Sectors & Industries TechnologySoftware - Infrastructure
Best Software Infrastructure Stocks to Buy Now (2026)
Top software infrastructure stocks in 2026 ranked by overall Zen Rating. "A" Rated stocks have returned an average of +28.50% per year, and are the best software infrastructure stocks to buy now. Learn More.

Industry: Software - Infrastructure

Zen Rating Price Value Growth Financials Momentum Sentiment Forecast Dividends Due Diligence

Software Infrastructure is Zen Rated C and is the 68th ranked industry out of 145 stock market industries

Ticker	Company	Exchange	Industry	Market Cap	Price	1d %	EBITDA	P/E	D/E	Country
NTCT	NETSCOUT SYSTEMS INC	NASDAQ	Software - Infrastructure	$2.88B	$39.67	3.55%	$196.03M	23.61x	0.39	United States
YEXT	YEXT INC	NYSE	Software - Infrastructure	$727.49M	$7.35	0.14%	$74.47M	30.63x	12.57	United States
GCT	GIGACLOUD TECHNOLOGY INC	NASDAQ	Software - Infrastructure	$2.08B	$58.24	-1.49%	$206.52M	13.80x	1.39	Hong Kong
CGNT	COGNYTE SOFTWARE LTD	NASDAQ	Software - Infrastructure	$720.73M	$9.76	5.23%	$20.13M	N/A	1.47	Israel
LSAK	LESAKA TECHNOLOGIES INC	NASDAQ	Software - Infrastructure	$349.30M	$4.07	-3.10%	$70.04M	135.67x	2.02	South Africa
TENB	TENABLE HOLDINGS INC	NASDAQ	Software - Infrastructure	$4.91B	$44.59	6.17%	$87.85M	891.80x	6.93	United States
APPN	APPIAN CORP	NASDAQ	Software - Infrastructure	$3.75B	$52.35	2.35%	$22.32M	-373.93x	-6.57	United States
NTNX	NUTANIX INC	NASDAQ	Software - Infrastructure	$19.10B	$70.58	1.48%	$432.69M	12.58x	6.22	United States
XYZ	BLOCK INC	NYSE	Software - Infrastructure	$45.94B	$76.46	-3.24%	$1.32B	131.83x	0.78	United States
FIVN	FIVE9 INC	NASDAQ	Software - Infrastructure	$2.81B	$37.61	7.15%	$170.61M	49.49x	1.33	United States
EVCM	EVERCOMMERCE INC	NASDAQ	Software - Infrastructure	$1.63B	$9.23	-0.32%	$129.20M	48.58x	0.91	United States
FATN	FATPIPE INC	NASDAQ	Software - Infrastructure	$75.30M	$5.33	0.38%	$4.21M	13.33x	0.34	United States
PICS	PICS NV	NASDAQ	Software - Infrastructure	$1.79B	$13.80	1.62%	N/A	21.20x	7.27	Netherlands
RPD	RAPID7 INC	NASDAQ	Software - Infrastructure	$1.00B	$14.91	1.22%	$77.74M	48.10x	7.86	United States
MDB	MONGODB INC	NASDAQ	Software - Infrastructure	$29.89B	$371.09	2.44%	$115.36M	501.47x	0.27	United States
RELY	REMITLY GLOBAL INC	NASDAQ	Software - Infrastructure	$5.25B	$24.82	-1.97%	$236.51M	17.12x	0.39	United States
PAYS	PAYSIGN INC	NASDAQ	Software - Infrastructure	$842.42M	$14.92	-1.91%	$30.28M	51.45x	4.27	United States
BB	BLACKBERRY LTD	NYSE	Software - Infrastructure	$5.24B	$8.92	3.84%	$108.00M	68.62x	0.60	Canada
PGY	PAGAYA TECHNOLOGIES LTD	NASDAQ	Software - Infrastructure	$1.59B	$19.09	-0.70%	$129.23M	12.64x	1.71	Israel
ALLT	ALLOT LTD	NASDAQ	Software - Infrastructure	$439.41M	$8.94	0.34%	$10.32M	40.64x	0.71	Israel
CCSI	CONSENSUS CLOUD SOLUTIONS INC	NASDAQ	Software - Infrastructure	$686.63M	$37.47	1.22%	$180.32M	7.42x	15.77	United States
