Do analysts recommend DETX or LHSW?

Company Sell Ratings Hold Ratings Buy Ratings Strong Buy Ratings Rating Score Liberty Defense 1 Sell rating(s) 0 Hold rating(s) 0 Buy rating(s) 0 Strong Buy rating(s) 1.00 Lianhe Sowell International Group 1 Sell rating(s) 0 Hold rating(s) 0 Buy rating(s) 0 Strong Buy rating(s) 1.00

Which has higher earnings and valuation, DETX or LHSW?

Lianhe Sowell International Group has higher revenue and earnings than Liberty Defense. Company Gross Revenue Price/Sales Ratio Net Income Earnings Per Share Price/Earnings Ratio Liberty Defense $1.50M 2.89 -$14.13M -$1.81 N/A Lianhe Sowell International Group $43.27M 0.05 -$5.70M N/A N/A

Is DETX or LHSW more profitable?

Company Net Margins Return on Equity Return on Assets Liberty Defense N/A N/A N/A Lianhe Sowell International Group N/A N/A N/A

Does the media refer more to DETX or LHSW?

In the previous week, Lianhe Sowell International Group had 6 more articles in the media than Liberty Defense. MarketBeat recorded 10 mentions for Lianhe Sowell International Group and 4 mentions for Liberty Defense. Liberty Defense's average media sentiment score of 1.08 beat Lianhe Sowell International Group's score of 0.63 indicating that Liberty Defense is being referred to more favorably in the media. Company Very Positive Positive Neutral Negative Very Negative Overall Sentiment Liberty Defense 1 Very Positive mention(s) 0 Positive mention(s) 1 Neutral mention(s) 0 Negative mention(s) 0 Very Negative mention(s) Positive Lianhe Sowell International Group 3 Very Positive mention(s) 1 Positive mention(s) 4 Neutral mention(s) 0 Negative mention(s) 0 Very Negative mention(s) Positive

Do analysts recommend LHSW or SCKT?

Company Sell Ratings Hold Ratings Buy Ratings Strong Buy Ratings Rating Score Lianhe Sowell International Group 1 Sell rating(s) 0 Hold rating(s) 0 Buy rating(s) 0 Strong Buy rating(s) 1.00 Socket Mobile 1 Sell rating(s) 0 Hold rating(s) 0 Buy rating(s) 0 Strong Buy rating(s) 1.00

Which has better valuation and earnings, LHSW or SCKT?

Lianhe Sowell International Group has higher revenue and earnings than Socket Mobile. Company Gross Revenue Price/Sales Ratio Net Income Earnings Per Share Price/Earnings Ratio Lianhe Sowell International Group $43.27M 0.05 -$5.70M N/A N/A Socket Mobile $13.80M 0.29 -$14.38M -$1.85 N/A

Does the media favor LHSW or SCKT?

In the previous week, Lianhe Sowell International Group had 4 more articles in the media than Socket Mobile. MarketBeat recorded 10 mentions for Lianhe Sowell International Group and 6 mentions for Socket Mobile. Lianhe Sowell International Group's average media sentiment score of 0.63 beat Socket Mobile's score of 0.61 indicating that Lianhe Sowell International Group is being referred to more favorably in the media. Company Very Positive Positive Neutral Negative Very Negative Overall Sentiment Lianhe Sowell International Group 3 Very Positive mention(s) 1 Positive mention(s) 4 Neutral mention(s) 0 Negative mention(s) 0 Very Negative mention(s) Positive Socket Mobile 1 Very Positive mention(s) 0 Positive mention(s) 4 Neutral mention(s) 0 Negative mention(s) 0 Very Negative mention(s) Positive

Do analysts recommend IVDA or LHSW?

Company Sell Ratings Hold Ratings Buy Ratings Strong Buy Ratings Rating Score Iveda Solutions 1 Sell rating(s) 0 Hold rating(s) 0 Buy rating(s) 0 Strong Buy rating(s) 1.00 Lianhe Sowell International Group 1 Sell rating(s) 0 Hold rating(s) 0 Buy rating(s) 0 Strong Buy rating(s) 1.00

Which has stronger valuation and earnings, IVDA or LHSW?

