Hedge funds spent 5.2 million dollars each on average for alternative data. Adoption hit 78 percent among those firms while 52 percent of users named data quality as their leading problem. The sections that follow break down spending levels, integration hurdles, and the main data sources in use.
Key Takeaways
- 78% of hedge funds used alt data in 2023, up from 70% in 2022.
- Alt data regulations like GDPR impacted 35% of providers in 2023.
- Satellite imagery adopted by 39% of commodity traders.
- The global alternative data market size was valued at USD 11.65 billion in 2023 and is expected to grow at a CAGR of 12.4% from 2024 to 2030.
- Eagle Alpha is the leading alt data marketplace with 500+ providers.
Alternative data is rapidly becoming essential for investment decisions, with usage and value rising across markets.
Related reading
01 · Category
Adoption and Usage19 stats
01
78% of hedge funds used alt data in 2023, up from 70% in 2022.
02
Buy-side alt data spend averaged $5.2M per firm in 2023.
03
55% of asset managers integrate alt data into core processes.
04
Retail investors' alt data usage grew 30% in 2023 via platforms.
05
92% of quant funds rely on alt data for alpha generation.
06
Alt data adoption in insurance sector up 40% since 2021.
07
67% of European funds increased alt data teams in 2023.
08
Corporate use of alt data for competitive intelligence at 48% adoption rate.
09
Alt data in portfolio management used by 81% of top 100 hedge funds.
10
Small-cap funds alt data usage doubled to 35% in 2023.
11
73% of firms report improved alpha from alt data integration.
12
Alt data platforms users grew 25% to 1,200 firms in 2023.
13
64% of prop trading firms use alt data daily.
14
Adoption rate in APAC funds reached 52% in 2023.
15
41% of non-quant funds now experiment with alt data.
16
Alt data training programs adopted by 29% of firms.
17
85% retention rate for alt data subscriptions post-trial.
18
Multi-asset class alt data use up 22% YoY.
19
56% of funds use AI to process alt data.
Interpretation
Adoption and Usage Interpretation
While hedge funds and asset managers are throwing millions at alternative data to chase an edge, it seems the entire financial world, from retail investors to insurance companies, has caught the fever, proving that in today's markets, if you're not snooping on satellite imagery or parsing social sentiment, you're basically investing with a blindfold on.
02 · Category
Challenges and Regulations18 stats
01
Alt data regulations like GDPR impacted 35% of providers in 2023.
02
Data quality issues cited by 52% of users as top challenge.
03
28% of alt data deals failed due to compliance in 2023.
04
Cost of alt data datasets averaged $250K annually per firm.
05
IP disputes in alt data rose 40% in 2023.
06
61% of firms struggle with data integration.
07
SEC scrutiny on alt data usage increased 25% in probes.
08
Privacy lawsuits against alt data providers up 15%.
09
44% report latency issues in real-time alt data.
10
Vendor consolidation reduced options by 12% in 2023.
11
ESG data compliance required by 70% of EU funds.
12
Data lineage tracking adopted by only 33% of users.
13
39% face scalability issues with big alt data volumes.
14
CCPA regulations affected 22% of US providers.
15
Bias in alt data models flagged by 27% of quants.
16
51% cite high onboarding time as barrier.
17
Cybersecurity breaches in alt data up 18%.
18
36% of datasets rejected for poor signal-to-noise.
Interpretation
Challenges and Regulations Interpretation
The alternative data industry, while promising a competitive edge, now resembles a high-stakes poker game where players are increasingly spending $250,000 just to get a seat, only to find that over half the cards are smudged, a third of the decks are missing, and the dealer is being sued for privacy violations while the regulators circle the table, waiting to call foul on a bad hand.
03 · Category
Data Types and Sources18 stats
01
Satellite imagery adopted by 39% of commodity traders.
02
Credit/debit card transaction data used by 71% of consumer sector analysts.
03
Web scraping data constitutes 25% of all alt data consumed.
04
Geolocation data from mobile apps covers 1.2B devices globally.
05
Email receipt data parsed from 50M+ consumers weekly.
06
Shipping data from AIS tracks 180,000 vessels in real-time.
07
App download and usage data from 200+ countries.
08
Weather data integrated into 60% of alt data workflows.
09
Social media sentiment data from 10B+ posts daily.
10
Point of sale data from 1M+ US stores.
11
Patent filing data updated daily from USPTO and EPO.
12
Vehicle telematics data from 50M connected cars.
13
Job posting data scraped from 50K+ sites.
14
Electricity usage data from 100M+ meters.