TLS	TELOS CORP	NASDAQ	Software - Infrastructure	$363.97M	$4.87	6.56%	-$2.52M	-23.19x	0.50	United States
FTNT	FORTINET INC	NASDAQ	Software - Infrastructure	$132.06B	$179.99	4.05%	$2.80B	62.93x	6.00	United States
TUYA	TUYA INC	NYSE	Software - Infrastructure	$1.02B	$1.65	-1.20%	N/A	15.00x	0.13	China
IOT	SAMSARA INC	NYSE	Software - Infrastructure	$26.31B	$44.92	2.60%	$132.93M	299.47x	0.73	United States
EVTC	EVERTEC INC	NYSE	Software - Infrastructure	$1.94B	$32.43	-2.70%	$344.75M	21.06x	2.73	Puerto Rico
SPSC	SPS COMMERCE INC	NASDAQ	Software - Infrastructure	$3.33B	$92.63	0.75%	$165.70M	44.75x	0.20	United States
FFIV	F5 INC	NASDAQ	Software - Infrastructure	$25.79B	$455.42	1.19%	$980.96M	35.83x	0.77	United States
BLZE	BACKBLAZE INC	NASDAQ	Software - Infrastructure	$516.25M	$8.34	-3.14%	$16.36M	-23.83x	1.53	United States
DOX	AMDOCS LTD	NASDAQ	Software - Infrastructure	$6.55B	$62.74	-1.31%	$832.20M	14.83x	0.94	United Kingdom
RDWR	RADWARE LTD	NASDAQ	Software - Infrastructure	$1.36B	$31.07	4.33%	$20.46M	79.67x	0.93	Israel
QLYS	QUALYS INC	NASDAQ	Software - Infrastructure	$7.50B	$216.70	4.08%	$274.20M	37.30x	0.91	United States
BOX	BOX INC	NYSE	Software - Infrastructure	$5.92B	$43.18	0.94%	$168.81M	60.82x	-3.58	United States
PAY	PAYMENTUS HOLDINGS INC	NYSE	Software - Infrastructure	$4.20B	$33.35	-2.11%	$155.70M	49.78x	0.18	United States
RBRK	RUBRIK INC	NYSE	Software - Infrastructure	$26.69B	$128.74	6.62%	-$175.48M	-101.37x	-6.70	United States
CPAY	CORPAY INC	NYSE	Software - Infrastructure	$26.82B	$408.46	-1.58%	$2.54B	24.56x	6.96	United States
WEX	WEX INC	NYSE	Software - Infrastructure	$6.73B	$197.46	-0.34%	$1.04B	19.44x	11.27	United States
WIX	WIXCOM LTD	NASDAQ	Software - Infrastructure	$3.52B	$81.94	-0.74%	-$175.15M	-23.21x	-2.06	Israel
BAND	BANDWIDTH INC	NASDAQ	Software - Infrastructure	$1.42B	$44.18	9.09%	$59.90M	736.33x	1.91	United States
NET	CLOUDFLARE INC	NYSE	Software - Infrastructure	$115.99B	$325.73	7.29%	$116.93M	-561.60x	3.00	United States
TDC	TERADATA CORP	NYSE	Software - Infrastructure	$3.24B	$34.88	1.96%	$711.00M	7.10x	1.80	United States
CRWD	CROWDSTRIKE HOLDINGS INC	NASDAQ	Software - Infrastructure	$263.73B	$257.57	8.25%	$435.42M	4,154.35x	1.35	United States
AVPT	AVEPOINT INC	NASDAQ	Software - Infrastructure	$3.49B	$16.51	2.67%	$72.85M	48.56x	0.73	United States
IIIV	I3 VERTICALS INC	NASDAQ	Software - Infrastructure	$457.21M	$17.37	-0.40%	$47.84M	18.88x	0.81	United States
MQ	MARQETA INC	NASDAQ	Software - Infrastructure	$1.96B	$18.85	-2.58%	$47.67M	171.36x	0.95	United States
OKTA	OKTA INC	NASDAQ	Software - Infrastructure	$37.25B	$213.05	5.82%	$412.00M	126.82x	0.31	United States
USIO	USIO INC	NASDAQ	Software - Infrastructure	$89.48M	$3.14	-0.63%	$787.12k	-52.33x	5.59	United States