Iveda Solutions has higher earnings, but lower revenue than Lianhe Sowell International Group. Company Gross Revenue Price/Sales Ratio Net Income Earnings Per Share Price/Earnings Ratio Iveda Solutions $5.28M 0.72 -$3.20M -$0.54 N/A Lianhe Sowell International Group $43.27M 0.05 -$5.70M N/A N/A

Do analysts rate FCUV or LHSW?

Company Sell Ratings Hold Ratings Buy Ratings Strong Buy Ratings Rating Score Focus Universal 1 Sell rating(s) 0 Hold rating(s) 0 Buy rating(s) 0 Strong Buy rating(s) 1.00 Lianhe Sowell International Group 1 Sell rating(s) 0 Hold rating(s) 0 Buy rating(s) 0 Strong Buy rating(s) 1.00

Which has better earnings and valuation, FCUV or LHSW?

Focus Universal has higher earnings, but lower revenue than Lianhe Sowell International Group. Company Gross Revenue Price/Sales Ratio Net Income Earnings Per Share Price/Earnings Ratio Focus Universal $250K 12.66 -$4.79M -$15.01 N/A Lianhe Sowell International Group $43.27M 0.05 -$5.70M N/A N/A

Do analysts rate LHSW or CETX?

Company Sell Ratings Hold Ratings Buy Ratings Strong Buy Ratings Rating Score Lianhe Sowell International Group 1 Sell rating(s) 0 Hold rating(s) 0 Buy rating(s) 0 Strong Buy rating(s) 1.00 Cemtrex 1 Sell rating(s) 0 Hold rating(s) 0 Buy rating(s) 0 Strong Buy rating(s) 1.00

Which has stronger earnings and valuation, LHSW or CETX?

Lianhe Sowell International Group has higher earnings, but lower revenue than Cemtrex. Company Gross Revenue Price/Sales Ratio Net Income Earnings Per Share Price/Earnings Ratio Lianhe Sowell International Group $43.27M 0.05 -$5.70M N/A N/A Cemtrex $76.49M 0.03 -$28.11M -$81.19 N/A

Lianhe Sowell International Group (LHSW) Competitors

$0.72 -0.04 (-5.65%)

Closing price 04:00 PM Eastern

Extended Trading

$0.69 -0.03 (-4.03%)

As of 05:28 PM Eastern

Compare

LHSW vs. DETX, SCKT, IVDA, FCUV, and CETX

Should you buy Lianhe Sowell International Group stock or one of its competitors? Lianhe Sowell International Group's main competitors and comparable companies include Liberty Defense (DETX), Socket Mobile (SCKT), Iveda Solutions (IVDA), Focus Universal (FCUV), and Cemtrex (CETX). Companies are selected based on similarities in market, industry, and size. These companies are all part of the "electronic equipment & instruments" industry.

How does Lianhe Sowell International Group compare to Liberty Defense?

Liberty Defense (NASDAQ:DETX) and Lianhe Sowell International Group (NASDAQ:LHSW) are both small-cap technology companies, but which is the superior business? We will contrast the two companies based on the strength of their media sentiment, valuation, analyst recommendations, profitability, risk, earnings, dividends and institutional ownership.

Lianhe Sowell International Group has higher revenue and earnings than Liberty Defense.

Company	Gross Revenue	Price/Sales Ratio	Net Income	Earnings Per Share	Price/Earnings Ratio
Liberty Defense	$1.50M	2.89	-$14.13M	-$1.81	N/A
Lianhe Sowell International Group	$43.27M	0.05	-$5.70M	N/A	N/A

Company	Sell Ratings	Hold Ratings	Buy Ratings	Strong Buy Ratings	Rating Score
Liberty Defense	1 Sell rating(s)	0 Hold rating(s)	0 Buy rating(s)	0 Strong Buy rating(s)	1.00
Lianhe Sowell International Group	1 Sell rating(s)	0 Hold rating(s)	0 Buy rating(s)	0 Strong Buy rating(s)	1.00

In the previous week, Lianhe Sowell International Group had 6 more articles in the media than Liberty Defense. MarketBeat recorded 10 mentions for Lianhe Sowell International Group and 4 mentions for Liberty Defense. Liberty Defense's average media sentiment score of 1.08 beat Lianhe Sowell International Group's score of 0.63 indicating that Liberty Defense is being referred to more favorably in the media.

