Perfect Corp. (PERF)
New Taipei City, TW
Perfect Corp., established in New Taipei City, Taiwan, in 2015, delivers Software as a Service (SaaS) solutions that integrate artificial intelligence (AI) and augmented reality (AR) for the beauty and fashion industries. Its comprehensive suite of business offerings includes a wide array of virtual try-on experiences, leveraging AR for makeup, hairstyles, watches, rings, bracelets, and earrings. AI-powered virtual try-ons extend to hair color, beard styles and dye, hats, headbands, glasses, and nails, complemented by in-store barcode try-on solutions. Beyond try-ons, the company provides advanced AI tools such as foundation shade matching, skin analysis, face analysis, face reshape simulation, virtual background changing, YouCam tutorials, and AI personality finding. Additionally, Perfect Corp. develops popular consumer mobile applications, including YouCam Makeup, YouCam Perfect, YouCam Video, YouCam Cut, YouCam Nails, and YouCam Fun.
No mergers or acquisitions recorded for this company.
| Indicator | 1D | 1W | 2W | 3W | 1M |
|---|
Day Score & sub-scores
Statistical fingerprint & regime detail
Conditional historical analysis
Customize analysis (advanced)
| 1D | 5D | 1M | 3M | 6M | YTD | 1Y | 3Y | 5Y | 10Y | Max |
|---|---|---|---|---|---|---|---|---|---|---|
| +2.37% | +1.76% | +4.22% | +28.15% | -3.35% | -4.42% | -4.42% | -66.14% | -82.13% | -82.88% | -82.88% |
Revenue flow
Revenue by geography
Revenue by segment
Revenue composition
By product
By geography
Income Statement
Balance Sheet
Cash Flow Statement
Key Metrics
Financial Ratios
Employees
Financial Growth (CAGR)
Market Data
DCF figures are point estimates: small changes in growth or discount-rate assumptions move them materially. Read them as a reference, not a precise target.
| Rating | 2026-05 | Change |
|---|---|---|
| Strong Buy | 0 | 0 |
| Buy | 0 | -1 |
| Hold | 3 | 0 |
| Sell | 0 | 0 |
| Strong Sell | 0 | 0 |
| Period | # Analysts | Avg Target |
|---|---|---|
| Last Month | — | — |
| Last Quarter | — | — |
| Last Year | — | — |
| All Time | 1 |
7.00
+264.6%
|
-
Revenue growth Software - Application: +13.0%+14.9% ★ Q1'26: +12.0% (vs Q1'25)
-
EPS growth Software - Application: +28.6%+0.0% Q1'26: +0.0% (vs Q1'25)
-
FCF margin FCF growth · Software - Application: +45.3%+15.9% ★ Q1'26: +23.3% (vs Q1'25)
-
EBIT margin Software - Application: +9.4%+8.3% Q1'26: +15.8% (vs Q1'25)
-
ROIC Software - Application: +7.5%— Q1'26: -184.8% (vs Q1'25)
-
Share dilution Software - Application: +0.0%-7.5% ★ Q1'26: +2.6% (vs Q1'25)
-
Debt / EBITDA Net debt/EBITDA · Software - Application: -1.16×0.10× ★ Q1'26: 0.04× (vs Q1'25)
* These projections are based on analyst consensus estimates and user-defined valuation multiples. This table is for informational purposes only and does not constitute a recommendation to buy or sell any security. Past performance is not indicative of future results.