ZS	ZSCALER INC	NASDAQ	Software - Infrastructure	$41.60B	$255.15	7.31%	$269.60M	-654.23x	2.03	United States
GEN	GEN DIGITAL INC	NASDAQ	Software - Infrastructure	$14.89B	$24.88	-0.04%	$2.58B	14.38x	4.89	United States
DBX	DROPBOX INC	NASDAQ	Software - Infrastructure	$8.54B	$37.83	0.93%	$887.80M	20.79x	-2.29	United States
ADBE	ADOBE INC	NASDAQ	Software - Infrastructure	$102.68B	$263.82	-2.49%	$10.31B	14.71x	1.55	United States
ACIW	ACI WORLDWIDE INC	NASDAQ	Software - Infrastructure	$5.64B	$55.88	-0.55%	$467.02M	25.52x	1.07	United States
TOST	TOAST INC	NYSE	Software - Infrastructure	$18.91B	$32.71	-2.12%	$549.00M	39.41x	0.56	United States
GTLB	GITLAB INC	NASDAQ	Software - Infrastructure	$9.38B	$56.28	3.21%	-$35.47M	-175.88x	0.75	United States
PLTR	PALANTIR TECHNOLOGIES INC	NASDAQ	Software - Infrastructure	$472.80B	$196.75	0.29%	$3.09B	156.15x	0.18	United States
OSPN	ONESPAN INC	NASDAQ	Software - Infrastructure	$744.05M	$20.19	5.10%	$56.20M	11.22x	0.42	United States
GDDY	GODADDY INC	NYSE	Software - Infrastructure	$14.28B	$112.79	-1.69%	$1.40B	16.61x	1,192.52	United States
SNPS	SYNOPSYS INC	NASDAQ	Software - Infrastructure	$82.43B	$430.14	1.81%	$3.88B	74.55x	0.53	United States
ATEN	A10 NETWORKS INC	NYSE	Software - Infrastructure	$1.85B	$25.45	3.62%	$70.36M	43.14x	1.85	United States
VRNS	VARONIS SYSTEMS INC	NASDAQ	Software - Infrastructure	$5.61B	$48.88	-0.02%	-$121.94M	-40.07x	2.72	United States
PSFE	PAYSAFE LTD	NYSE	Software - Infrastructure	$300.20M	$5.74	-3.20%	$316.12M	-1.51x	7.02	United Kingdom
KVYO	KLAVIYO INC	NYSE	Software - Infrastructure	$6.01B	$21.11	2.53%	$60.84M	703.67x	0.43	United States
DSC	DSC HOLDINGS LTD	NASDAQ	Software - Infrastructure	$175.25M	$3.50	-1.96%	N/A	N/A	0.81	China
CINT	CI&T INC	NYSE	Software - Infrastructure	$432.00M	$3.21	3.88%	$101.64M	11.07x	0.80	Cayman Islands
MSFT	MICROSOFT CORP	NASDAQ	Software - Infrastructure	$3.89T	$524.51	0.66%	$207.52B	29.14x	0.71	United States
S	SENTINELONE INC	NYSE	Software - Infrastructure	$8.35B	$24.00	6.67%	-$221.81M	-23.76x	0.64	United States
PATH	UIPATH INC	NYSE	Software - Infrastructure	$7.36B	$14.13	1.36%	$253.80M	21.09x	0.49	United States
ORCL	ORACLE CORP	NYSE	Software - Infrastructure	$381.47B	$126.16	0.49%	$37.72B	19.47x	3.54	United States
DLO	DLOCAL LTD	NASDAQ	Software - Infrastructure	$4.34B	$15.06	1.48%	$294.24M	21.51x	3.06	Uruguay
AGPU	AXE COMPUTE INC	NASDAQ	Software - Infrastructure	$90.06M	$7.77	0.00%	-$252.78M	0.54x	1.95	United States
KPLT	KATAPULT HOLDINGS INC	NASDAQ	Software - Infrastructure	$38.98M	$7.84	3.43%	$259.68M	5.68x	-3.06	United States
FLYW	FLYWIRE CORP	NASDAQ	Software - Infrastructure	$2.36B	$19.40	1.31%	$72.32M	71.85x	0.42	United States
NTSK	NETSKOPE INC	NASDAQ	Software - Infrastructure	$9.92B	$24.28	9.37%	-$683.54M	-15.97x	9.92	United States
PANW	PALO ALTO NETWORKS INC	NASDAQ	Software - Infrastructure	$311.29B	$380.55	7.22%	$1.47B	928.17x	0.76	United States