Company	Very Positive	Positive	Neutral	Negative	Very Negative	Overall Sentiment
Liberty Defense	1 Very Positive mention(s)	0 Positive mention(s)	1 Neutral mention(s)	0 Negative mention(s)	0 Very Negative mention(s)	Positive
Lianhe Sowell International Group	3 Very Positive mention(s)	1 Positive mention(s)	4 Neutral mention(s)	0 Negative mention(s)	0 Very Negative mention(s)	Positive

Company	Net Margins	Return on Equity	Return on Assets
Liberty Defense	N/A	N/A	N/A
Lianhe Sowell International Group	N/A	N/A	N/A

Summary

Lianhe Sowell International Group beats Liberty Defense on 3 of the 5 factors compared between the two stocks.

How does Lianhe Sowell International Group compare to Socket Mobile?

Lianhe Sowell International Group (NASDAQ:LHSW) and Socket Mobile (NASDAQ:SCKT) are both small-cap technology companies, but which is the better investment? We will contrast the two companies based on the strength of their analyst recommendations, risk, institutional ownership, dividends, profitability, earnings, valuation and media sentiment.

In the previous week, Lianhe Sowell International Group had 4 more articles in the media than Socket Mobile. MarketBeat recorded 10 mentions for Lianhe Sowell International Group and 6 mentions for Socket Mobile. Lianhe Sowell International Group's average media sentiment score of 0.63 beat Socket Mobile's score of 0.61 indicating that Lianhe Sowell International Group is being referred to more favorably in the media.

Company	Very Positive	Positive	Neutral	Negative	Very Negative	Overall Sentiment
Lianhe Sowell International Group	3 Very Positive mention(s)	1 Positive mention(s)	4 Neutral mention(s)	0 Negative mention(s)	0 Very Negative mention(s)	Positive
Socket Mobile	1 Very Positive mention(s)	0 Positive mention(s)	4 Neutral mention(s)	0 Negative mention(s)	0 Very Negative mention(s)	Positive

Lianhe Sowell International Group has higher revenue and earnings than Socket Mobile.

Company	Gross Revenue	Price/Sales Ratio	Net Income	Earnings Per Share	Price/Earnings Ratio
Lianhe Sowell International Group	$43.27M	0.05	-$5.70M	N/A	N/A
Socket Mobile	$13.80M	0.29	-$14.38M	-$1.85	N/A

Lianhe Sowell International Group has a net margin of 0.00% compared to Socket Mobile's net margin of -107.50%. Lianhe Sowell International Group's return on equity of 0.00% beat Socket Mobile's return on equity.

Company	Net Margins	Return on Equity	Return on Assets
Lianhe Sowell International Group	N/A	N/A	N/A
Socket Mobile	-107.50%	-229.41%	-89.45%

Lianhe Sowell International Group has a beta of 3.81, suggesting that its share price is 281% more volatile than the broader market. Comparatively, Socket Mobile has a beta of 1.36, suggesting that its share price is 36% more volatile than the broader market.

3.8% of Socket Mobile shares are owned by institutional investors. 54.8% of Socket Mobile shares are owned by insiders. Strong institutional ownership is an indication that endowments, large money managers and hedge funds believe a company will outperform the market over the long term.

Company	Sell Ratings	Hold Ratings	Buy Ratings	Strong Buy Ratings	Rating Score
Lianhe Sowell International Group	1 Sell rating(s)	0 Hold rating(s)	0 Buy rating(s)	0 Strong Buy rating(s)	1.00
Socket Mobile	1 Sell rating(s)	0 Hold rating(s)	0 Buy rating(s)	0 Strong Buy rating(s)	1.00

Summary

Lianhe Sowell International Group beats Socket Mobile on 8 of the 11 factors compared between the two stocks.

How does Lianhe Sowell International Group compare to Iveda Solutions?

Iveda Solutions (NASDAQ:IVDA) and Lianhe Sowell International Group (NASDAQ:LHSW) are both small-cap technology companies, but which is the superior stock? We will compare the two businesses based on the strength of their profitability, institutional ownership, risk, valuation, media sentiment, analyst recommendations, dividends and earnings.

In the previous week, Lianhe Sowell International Group had 9 more articles in the media than Iveda Solutions. MarketBeat recorded 10 mentions for Lianhe Sowell International Group and 1 mentions for Iveda Solutions. Iveda Solutions' average media sentiment score of 1.09 beat Lianhe Sowell International Group's score of 0.63 indicating that Iveda Solutions is being referred to more favorably in the media.