| Metric |
Dec 2022 actual |
Dec 2023 actual |
Dec 2024 actual |
Dec 2025 actual |
Dec 2026 4 Rev. Ana. 3 EPS Ana. |
Dec 2027 4 Rev. Ana. 3 EPS Ana. |
Dec 2028 1 Rev. Ana. 1 EPS Ana. |
|---|---|---|---|---|---|---|---|
| Revenue |
47.30M
est: 51.89M (-8.8%)
|
53.51M
est: 56.87M (-5.9%)
|
60.20M
est: 60.71M (-0.8%)
|
69.15M
est: 68.84M (+0.5%)
|
76.20M
75.71M – 76.80M
+10.7% YoY
|
83.43M
81.90M – 85.41M
+9.5% YoY
|
88.50M
86.88M – 90.20M
+6.1% YoY
|
| EBITDA |
-160.68M
est: -21.53M (-646.3%)
|
6.26M
est: -20.69M (+130.3%)
|
-2.05M
est: -22.09M (+90.7%)
|
6.77M
est: -25.04M (+127.0%)
|
-27.72M
-27.94M – -27.54M
-10.7% YoY
|
-30.35M
-31.07M – -29.80M
-9.5% YoY
|
-32.20M
-32.82M – -31.61M
-6.1% YoY
|
| EBIT |
-161.44M
est: -21.98M (-634.6%)
|
5.55M
est: -21.16M (+126.2%)
|
-2.84M
est: -22.59M (+87.4%)
|
5.75M
est: -25.61M (+122.5%)
|
-28.35M
-28.58M – -28.17M
-10.7% YoY
|
-31.04M
-31.78M – -30.47M
-9.5% YoY
|
-32.93M
-33.56M – -32.33M
-6.1% YoY
|
| Net Income |
-161.74M
est: 7.03M (-2,401.0%)
|
5.42M
est: 5.35M (+1.3%)
|
5.02M
est: 6.13M (-18.1%)
|
4.64M
est: 5.57M (-16.7%)
|
6.18M
5.40M – 6.95M
+10.8% YoY
|
6.43M
5.63M – 7.23M
+4.1% YoY
|
2.79M
2.72M – 2.86M
-56.7% YoY
|
| SGA |
100.76M
est: 50.73M (+98.6%)
|
37.31M
est: 53.75M (-30.6%)
|
36.71M
est: 57.38M (-36.0%)
|
37.81M
est: 65.06M (-41.9%)
|
72.02M
71.55M – 72.59M
+10.7% YoY
|
78.85M
77.41M – 80.72M
+9.5% YoY
|
83.64M
82.11M – 85.25M
+6.1% YoY
|
| EPS |
-1.37
est: 0.07 (-2,057.1%)
|
0.05
est: 0.06 (-13.1%)
|
0.05
est: 0.07 (-26.2%)
|
0.05
est: 0.06 (-16.7%)
|
0.07
0.06 – 0.07
+10.8% YoY
|
0.07
0.06 – 0.08
+4.1% YoY
|
0.03
0.03 – 0.03
-56.7% YoY
|
| Date | Rating | Overall | DCF | ROE | ROA | D/E | P/E | P/B |
|---|---|---|---|---|---|---|---|---|
| 2026-05-28 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-27 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-26 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-22 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-21 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-20 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-19 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-18 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-15 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-14 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-13 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-12 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-11 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-08 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-07 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-06 | A- | 4/5 | 5/5 | 3/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-05 | A- | 4/5 | 5/5 | 2/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-04 | A- | 4/5 | 5/5 | 2/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-05-01 | A- | 4/5 | 5/5 | 2/5 | 3/5 | 4/5 | 2/5 | 5/5 |
| 2026-04-30 | A- | 4/5 | 5/5 | 2/5 | 3/5 | 4/5 | 2/5 | 5/5 |
| 2026-04-29 | A- | 4/5 | 5/5 | 2/5 | 3/5 | 4/5 | 2/5 | 4/5 |
| 2026-04-28 | A | 4/5 | 5/5 | 2/5 | 3/5 | 4/5 | 4/5 | 5/5 |
| 2026-04-27 | A | 4/5 | 5/5 | 2/5 | 3/5 | 3/5 | 4/5 | 5/5 |