SAIL	SAILPOINT INC	NASDAQ	Software - Infrastructure	$12.44B	$21.79	8.62%	-$2.94M	-64.09x	0.11	United States
KSPI	JOINT STOCK CO KASPIKZ	NASDAQ	Software - Infrastructure	$17.43B	$91.74	1.34%	N/A	7.35x	3.53	Kazakhstan
BKKT	BAKKT INC	NYSE	Software - Infrastructure	$228.05M	$5.06	-3.44%	-$29.45M	-0.85x	0.14	United States
FOUR	SHIFT4 PAYMENTS INC	NYSE	Software - Infrastructure	$3.06B	$38.79	-3.44%	$920.30M	61.57x	4.30	United States
PAGS	PAGSEGURO DIGITAL LTD	NYSE	Software - Infrastructure	$3.50B	$11.44	1.42%	$1.91B	7.78x	4.04	Cayman Islands
AISP	AIRSHIP AI HOLDINGS INC	NASDAQ	Software - Infrastructure	$74.39M	$2.16	0.47%	$26.50M	2.67x	-3.06	United States
MOVE	CORVEX INC	NASDAQ	Software - Infrastructure	$233.90M	$8.46	4.83%	-$19.14M	-0.45x	0.05	United States
MBGL	MOBILITY GLOBAL INC	NYSE	Software - Infrastructure	$5.53B	$18.76	-2.70%	N/A	N/A	0.33	United States
CHKP	CHECK POINT SOFTWARE TECHNOLOGIES LTD	NASDAQ	Software - Infrastructure	$16.65B	$159.03	4.64%	$1.02B	16.06x	1.75	Israel
EEFT	EURONET WORLDWIDE INC	NASDAQ	Software - Infrastructure	$2.45B	$65.59	-2.19%	$682.60M	9.00x	4.27	United States
AMBR	AMBER INTERNATIONAL HOLDING LTD	NASDAQ	Software - Infrastructure	$149.90M	$1.59	-0.63%	-$2.05M	N/A	1.90	Singapore
VRSN	VERISIGN INC	NASDAQ	Software - Infrastructure	$26.94B	$300.32	-1.40%	$1.22B	32.26x	-1.56	United States
DOCN	DIGITALOCEAN HOLDINGS INC	NYSE	Software - Infrastructure	$10.96B	$93.22	1.33%	$378.08M	36.99x	2.36	United States
DAVA	ENDAVA PLC	NYSE	Software - Infrastructure	$111.26M	$2.13	-1.84%	N/A	-0.20x	2.12	United Kingdom
PAYP	PAYPAY CORP	NASDAQ	Software - Infrastructure	$10.17B	$15.02	-1.25%	N/A	N/A	12.20
BLSH	BULLISH	NYSE	Software - Infrastructure	$4.28B	$28.21	-3.36%	-$1.32B	-2.92x	0.26	Cayman Islands
OBAI	OUR BOND INC	NASDAQ	Software - Infrastructure	$3.07M	$2.05	-13.50%	-$15.06M	-0.09x	-1.02	United States
FISV	FISERV INC	NASDAQ	Software - Infrastructure	$26.51B	$49.86	-1.89%	$8.14B	9.55x	2.01	United States
IMXI	INTERNATIONAL MONEY EXPRESS INC	NASDAQ	Software - Infrastructure	$280.97M	$9.30	-2.21%	$63.46M	14.76x	1.65	United States
STNE	STONECO LTD	NASDAQ	Software - Infrastructure	$2.91B	$11.48	2.96%	$1.51B	4.34x	5.43	Cayman Islands
TCX	TUCOWS INC	NASDAQ	Software - Infrastructure	$133.96M	$11.98	0.59%	$27.27M	-1.59x	-4.63	Canada
CLBT	CELLEBRITE DI LTD	NASDAQ	Software - Infrastructure	$3.00B	$12.10	2.63%	$78.43M	52.61x	0.85	Israel
AKAM	AKAMAI TECHNOLOGIES INC	NASDAQ	Software - Infrastructure	$13.44B	$93.53	2.63%	$1.26B	32.82x	2.17	United States
LIDR	AEYE INC	NASDAQ	Software - Infrastructure	$46.07M	$0.99	10.48%	-$34.75M	-1.19x	0.12	United States
BNAI	BRAND ENGAGEMENT NETWORK INC	NASDAQ	Software - Infrastructure	$36.24M	$4.84	1.47%	-$7.72M	-2.13x	0.58	United States
KLAR	KLARNA GROUP PLC	NYSE	Software - Infrastructure	$4.84B	$12.81	-3.17%	N/A	N/A	6.25	United Kingdom