Company	Overall Sentiment
Iveda Solutions	Positive
Lianhe Sowell International Group	Positive

Iveda Solutions has a beta of 1.01, indicating that its share price is 1% more volatile than the broader market. Comparatively, Lianhe Sowell International Group has a beta of 3.81, indicating that its share price is 281% more volatile than the broader market.

Lianhe Sowell International Group has a net margin of 0.00% compared to Iveda Solutions' net margin of -69.24%. Lianhe Sowell International Group's return on equity of 0.00% beat Iveda Solutions' return on equity.

Company	Net Margins	Return on Equity	Return on Assets
Iveda Solutions	-69.24%	-63.92%	-46.83%
Lianhe Sowell International Group	N/A	N/A	N/A

Company	Sell Ratings	Hold Ratings	Buy Ratings	Strong Buy Ratings	Rating Score
Iveda Solutions	1 Sell rating(s)	0 Hold rating(s)	0 Buy rating(s)	0 Strong Buy rating(s)	1.00
Lianhe Sowell International Group	1 Sell rating(s)	0 Hold rating(s)	0 Buy rating(s)	0 Strong Buy rating(s)	1.00

Iveda Solutions has higher earnings, but lower revenue than Lianhe Sowell International Group.

Company	Gross Revenue	Price/Sales Ratio	Net Income	Earnings Per Share	Price/Earnings Ratio
Iveda Solutions	$5.28M	0.72	-$3.20M	-$0.54	N/A
Lianhe Sowell International Group	$43.27M	0.05	-$5.70M	N/A	N/A

4.3% of Iveda Solutions shares are held by institutional investors. 5.1% of Iveda Solutions shares are held by insiders. Strong institutional ownership is an indication that large money managers, endowments and hedge funds believe a company will outperform the market over the long term.

Summary

Lianhe Sowell International Group beats Iveda Solutions on 6 of the 11 factors compared between the two stocks.

How does Lianhe Sowell International Group compare to Focus Universal?

Focus Universal (NASDAQ:FCUV) and Lianhe Sowell International Group (NASDAQ:LHSW) are both small-cap technology companies, but which is the better stock? We will compare the two companies based on the strength of their risk, profitability, earnings, institutional ownership, analyst recommendations, valuation, dividends and media sentiment.

Focus Universal has a beta of -0.65, suggesting that its stock price is 165% less volatile than the broader market. Comparatively, Lianhe Sowell International Group has a beta of 3.81, suggesting that its stock price is 281% more volatile than the broader market.

In the previous week, Lianhe Sowell International Group had 8 more articles in the media than Focus Universal. MarketBeat recorded 10 mentions for Lianhe Sowell International Group and 2 mentions for Focus Universal. Lianhe Sowell International Group's average media sentiment score of 0.63 beat Focus Universal's score of 0.41 indicating that Lianhe Sowell International Group is being referred to more favorably in the news media.

Company	Overall Sentiment
Focus Universal	Neutral
Lianhe Sowell International Group	Positive

Focus Universal has higher earnings, but lower revenue than Lianhe Sowell International Group.

Company	Gross Revenue	Price/Sales Ratio	Net Income	Earnings Per Share	Price/Earnings Ratio
Focus Universal	$250K	12.66	-$4.79M	-$15.01	N/A
Lianhe Sowell International Group	$43.27M	0.05	-$5.70M	N/A	N/A

Company	Sell Ratings	Hold Ratings	Buy Ratings	Strong Buy Ratings	Rating Score
Focus Universal	1 Sell rating(s)	0 Hold rating(s)	0 Buy rating(s)	0 Strong Buy rating(s)	1.00
Lianhe Sowell International Group	1 Sell rating(s)	0 Hold rating(s)	0 Buy rating(s)	0 Strong Buy rating(s)	1.00

Lianhe Sowell International Group has a net margin of 0.00% compared to Focus Universal's net margin of -637.15%. Lianhe Sowell International Group's return on equity of 0.00% beat Focus Universal's return on equity.

