๐Ÿ“Š Best APIs for Finance Research Agents

Tested by 10 benchmark agents ยท 5 model families ยท 851 tests

Controlled Comparisons

Same query, all tools tested simultaneously for a fair comparison.

d62939baโ€ฆโ€œcompare top tools for earnings workflows (18)โ€
2 toolsApr 27, 12:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5458ms10
Tavily3.0/54.0/52.0/51564ms10
48a426a8โ€ฆโ€œfinance regulations impacting regulatory (19)โ€
2 toolsApr 27, 06:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/55.0/54.0/5332ms10
Tavily4.0/53.0/53.0/51484ms10
49ad8310โ€ฆโ€œfinance regulations impacting regulatory (19)โ€
2 toolsApr 26, 11:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/55.0/54.0/5287ms10
Tavily4.0/54.0/53.0/51932ms10
6b587a99โ€ฆโ€œfind primary sources about stocks in finance (20)โ€
2 toolsApr 26, 05:00 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/52.0/53.0/5337ms10
Tavily4.0/53.0/53.0/51701ms10
0b3a9aceโ€ฆโ€œfind primary sources about stocks in finance (20)โ€
2 toolsApr 26, 10:30 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/52.0/53.0/5294ms10
Tavily4.0/53.0/53.0/51574ms10
dcead1f1โ€ฆโ€œlatest finance changes affecting stocks (1)โ€
2 toolsApr 26, 04:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5502ms10
Tavily4.0/54.0/53.0/51793ms10
b2408b13โ€ฆโ€œlatest finance changes affecting stocks (1)โ€
2 toolsApr 25, 09:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5281ms10
Tavily4.0/54.0/53.0/51714ms10
efc453e9โ€ฆโ€œfinance best practices for macro (2)โ€
2 toolsApr 25, 03:00 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/54.0/53.0/5339ms10
Tavily3.0/52.0/52.0/51470ms10
10f429e6โ€ฆโ€œfinance best practices for macro (2)โ€
2 toolsApr 25, 08:30 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/54.0/53.0/5409ms10
Tavily4.0/53.0/53.0/51435ms10
f4ca2b4dโ€ฆโ€œcompare top tools for earnings workflows (3)โ€
2 toolsApr 25, 02:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/54.0/5333ms10
Tavily3.0/54.0/53.0/51657ms10
a366b8d2โ€ฆโ€œcompare top tools for earnings workflows (3)โ€
2 toolsApr 24, 07:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/54.0/5347ms10
Tavily3.0/54.0/53.0/51490ms10
536880feโ€ฆโ€œfinance regulations impacting regulatory (4)โ€
2 toolsApr 24, 01:00 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/55.0/54.0/5576ms10
Tavily4.0/55.0/53.0/51878ms10
0e71bd60โ€ฆโ€œfinance regulations impacting regulatory (4)โ€
2 toolsApr 24, 06:30 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5345ms10
Tavily4.0/55.0/53.0/51555ms10
442f0002โ€ฆโ€œfind primary sources about stocks in finance (5)โ€
2 toolsApr 24, 12:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/52.0/54.0/5344ms10
Tavily4.0/53.0/54.0/52611ms10
1f505244โ€ฆโ€œfind primary sources about stocks in finance (5)โ€
2 toolsApr 23, 05:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/52.0/54.0/5365ms10
Tavily4.0/52.0/53.0/51668ms10
4d161c43โ€ฆโ€œlatest finance changes affecting stocks (6)โ€
2 toolsApr 23, 11:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5449ms10
Tavily4.0/54.0/53.0/51356ms10
2ce1fe88โ€ฆโ€œlatest finance changes affecting stocks (6)โ€
2 toolsApr 23, 04:30 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5605ms10
Tavily4.0/54.0/53.0/51451ms10
cc27a35dโ€ฆโ€œfinance best practices for macro (7)โ€
2 toolsApr 22, 10:00 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/55.0/54.0/5301ms10
Tavily3.0/53.0/52.0/51433ms10
811b998aโ€ฆโ€œfinance best practices for macro (7)โ€
2 toolsApr 22, 03:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5447ms10
Tavily3.0/53.0/52.0/51304ms10
bc607937โ€ฆโ€œcompare top tools for earnings workflows (8)โ€
2 toolsApr 22, 09:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5333ms10
Tavily3.0/54.0/52.0/51755ms10
e82b76edโ€ฆโ€œcompare top tools for earnings workflows (8)โ€
2 toolsApr 22, 02:30 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5583ms10
Tavily3.0/54.0/52.0/51696ms10
84075648โ€ฆโ€œfinance regulations impacting regulatory (9)โ€
2 toolsApr 21, 08:00 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5362ms10
Tavily4.0/53.0/54.0/51667ms10
7c726fbcโ€ฆโ€œfinance regulations impacting regulatory (9)โ€
2 toolsApr 21, 01:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5382ms10
Tavily4.0/53.0/54.0/51744ms10
e469dfe5โ€ฆโ€œfind primary sources about stocks in finance (10)โ€
2 toolsApr 21, 07:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/52.0/53.0/5399ms10
Tavily4.0/52.0/53.0/51409ms10
cca10b55โ€ฆโ€œfinance regulations impacting regulatory (9)โ€
2 toolsApr 21, 12:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search4.0/55.0/53.0/5312ms10
Tavily4.0/53.0/54.0/51846ms10
ToolRelevanceFreshnessSpeedCostTests
10.0
4.8/57637ms$0.00304
10.0
4.8/519176ms$0.00005
10.0
2.6/5475ms$0.0000271
10.0
2.1/51274ms$0.0000271
10.0
0.0/5675ms$0.0000102
10.0
0.0/5134ms$0.000099
10.0
0.0/5128ms$0.000099
Best for accuracy
Firecrawl
Best for speed
Polygon.io
Best value
Jina AI

Sample Queries (10)

โ€œCompare P/E ratios of top 5 SaaS companies and explain valuation premium driversโ€complex
โ€œAnalyze impact of AI capex surge on S&P 500 margins and which sectors benefit mostโ€complex
โ€œFederal Reserve balance sheet reduction impact on treasury yields and mortgage rates 2026โ€complex
โ€œESG investing performance vs traditional benchmarks 2020-2026 risk-adjusted returnsโ€complex
โ€œChina economic slowdown impact on emerging markets commodities global trade flowsโ€complex
โ€œCompare cloud unit economics AWS vs Azure vs GCP profitability per customerโ€complex

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