Software Infrastructure Stocks FAQ

What are the best software infrastructure stocks to buy right now in Oct 2026?

According to Zen Ratings, our proprietary rating system that evaluates 115 factors proven to drive growth in stocks and assigns each stock in our system an overall letter grade as well as 7 individual Component Grades for Value, Growth, Momentum, Sentiment, Safety, Financials, and proprietary AI algorithms, the 3 best software infrastructure stocks to buy right now are:

1. Netscout Systems (NASDAQ:NTCT)

Netscout Systems (NASDAQ:NTCT) is the #1 top software infrastructure stock out of 170 with a Zen Rating of A. Stocks with a rating of A have had an average return of +28.5% per year. Learn more.

The Component Grade breakdown for Netscout Systems (NASDAQ:NTCT) is: Value: B, Growth: C, Momentum: B, Sentiment: A, Safety: C, Financials: C, and AI: B.

Netscout Systems (NASDAQ:NTCT) has a Due Diligence Score of 64, which is 31 points higher than the software infrastructure industry average of 33.

NTCT passed 20 out of 33 due diligence checks and has strong fundamentals. Netscout Systems has seen its stock return 49.81% over the past year, overperforming other software infrastructure stocks by 149 percentage points.

Netscout Systems has an average 1 year price target of $43.00, an upside of 8.39% from Netscout Systems's current stock price of $39.67.

Netscout Systems stock has a consensus Hold recommendation according to Wall Street analysts. Of the 1 analyst covering Netscout Systems, 0% have issued a Strong Buy rating, 0% have issued a Buy, 100% have issued a hold, while 0% have issued a Sell rating, and 0% have issued a Strong Sell.

2. Yext (NYSE:YEXT)

Yext (NYSE:YEXT) is the #2 top software infrastructure stock out of 170 with a Zen Rating of A. Stocks with a rating of A have had an average return of +28.5% per year. Learn more.

The Component Grade breakdown for Yext (NYSE:YEXT) is: Value: A, Growth: C, Momentum: C, Sentiment: B, Safety: C, Financials: B, and AI: C.

Yext (NYSE:YEXT) has a Due Diligence Score of 44, which is 11 points higher than the software infrastructure industry average of 33.

YEXT passed 15 out of 33 due diligence checks and has strong fundamentals. Yext has seen its stock lose -13.63% over the past year, overperforming other software infrastructure stocks by 85 percentage points.

Yext has an average 1 year price target of $7.00, a downside of -4.76% from Yext's current stock price of $7.35.

Yext stock has a consensus Hold recommendation according to Wall Street analysts. Of the 1 analyst covering Yext, 0% have issued a Strong Buy rating, 0% have issued a Buy, 100% have issued a hold, while 0% have issued a Sell rating, and 0% have issued a Strong Sell.

3. Gigacloud Technology (NASDAQ:GCT)

Gigacloud Technology (NASDAQ:GCT) is the #3 top software infrastructure stock out of 170 with a Zen Rating of A. Stocks with a rating of A have had an average return of +28.5% per year. Learn more.

The Component Grade breakdown for Gigacloud Technology (NASDAQ:GCT) is: Value: B, Growth: C, Momentum: C, Sentiment: B, Safety: C, Financials: B, and AI: C.

Gigacloud Technology (NASDAQ:GCT) has a Due Diligence Score of 60, which is 27 points higher than the software infrastructure industry average of 33.

GCT passed 20 out of 33 due diligence checks and has strong fundamentals. Gigacloud Technology has seen its stock return 109.57% over the past year, overperforming other software infrastructure stocks by 208 percentage points.

What are the software infrastructure stocks with highest dividends?