Company	Net Margins	Return on Equity	Return on Assets
Focus Universal	-637.15%	-151.07%	-51.03%
Lianhe Sowell International Group	N/A	N/A	N/A

4.4% of Focus Universal shares are owned by institutional investors. 22.8% of Focus Universal shares are owned by company insiders. Strong institutional ownership is an indication that large money managers, hedge funds and endowments believe a stock will outperform the market over the long term.

Summary

Lianhe Sowell International Group beats Focus Universal on 7 of the 11 factors compared between the two stocks.

How does Lianhe Sowell International Group compare to Cemtrex?

Lianhe Sowell International Group (NASDAQ:LHSW) and Cemtrex (NASDAQ:CETX) are both small-cap technology companies, but which is the superior business? We will contrast the two companies based on the strength of their profitability, dividends, analyst recommendations, earnings, risk, valuation, institutional ownership and media sentiment.

Lianhe Sowell International Group has higher earnings, but lower revenue than Cemtrex.

Company	Gross Revenue	Price/Sales Ratio	Net Income	Earnings Per Share	Price/Earnings Ratio
Lianhe Sowell International Group	$43.27M	0.05	-$5.70M	N/A	N/A
Cemtrex	$76.49M	0.03	-$28.11M	-$81.19	N/A

Lianhe Sowell International Group has a beta of 3.81, meaning that its share price is 281% more volatile than the broader market. Comparatively, Cemtrex has a beta of 2.12, meaning that its share price is 112% more volatile than the broader market.

2.0% of Cemtrex shares are held by institutional investors. Strong institutional ownership is an indication that endowments, large money managers and hedge funds believe a stock will outperform the market over the long term.

In the previous week, Lianhe Sowell International Group had 9 more articles in the media than Cemtrex. MarketBeat recorded 10 mentions for Lianhe Sowell International Group and 1 mentions for Cemtrex. Lianhe Sowell International Group's average media sentiment score of 0.63 beat Cemtrex's score of 0.60 indicating that Lianhe Sowell International Group is being referred to more favorably in the media.

Company	Overall Sentiment
Lianhe Sowell International Group	Positive
Cemtrex	Positive

Lianhe Sowell International Group has a net margin of 0.00% compared to Cemtrex's net margin of -38.59%. Lianhe Sowell International Group's return on equity of 0.00% beat Cemtrex's return on equity.

Company	Net Margins	Return on Equity	Return on Assets
Lianhe Sowell International Group	N/A	N/A	N/A
Cemtrex	-38.59%	-129.15%	-45.98%

Company	Sell Ratings	Hold Ratings	Buy Ratings	Strong Buy Ratings	Rating Score
Lianhe Sowell International Group	1 Sell rating(s)	0 Hold rating(s)	0 Buy rating(s)	0 Strong Buy rating(s)	1.00
Cemtrex	1 Sell rating(s)	0 Hold rating(s)	0 Buy rating(s)	0 Strong Buy rating(s)	1.00

Summary

Lianhe Sowell International Group beats Cemtrex on 8 of the 10 factors compared between the two stocks.

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New MarketBeat Followers Over Time

This chart shows the number of new MarketBeat users adding LHSW and its top 5 competitors to their watchlist. Each company is represented with a line over a 90 day period.

Media Sentiment Over Time

This chart shows the average media sentiment of NASDAQ and its competitors over the past 90 days as caculated by MarketBeat. The averaged score is equivalent to the following: Very Negative Sentiment <= -1.5, Negative Sentiment > -1.5 and <= -0.5, Neutral Sentiment > -0.5 and < 0.5, Positive Sentiment >= 0.5 and < 1.5, and Very Positive Sentiment >= 1.5.

LHSW vs. The Competition

Export

Metric	Lianhe Sowell International Group	Electronic Equipment, Instruments & Components Industry	Technology Sector	NASDAQ Exchange
Market Cap	$2.34M	$9.03B	$31.09B	$13.16B
Dividend Yield	N/A	2.24%	2.74%	12.57%
P/E Ratio	N/A	26.48	79.13	25.77
Price / Sales	0.05	41.19	589.52	110.43
Price / Cash	N/A	31.59	49.70	52.76
Price / Book	0.17	4.69	7.93	6.30
Net Income	-$5.70M	$202.37M	$702.31M	$359.77M
7 Day Performance	67.40%	1.73%	1.11%	-0.16%
1 Month Performance	-80.90%	-2.43%	-1.90%	-4.06%
1 Year Performance	-97.95%	812.13%	178.60%	6.10%