| 2026-04-24 | A | 4/5 | 5/5 | 2/5 | 3/5 | 3/5 | 4/5 | 5/5 |
| 2026-04-23 | A | 4/5 | 5/5 | 2/5 | 3/5 | 3/5 | 4/5 | 5/5 |
| 2026-04-22 | A | 4/5 | 5/5 | 2/5 | 3/5 | 3/5 | 4/5 | 5/5 |
| 2026-04-21 | A | 4/5 | 5/5 | 2/5 | 3/5 | 3/5 | 4/5 | 5/5 |
| 2026-04-20 | A | 4/5 | 5/5 | 2/5 | 3/5 | 3/5 | 4/5 | 5/5 |
| 2026-04-17 | A | 4/5 | 5/5 | 2/5 | 3/5 | 3/5 | 4/5 | 5/5 |
| 2026-04-16 | A | 4/5 | 5/5 | 2/5 | 3/5 | 3/5 | 4/5 | 5/5 |
Owner Earnings
Ownership Overview
| # | Reporting person | Amount owned | % of class | Sole voting | Shared voting | Sole dispositive | Shared dispositive | Type | Citizenship | Filing date | SEC filing |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Alice H. Chang | 16.79M | 62.30% | 16.79M | — | 16.79M | — | IN | Republic of China | 2023-02-10 | ↗ |
| 2 | Provident Acquisition Holdings Ltd. | 14.49M | 11.50% | 14.49M | — | 14.49M | 10.00 | CO | Cayman Islands | 2022-11-07 | ↗ |
| 3 | (a) ¨ | 10.89M | 10.70% | — | 10.89M | — | 10.89M | CO | Cayman Islands | 2023-02-07 | ↗ |
| 4 | GOLDEN EDGE CO., LTD. | 10.62M | 9.00% | 10.62M | — | 10.62M | — | CO | Republic of China | 2023-02-10 | ↗ |
| 5 | GOLDMAN SACHS & CO. LLC | 8.80M | 8.40% | — | — | 8.80M | 8.80M | BD, IA, OO | — | 2023-02-10 | ↗ |
| 6 | THE GOLDMAN SACHS GROUP, INC. | 8.80M | 8.40% | — | — | 8.80M | 8.80M | HC, CO | — | 2023-02-10 | ↗ |
| 7 | GOLDMAN SACHS ASIA STRATEGIC II PTE. LTD. | 6.45M | 6.40% | — | 6.45M | — | 6.45M | CO | — | 2023-02-10 | ↗ |
| 8 | S Wei Zhou | 5.73M | 5.64% | 5.73M | 5.73M | 5.73M | 5.73M | IN | People’s Republic of China | 2023-02-14 | ↗ |
| 9 | DVDonet.com. Inc. | 4.67M | 3.90% | 4.67M | — | 4.67M | — | CO | Republic of China | 2023-02-10 | ↗ |
| 10 | Yi-Chen Huang | 4.57M | 5.40% | 4.57M | — | 4.57M | — | IN | Republic of China | 2024-02-02 | ↗ |
| 11 | Ideal Max Management Limited | 4.33M | 5.10% | 4.33M | — | 4.33M | — | CO | Republic of China | 2024-02-02 | ↗ |
| 12 | Perfect AA Corp. | 4.32M | 5.10% | — | 4.32M | — | 4.32M | CO | British Virgin Islands | 2024-02-02 | ↗ |
| 13 | I”) | 3.22M | 3.17% | 3.22M | 3.22M | 3.22M | 3.22M | PN | Cayman Islands | 2023-02-14 | ↗ |
| 14 | S CCV Fund I GP Limited | 3.22M | 3.17% | 3.22M | 3.22M | 3.22M | 3.22M | OO | Cayman Islands | 2023-02-14 | ↗ |
| 15 | Aventis Star Investments Limited | 3.00M | 2.50% | 3.00M | — | 3.00M | 10.00 | CO | British Virgin Islands | 2022-11-07 | ↗ |
| 16 | S Ningbo CCV Private Equity Investment Management L.P. | 2.50M | 2.47% | 2.50M | 2.50M | 2.50M | 2.50M | OO | People’s Republic of China | 2023-02-14 | ↗ |
| 17 | S Ningbo New Summit Private Equity Fund I L.P. (“Ningbo New Summit”) | 2.50M | 2.47% | 2.50M | 2.50M | 2.50M | 2.50M | PN | People’s Republic of China | 2023-02-14 | ↗ |
| 18 | STONEBRIDGE 2020, L.P. | 1.06M | 1.00% | — | 1.06M | — | 1.06M | PN | — | 2023-02-10 | ↗ |
| 19 | STONEBRIDGE 2020 OFFSHORE HOLDINGS II, L.P. | 554.3K | 0.50% | — | 554.3K | — | 554.3K | PN | — | 2023-02-10 | ↗ |
| 20 | World Speed Company Limited | 523.0K | 0.40% | 523.0K | — | 523.0K | — | CO | Republic of China | 2023-02-10 | ↗ |
Institutional Activity (13F)
| # | Investor | Shares / Δ | Mkt value / Δ | Own% / Δ | Weight% / Δ | Avg px / Perf. | Hold / Status |