15
Flight tracking data for 100K daily flights.
16
E-commerce reviews sentiment from 500M products.
17
Supply chain IoT sensors data from 1B devices.
18
Gaming app engagement data from 2B users.
Interpretation
Data Types and Sources Interpretation
While privacy skeptics may fear a chipped dystopia, today's analysts are simply piecing together a shockingly intimate, real-time mosaic of global life—from the cargo ships humming across oceans and the weather shaping crops, to the precise moment your phone passes a store and your card buys the coffee, proving we're not being watched by one Big Brother, but relentlessly quantified by a few thousand intensely curious little siblings.
More related reading
04 · Category
Market Size and Growth20 stats
01
The global alternative data market size was valued at USD 11.65 billion in 2023 and is expected to grow at a CAGR of 12.4% from 2024 to 2030.
02
Alternative data market in North America held over 40% revenue share in 2023 due to high adoption by hedge funds and asset managers.
03
The alternative data industry is projected to reach USD 21.17 billion by 2028, expanding at a CAGR of 13.1% from 2021 levels.
04
Satellite imagery data segment accounted for 28% of the alternative data market revenue in 2022.
05
Email receipt data market within alternative data grew by 45% YoY in 2023 among buy-side firms.
06
Alternative data spending by hedge funds reached $1.6 billion in 2022, up 20% from 2021.
07
The Asia-Pacific alternative data market is expected to grow at the highest CAGR of 14.2% during 2023-2030.
08
Geolocation data contributed 22% to total alternative data revenues in 2023.
09
Buy-side firms' alternative data budgets increased by 25% on average in 2023.
10
Alternative data market in Europe grew 18% YoY in 2023, driven by regulatory clarity.
11
Transactional data segment is projected to hold 35% market share by 2027.
12
Global alt data providers numbered over 700 in 2023, up from 500 in 2020.
13
Alt data market CAGR forecasted at 11.5% from 2024-2032.
14
Credit card spend data market valued at $2.3B in 2023.
15
62% of investment firms plan to increase alt data spend in 2024.
16
Alt data market in BFSI sector to grow at 13.8% CAGR to 2030.
17
Web scraped data segment revenue hit $3.1B in 2023.
18
Emerging markets alt data growth at 16% CAGR through 2028.
19
Alt data for retail sector projected to reach $4.5B by 2027.
20
45% YoY growth in alt data deals in Q4 2023.
Interpretation
Market Size and Growth Interpretation
Wall Street’s appetite for everything from your grocery receipts to satellite photos of parking lots has ballooned into an $11.7 billion obsession, growing so voraciously that even your inbox and your morning commute are now being monetized for an edge in the markets.
05 · Category
Providers and Vendors20 stats
01
Eagle Alpha is the leading alt data marketplace with 500+ providers.
02
Neudata (Quiver Quant) vetted 1,000+ datasets in 2023.
03
YipitData serves 90% of top hedge funds with consumer data.
04
Orbital Insight analyzes satellite data for 200+ clients.
05
Second Measure tracks credit card data for retail analytics.
06
SafeGraph provides POI and foot traffic data to 5,000+ firms.
07
Thinknum scrapes web data for 10,000+ companies.
08
RS Metrics uses satellite for supply chain monitoring.
09
Numator (now NielsenIQ) offers POS and receipt data.
10
Sensor Tower delivers mobile app intelligence.
11
Advan researches broker research distribution data.
12
Facteus provides transaction data for banks.
13
DroneBase offers aerial imagery services.
14
GeoQuant tracks geopolitical risk data.
15
Matterport provides 3D satellite alternatives.
16
Crunchbase offers startup funding data.
17
Dataminr delivers real-time event detection.
18
Exiger specializes in supply chain risk data.
19
Foursquare provides location intelligence.
20
IRI offers consumer packaged goods data.
Interpretation
Providers and Vendors Interpretation
The landscape of alternative data is no longer a niche market but a sprawling, competitive intelligence bazaar where firms peddle everything from the secrets in your shopping cart and the shadows of satellites to the pulse of geopolitical risk, all in a race to out-predict and outperform.
Reference
Cite This Report
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APA
Megan Gallagher. (2026, February 13). Alternative Data Industry Statistics. Gitnux. https://gitnux.org/alternative-data-industry-statistics
MLA
Megan Gallagher. "Alternative Data Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/alternative-data-industry-statistics.
Chicago
Megan Gallagher. 2026. "Alternative Data Industry Statistics." Gitnux. https://gitnux.org/alternative-data-industry-statistics.
Sources & references
76 datasets cited across this report · attribution is report-level