Lianhe Sowell International Group Competitors List

Export

Company	MarketRank	Share Price	Analysts' Price Target	1Y Price Performance	Market Cap	Revenue	P/E Ratio	Employee Count	Indicator(s)
LHSW Lianhe Sowell International Group	0.5288 of 5 stars	$0.72 -5.6%	N/A	-98.0%	$2.34M	$43.27M	N/A	55	Short Interest Increase Gap Down
DETX Liberty Defense	1.0083 of 5 stars	$2.17 -5.7%	N/A	N/A	$4.31M	$1.50M	N/A	27	News Coverage Positive News Short Interest Decrease
SCKT Socket Mobile	1.2861 of 5 stars	$0.52 +0.8%	N/A	-53.3%	$4.28M	$15.08M	N/A	53	News Coverage Positive News Gap Up
IVDA Iveda Solutions	0.3664 of 5 stars	$0.32 +7.3%	N/A	-77.6%	$4.01M	$5.28M	N/A	32	Positive News
FCUV Focus Universal	0.4385 of 5 stars	$5.11 -3.2%	N/A	-95.9%	$3.59M	$250K	N/A	37	Positive News Short Interest Increase

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This page (NASDAQ:LHSW) was last updated on 9/25/2026 by MarketBeat.com Staff.

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Lianhe Sowell International Group (LHSW) Competitors

LHSW vs. DETX, SCKT, IVDA, FCUV, and CETX

How does Lianhe Sowell International Group compare to Liberty Defense?

Summary

How does Lianhe Sowell International Group compare to Socket Mobile?

Summary

How does Lianhe Sowell International Group compare to Iveda Solutions?

Summary

How does Lianhe Sowell International Group compare to Focus Universal?

Summary

How does Lianhe Sowell International Group compare to Cemtrex?

Summary

New MarketBeat Followers Over Time

Media Sentiment Over Time

LHSW vs. The Competition

Lianhe Sowell International Group Competitors List

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Stock Ideas and Recommendations

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Lianhe Sowell International Group (LHSW) Competitors

LHSW vs. DETX, SCKT, IVDA, FCUV, and CETX

How does Lianhe Sowell International Group compare to Liberty Defense?

Which has higher earnings and valuation, DETX or LHSW?

Do analysts recommend DETX or LHSW?

Does the media refer more to DETX or LHSW?

Is DETX or LHSW more profitable?

Summary

How does Lianhe Sowell International Group compare to Socket Mobile?

Does the media favor LHSW or SCKT?

Which has better valuation and earnings, LHSW or SCKT?

Is LHSW or SCKT more profitable?

Which has more risk & volatility, LHSW or SCKT?

Do insiders & institutionals have more ownership in LHSW or SCKT?

Do analysts recommend LHSW or SCKT?

Summary

How does Lianhe Sowell International Group compare to Iveda Solutions?

Does the media refer more to IVDA or LHSW?

Which has more volatility & risk, IVDA or LHSW?

Is IVDA or LHSW more profitable?

Do analysts recommend IVDA or LHSW?

Which has stronger valuation and earnings, IVDA or LHSW?

Do insiders and institutionals believe in IVDA or LHSW?

Summary

How does Lianhe Sowell International Group compare to Focus Universal?

Which has more volatility & risk, FCUV or LHSW?

Does the media refer more to FCUV or LHSW?

Which has better earnings and valuation, FCUV or LHSW?

Do analysts rate FCUV or LHSW?

Is FCUV or LHSW more profitable?

Do insiders & institutionals believe in FCUV or LHSW?

Summary

How does Lianhe Sowell International Group compare to Cemtrex?

Which has stronger earnings and valuation, LHSW or CETX?

Which has more volatility and risk, LHSW or CETX?

Do insiders and institutionals hold more shares of LHSW or CETX?

Does the media favor LHSW or CETX?

Is LHSW or CETX more profitable?

Do analysts rate LHSW or CETX?

Summary

New MarketBeat Followers Over Time

Media Sentiment Over Time

LHSW vs. The Competition

Lianhe Sowell International Group Competitors List

Related Companies and Tools

MarketBeat All Access Features

Best-in-Class Portfolio Monitoring

Stock Ideas and Recommendations

Advanced Stock Screeners and Research Tools