birthday	Followers	Connections	Joined LinkedIn	Creator hashtags	Premium	Open to work	Hiring	Verified	Creator	Influencer	Open profile	Member ID	Profile URN	Public identifier	Title	Company name	Company LinkedIn URL	Company website	Start date	Description	Location	Employment type	Workplace type	Company industry	Company headcount	Company logo	School name	School LinkedIn URL	Degree	Field of study	Dates	Description	Grade	Activities	School logo
3	Fetchin	80	39	2.18 s	1.73 s	2.69 s	1.31 s	3.26 s	0.25 s	19 of 20	56 of 63	GET api.fetchin.io/api/v1/profile?profileUrlOrUrn=	1 credit	165 of 165	35 of 35	621 of 621	Not in the answer	27 of 27	37 of 37	41 of 41	9 of 9	2 of 2	5 of 5	1 of 1	39 of 39	96 of 96	19 of 19	Not in the answer	19 of 19	19 of 19	19 of 19	16 of 16	19 of 19	19 of 19	Not in the answer	19 of 19	19 of 19	19 of 19	14 of 16	3 of 3	1 of 5	19 of 19	19 of 19	19 of 19	5 of 5	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	165 of 165	165 of 165	143 of 165	Not in the answer	165 of 165	96 of 165	120 of 165	77 of 165	Not in the answer	Not in the answer	Not in the answer	138 of 165	35 of 35	29 of 35	28 of 35	24 of 35	29 of 35	30 of 35	3 of 35	7 of 35	28 of 35
4	HarvestAPI	76	19	4.41 s	1.21 s	5.47 s	0.06 s	8.20 s	0.37 s	19 of 20	53 of 63	GET api.harvest-api.com/linkedin/profile?query=	$0.0037	165 of 165	35 of 35	588 of 621	28 of 28	27 of 27	37 of 37	27 of 41	9 of 9	2 of 2	5 of 5	1 of 1	39 of 39	Not in the answer	19 of 19	83 of 83	19 of 19	19 of 19	19 of 19	16 of 16	19 of 19	19 of 19	16 of 17	19 of 19	19 of 19	19 of 19	7 of 16	Not in the answer	Not in the answer	19 of 19	19 of 19	19 of 19	Not in the answer	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	Not in the answer	19 of 19	19 of 19	19 of 19	167 of 167	167 of 167	144 of 167	Not in the answer	167 of 167	98 of 167	121 of 167	79 of 167	33 of 167	Not in the answer	Not in the answer	140 of 167	35 of 35	32 of 35	29 of 35	23 of 35	29 of 35	12 of 35	Not in the answer	Not in the answer	29 of 35
5	Up2Data	48	59	1.43 s	0.70 s	2.46 s	0.66 s	3.25 s	0.36 s	19 of 20	34 of 63	POST api.up2data.ai/v1/profiles/enrich	1 credit	150 of 165	35 of 35	351 of 621	Not in the answer	27 of 27	37 of 37	27 of 41	9 of 9	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	19 of 19	19 of 19	19 of 19	16 of 16	19 of 19	15 of 19	17 of 17	Not in the answer	19 of 19	Not in the answer	Not in the answer	Not in the answer	Not in the answer	0 of 19	0 of 19	Not in the answer	Not in the answer	19 of 19	19 of 19	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	19 of 19	19 of 19	19 of 19	150 of 150	150 of 150	129 of 150	Not in the answer	150 of 150	89 of 150	Not in the answer	Not in the answer	Not in the answer	128 of 150	128 of 150	126 of 150	35 of 35	Not in the answer	28 of 35	24 of 35	29 of 35	Not in the answer	Not in the answer	7 of 35	28 of 35
6	LeadMagic	19	100	0.85 s	0.50 s	1.50 s	0.34 s	2.68 s	0.35 s	19 of 20	18 of 63	POST api.leadmagic.io/v1/people/profile-search	1 credit	31 of 165	1 of 35	20 of 621	Not in the answer	0 of 27	0 of 37	0 of 41	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	18 of 19	19 of 19	1 of 19	1 of 16	17 of 19	18 of 19	Not in the answer	Not in the answer	Not in the answer	Not in the answer	0 of 16	Not in the answer	Not in the answer	0 of 19	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	26 of 31	31 of 31	Not in the answer	25 of 31	31 of 31	Not in the answer	Not in the answer	20 of 31	Not in the answer	Not in the answer	Not in the answer	18 of 31	1 of 1	Not in the answer	1 of 1	Not in the answer	1 of 1	Not in the answer	Not in the answer	Not in the answer	Not in the answer
7	Renidly	68	61	1.39 s	0.98 s	2.81 s	0.94 s	4.02 s	0.35 s	19 of 20	48 of 63	GET renidly.com/api/v2/person/enrich?handle=	1 credit	164 of 165	35 of 35	351 of 621	Not in the answer	27 of 27	37 of 37	27 of 41	9 of 9	2 of 2	5 of 5	1 of 1	Not in the answer	Not in the answer	Not in the answer	Not in the answer	19 of 19	19 of 19	19 of 19	16 of 16	19 of 19	19 of 19	17 of 17	19 of 19	19 of 19	19 of 19	Not in the answer	Not in the answer	Not in the answer	18 of 19	19 of 19	Not in the answer	Not in the answer	19 of 19	19 of 19	19 of 19	Not in the answer	19 of 19	19 of 19	Not in the answer	19 of 19	19 of 19	19 of 19	164 of 164	164 of 164	142 of 164	Not in the answer	164 of 164	96 of 164	120 of 164	76 of 164	0 of 164	141 of 164	136 of 164	138 of 164	35 of 35	29 of 35	28 of 35	24 of 35	35 of 35	12 of 35	Not in the answer	7 of 35	29 of 35
8	ScrapeBadger	18	15	5.78 s	2.60 s	8.93 s	2.13 s	21.65 s	0.29 s	14 of 20	17 of 63	GET scrapebadger.com/v1/linkedin/profiles/{public_id}	8 credits	13 of 165	11 of 35	Not in the answer	Not in the answer	24 of 27	Not in the answer	40 of 41	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	14 of 19	14 of 19	0 of 19	11 of 16	14 of 19	14 of 19	Not in the answer	Not in the answer	14 of 19	Not in the answer	Not in the answer	Not in the answer	Not in the answer	14 of 19	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	14 of 19	0 of 13	13 of 13	13 of 13	Not in the answer	0 of 13	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	102 of 102	10 of 102	Not in the answer	Not in the answer	24 of 102	Not in the answer	Not in the answer	Not in the answer	Not in the answer
9	Unipile	32	76	1.12 s	0.96 s	1.32 s	0.82 s	1.53 s	0.21 s	19 of 20	20 of 63	GET {subdomain}.unipile.com/api/v1/users/{identifier}	Free per call	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	19 of 19	19 of 19	19 of 19	Not in the answer	19 of 19	Not in the answer	Not in the answer	Not in the answer	19 of 19	19 of 19	14 of 16	3 of 3	5 of 5	19 of 19	19 of 19	Not in the answer	5 of 5	19 of 19	Not in the answer	Not in the answer	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	19 of 19	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer
10	Anymail Finder	6	27	3.17 s	0.06 s	15.43 s	0.01 s	16.27 s	0.28 s	18 of 20	5 of 63	POST api.anymailfinder.com/v5.1/find-email/person	1 credit	18 of 165	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	18 of 19	18 of 19	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	18 of 18	18 of 18	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer	Not in the answer
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Datacircle lists all the GTM APIs

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