Out of 12 software infrastructure stocks that have issued dividends in the past year, the 3 software infrastructure stocks with the highest dividend yields are:

1. Joint Stock Co Kaspikz (NASDAQ:KSPI)

Joint Stock Co Kaspikz (NASDAQ:KSPI) has an annual dividend yield of 8.13%, which is 6 percentage points higher than the software infrastructure industry average of 2.21%.

Joint Stock Co Kaspikz's dividend payout ratio of 42.5% indicates that its high dividend yield is sustainable for the long-term.

2. Pagseguro Digital (NYSE:PAGS)

Pagseguro Digital (NYSE:PAGS) has an annual dividend yield of 4.72%, which is 3 percentage points higher than the software infrastructure industry average of 2.21%.

Pagseguro Digital's dividend payout ratio of 34% indicates that its high dividend yield is sustainable for the long-term.

3. Tuya (NYSE:TUYA)

Tuya (NYSE:TUYA) has an annual dividend yield of 3.67%, which is 1 percentage points higher than the software infrastructure industry average of 2.21%.

Tuya's dividend payout ratio of 104.1% indicates that its dividend yield might not be sustainable for the long-term.

Why are software infrastructure stocks up?

Software infrastructure stocks were up 1.89% in the last day, and up 5.79% over the last week. Netskope was the among the top gainers in the software - infrastructure industry, gaining 9.37% yesterday.

Shares of cybersecurity-related companies are trading higher. Industry strength may be due to cybersecurity teams rushing to patch a security flaw in the PHP programming language.

What are the most undervalued software infrastructure stocks?

Based on the Valuation rating, one of the 7 components of a stocks overall Zen Ratings grade, which evaluates factors including estimated earnings yield, earnings before interest and taxes/enterprise value, cash flow yield, free cash flow to price, and price-to-earnings growth (PEG ratio), the 3 most undervalued software infrastructure stocks right now are:

1. Consensus Cloud Solutions (NASDAQ:CCSI)

Consensus Cloud Solutions (NASDAQ:CCSI) is the most undervalued software infrastructure stock based on its Valuation Rating of A. Valuation is one of 7 Component Grades used to calculate the overall Zen Rating.

Consensus Cloud Solutions has a valuation score of 57, which is 30 points higher than the software infrastructure industry average of 27. It passed 4 out of 7 valuation due diligence checks.

Consensus Cloud Solutions's stock has gained 40.39% in the past year. It has overperformed other stocks in the software infrastructure industry by 139 percentage points.

2. Gen Digital (NASDAQ:GEN)

Gen Digital (NASDAQ:GEN) is the second most undervalued software infrastructure stock based on its Valuation Rating of A. Valuation is one of 7 Component Grades used to calculate the overall Zen Rating.

Gen Digital has a valuation score of 57, which is 30 points higher than the software infrastructure industry average of 27. It passed 4 out of 7 valuation due diligence checks.

Gen Digital's stock has dropped -8.5% in the past year. It has overperformed other stocks in the software infrastructure industry by 90 percentage points.

3. Rapid7 (NASDAQ:RPD)

Rapid7 (NASDAQ:RPD) is the third most undervalued software infrastructure stock based on its Valuation Rating of A. Valuation is one of 7 Component Grades used to calculate the overall Zen Rating.

Rapid7 has a valuation score of 43, which is 16 points higher than the software infrastructure industry average of 27. It passed 3 out of 7 valuation due diligence checks.

Rapid7's stock has dropped -21.19% in the past year. It has overperformed other stocks in the software infrastructure industry by 78 percentage points.

Are software infrastructure stocks a good buy now?

42.11% of software infrastructure stocks rated by analysts are a strong buy right now. On average, analysts expect software infrastructure stocks to rise by 14.33% over the next year.

4.62% of software infrastructure stocks have a Zen Rating of A (Strong Buy), 20% of software infrastructure stocks are rated B (Buy), 51.54% are rated C (Hold), 17.69% are rated D (Sell), and 6.15% are rated F (Strong Sell).

What is the average p/e ratio of the software - infrastructure industry?

The average P/E ratio of the software - infrastructure industry is 239.54x.

WallStreetZen does not provide financial advice and does not issue recommendations or offers to buy stock or sell any security.

Information is provided 'as-is' and solely for informational purposes and is not advice. WallStreetZen does not bear any responsibility for any losses or damage that may occur as a result of reliance on this data.