|---|---|---|---|---|---|---|---|
| 1 | GOLDMAN SACHS GROUP INC | 3.94M +464.7K (+13.4%) | 7.13M +597.9K (+9.2%) | 3.95% +0.466 pp | 0.00% +0.000 pp | USD6.29 -71.2% | 13 qtrs — |
| 2 | OASIS MANAGEMENT CO LTD. | 2.20M +— (+0.0%) | 3.98M -154.0K (-3.7%) | 2.21% +0.000 pp | 0.26% -0.141 pp | USD2.28 -20.6% | 3 qtrs — |
| 3 | NANTAHALA CAPITAL MANAGEMENT, LLC | 583.9K +— (+0.0%) | 1.06M -40.9K (-3.7%) | 0.59% +0.000 pp | 0.03% -0.003 pp | USD2.38 -23.9% | 8 qtrs — |
| 4 | DV EQUITIES, LLC | 221.00 +221.0 (+100.0%) | 400.0K +400.0K (+100.0%) | 0.00% +0.000 pp | 0.00% +0.000 pp | USD1.81 +0.0% | 1 qtrs NEW |
| 5 | MORGAN STANLEY | 145.0K -3.0K (-2.0%) | 262.4K -15.8K (-5.7%) | 0.15% -0.003 pp | 0.00% +0.000 pp | USD2.30 -21.3% | 13 qtrs — |
| 6 | ACADIAN ASSET MANAGEMENT LLC | 128.5K +75.4K (+141.8%) | 231.0K +132.0K (+133.3%) | 0.13% +0.076 pp | 0.00% +0.000 pp | USD1.95 -7.2% | 3 qtrs — |
| 7 | GSA CAPITAL PARTNERS LLP | 65.3K +3.0K (+4.8%) | 118.0K +1.0K (+0.9%) | 0.07% +0.003 pp | 0.01% +0.000 pp | USD1.87 -3.2% | 4 qtrs — |
| 8 | MILLENNIUM MANAGEMENT LLC | 59.1K +59.1K (+100.0%) | 106.9K +106.9K (+100.0%) | 0.06% +0.059 pp | 0.00% +0.000 pp | USD1.81 +0.0% | 5 qtrs — |
| 9 | BNP PARIBAS ARBITRAGE, SNC | 56.3K +21.7K (+62.7%) | 101.9K +36.9K (+56.7%) | 0.06% +0.022 pp | 0.00% +0.000 pp | USD1.95 -7.2% | 3 qtrs — |
| 10 | DIMENSIONAL FUND ADVISORS LP | 45.7K +5.3K (+13.0%) | 82.5K +6.3K (+8.3%) | 0.05% +0.005 pp | 0.00% +0.000 pp | USD2.10 -13.8% | 3 qtrs — |
| 11 | XTX TOPCO LTD | 41.9K -17.7K (-29.7%) | 75.9K -36.3K (-32.4%) | 0.04% -0.018 pp | 0.00% -0.004 pp | USD1.88 -3.7% | 2 qtrs — |
| 12 | CITADEL ADVISORS LLC | 40.8K +40.8K (+100.0%) | 73.8K +73.8K (+100.0%) | 0.04% +0.041 pp | 0.00% +0.000 pp | USD1.81 +0.0% | 3 qtrs — |
| 13 | MARSHALL WACE, LLP | 37.7K +3.2K (+9.2%) | 68.3K +3.4K (+5.2%) | 0.04% +0.003 pp | 0.00% +0.000 pp | USD1.86 -2.7% | 4 qtrs — |
| 14 | SQUAREPOINT OPS LLC | 11.5K +11.5K (+100.0%) | 20.7K +20.7K (+100.0%) | 0.01% +0.012 pp | 0.00% +0.000 pp | USD1.81 +0.0% | 1 qtrs NEW |
| 15 | COLONY GROUP, LLC | 11.4K +— (+0.0%) | 20.6K -796.0 (-3.7%) | 0.01% +0.000 pp | 0.00% +0.000 pp | USD1.92 -5.7% | 6 qtrs — |
| 16 | JONES FINANCIAL COMPANIES LLLP | 4.7K +2.0K (+71.9%) | 8.5K +3.4K (+65.5%) | 0.00% +0.002 pp | 0.00% +0.000 pp | USD1.85 -2.2% | 2 qtrs — |
| 17 | UBS GROUP AG | 3.1K +3.1K (+100.0%) | 5.6K +5.6K (+100.0%) | 0.00% +0.003 pp | 0.00% +0.000 pp | USD1.81 +0.0% | 13 qtrs — |
| 18 | ADVISOR GROUP HOLDINGS, INC. | 938.00 -1.8K (-66.0%) | 1.7K -3.9K (-69.9%) | 0.00% -0.002 pp | 0.00% +0.000 pp | USD1.87 -3.2% | 4 qtrs — |
| 19 | SBI SECURITIES CO., LTD. | 54.00 +28.0 (+107.7%) | 98.00 +49.0 (+100.0%) | 0.00% +0.000 pp | 0.00% +0.000 pp | USD2.02 -10.4% | 5 qtrs — |
| 20 | TWO SIGMA SECURITIES, LLC | — -11.5K (-100.0%) | — -21.7K (-100.0%) | 0.00% -0.012 pp | 0.00% -0.003 pp | USD— | 2 qtrs SOLD |
| 21 | RENAISSANCE TECHNOLOGIES LLC | — -203.7K (-100.0%) | — -382.9K (-100.0%) | 0.00% -0.204 pp | 0.00% -0.001 pp | USD— | 9 qtrs SOLD |
ETF Ownership
This company is not held by any ETF in our universe.
