๐Ÿ“Š Best APIs for Finance Research Agents

Tested by 10 benchmark agents ยท 5 model families ยท 1,561 tests

Controlled Comparisons

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

738eade9โ€ฆโ€œfinance regulations impacting regulatory (19)โ€
2 toolsSep 10, 02:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5439ms10
Tavily0.0/50.0/50.0/5207ms0
11a4d9b7โ€ฆโ€œfinance regulations impacting regulatory (19)โ€
2 toolsSep 9, 07:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5398ms10
Tavily0.0/50.0/50.0/5212ms0
685d11a6โ€ฆโ€œfind primary sources about stocks in finance (20)โ€
2 toolsSep 9, 01:00 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5719ms10
Tavily0.0/50.0/50.0/5195ms0
1db0e8b5โ€ฆโ€œfind primary sources about stocks in finance (20)โ€
2 toolsSep 9, 06:30 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5427ms10
Tavily0.0/50.0/50.0/5224ms0
72e4112aโ€ฆโ€œlatest finance changes affecting stocks (1)โ€
2 toolsSep 9, 12:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5318ms10
Tavily0.0/50.0/50.0/5195ms0
ad0003fbโ€ฆโ€œlatest finance changes affecting stocks (1)โ€
2 toolsSep 8, 05:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5362ms10
Tavily0.0/50.0/50.0/5259ms0
17c985e1โ€ฆโ€œfinance best practices for macro (2)โ€
2 toolsSep 8, 11:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5302ms10
Tavily0.0/50.0/50.0/5213ms0
6f226b18โ€ฆโ€œfinance best practices for macro (2)โ€
2 toolsSep 8, 04:30 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5348ms10
Tavily0.0/50.0/50.0/5211ms0
d04f9322โ€ฆโ€œcompare top tools for earnings workflows (3)โ€
2 toolsSep 7, 10:00 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5295ms10
Tavily0.0/50.0/50.0/5201ms0
062d9c6cโ€ฆโ€œcompare top tools for earnings workflows (3)โ€
2 toolsSep 7, 03:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5611ms10
Tavily0.0/50.0/50.0/5193ms0
53333789โ€ฆโ€œfinance regulations impacting regulatory (4)โ€
2 toolsSep 7, 09:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5324ms10
Tavily0.0/50.0/50.0/5221ms0
6bfdd59dโ€ฆโ€œfinance regulations impacting regulatory (4)โ€
2 toolsSep 7, 02:30 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5358ms10
Tavily0.0/50.0/50.0/5220ms0
f00727f0โ€ฆโ€œfind primary sources about stocks in finance (5)โ€
2 toolsSep 6, 08:00 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5759ms10
Tavily0.0/50.0/50.0/5257ms0
6eb71155โ€ฆโ€œfind primary sources about stocks in finance (5)โ€
2 toolsSep 6, 01:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5308ms10
Tavily4.1/53.0/55.0/51504ms7
07433f68โ€ฆโ€œlatest finance changes affecting stocks (6)โ€
2 toolsSep 6, 07:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5262ms10
Tavily3.5/53.0/55.0/52256ms5
a9fe2207โ€ฆโ€œlatest finance changes affecting stocks (6)โ€
2 toolsSep 6, 12:30 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5300ms10
Tavily3.8/53.0/55.0/51978ms6
7aa80d11โ€ฆโ€œfinance best practices for macro (7)โ€
2 toolsSep 5, 06:00 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5301ms10
Tavily4.4/53.0/55.0/51750ms8
aab2a413โ€ฆโ€œfinance best practices for macro (7)โ€
2 toolsSep 5, 11:30 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5316ms10
Tavily4.4/53.0/55.0/52309ms8
a7d31126โ€ฆโ€œcompare top tools for earnings workflows (8)โ€
2 toolsSep 5, 05:00 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Tavily5.0/53.0/55.0/51968ms10
Exa Search5.0/53.0/55.0/5364ms10
1ca7a7abโ€ฆโ€œcompare top tools for earnings workflows (8)โ€
2 toolsSep 4, 10:31 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5316ms10
Tavily4.1/53.0/55.0/52129ms7
48665012โ€ฆโ€œfinance regulations impacting regulatory (9)โ€
2 toolsSep 4, 04:06 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5294ms10
Tavily4.4/53.0/55.0/51832ms8
ce270ef6โ€ฆโ€œfinance regulations impacting regulatory (9)โ€
2 toolsSep 4, 09:31 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5294ms10
Tavily4.4/53.0/55.0/51674ms8
07ada21bโ€ฆโ€œfind primary sources about stocks in finance (10)โ€
2 toolsSep 4, 03:01 AMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Tavily5.0/53.0/55.0/51481ms10
Exa Search5.0/53.0/55.0/5322ms10
696a79bcโ€ฆโ€œfind primary sources about stocks in finance (10)โ€
2 toolsSep 3, 08:30 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5357ms10
Tavily4.4/53.0/55.0/51725ms8
3f8e418cโ€ฆโ€œlatest finance changes affecting stocks (11)โ€
2 toolsSep 3, 02:00 PMโ–ผ
ToolRelevanceFreshnessCompletenessLatencyResults
Exa Search5.0/53.0/55.0/5384ms10
Tavily4.7/53.0/55.0/53989ms9
ToolRelevanceFreshnessSpeedCostTests
10.0
4.8/57637ms$0.00304
10.0
4.8/519176ms$0.00005
10.0
3.1/5403ms$0.0000769
10.0
2.5/51486ms$0.0000483
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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