Insider Activity
| Date | Person | Role | Transaction | A/D | Security | Shares | Price | Value | Owned after | D/I | Filing |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-03-10 | Tsen Wei-Hsin | Officer | — | — | Class A Ordinary Shares | 0 | 0.00 | — | 762,330 | D | ↗ |
| 2026-03-10 | Tsao Philip | Director | — | — | Stock options | 26,556 | 3.95 | 104.9K | 0 | D | ↗ |
| 2026-03-10 | Liu Weichuan | Officer | — | — | Class A Ordinary Shares | 0 | 0.00 | — | 353,471 | D | ↗ |
| 2026-03-10 | Lee Meng-Shiou | — | — | — | — | 0 | 0.00 | — | 0 | — | ↗ |
| 2026-03-10 | Jih Chung-Hui | — | — | — | — | 0 | 0.00 | — | 0 | — | ↗ |
| 2026-03-10 | Huang Jau-Hsiung | Director | — | — | Class A Ordinary Shares | 0 | 0.00 | — | 148,274 | D | ↗ |
| 2026-03-10 | Chen Hsiao-Chuan | Officer | — | — | Stock options | 21,250 | 4.93 | 104.8K | 0 | D | ↗ |
| 2026-03-10 | Chang Alice Hua-Jen | Officer | — | — | Stock Options | 194,750 | 4.93 | 960.1K | 0 | D | ↗ |
| 2026-03-10 | CHEN PIN-JEN | Officer | — | — | Stock options | 35,000 | 1.84 | 64.4K | 0 | D | ↗ |
| 2026-03-10 | AW MICHAEL SOON BENG | — | — | — | — | 0 | 0.00 | — | 0 | — | ↗ |
| 2017-10-11 | KATZ MICHAEL W | Director / Officer | D-Return | D | Stock Option (Right to Buy) | 100,000 | 5.60 | 560.0K | 0 | — | ↗ |
| 2017-04-28 | Nofi Michael | Officer | — | — | — | 0 | 0.00 | — | 0 | — | ↗ |
| 2016-04-20 | ANGEL JOSHUA J | Director | A-Award | A | Stock Option (Right to Buy) | 10,000 | 2.86 | 28.6K | 10,000 | — | ↗ |
| 2015-01-25 | KATZ MICHAEL W | Director / Officer | A-Award | A | Stock Option (Right to Buy) | 100,000 | 5.60 | 560.0K | 100,000 | — | ↗ |
| 2014-12-10 | Mitzman Robert | Director | A-Award | A | Stock Option (Right to Buy) | 5,000 | 5.90 | 29.5K | 5,000 | — | ↗ |
| 2013-12-11 | Mitzman Robert | Director | A-Award | A | Stock Option (Right to Buy) | 5,000 | 4.75 | 23.8K | 5,000 | — | ↗ |
| 2013-01-10 | Mitzman Robert | Director | A-Award | A | Stock Option (Right to Buy) | 5,000 | 5.98 | 29.9K | 5,000 | — | ↗ |
| 2012-12-31 | KATZ MICHAEL W | Director / Officer | P-Purchase | A | Common Stock | 1,527 | 4.82 | 7.4K | 9,127 | — | ↗ |
| 2012-12-13 | KATZ MICHAEL W | Director / Officer | P-Purchase | A | Common Stock | 1,800 | 4.80 | 8.6K | 5,800 | — | ↗ |
| 2012-12-12 | KATZ MICHAEL W | Director / Officer | P-Purchase | A | Common Stock | 2,000 | 4.85 | 9.7K | 4,000 | — | ↗ |
| 2012-04-18 | Mitzman Robert | Director | A-Award | A | Stock Option (Right to Buy) | 7,999 | 6.38 | 51.0K | 7,999 | — | ↗ |
| 2012-04-02 | KATZ MICHAEL W | Director / Officer | A-Award | A | Stock Option (Right to Buy) | 150,000 | 9.26 | 1.39M | 150,000 | — | ↗ |
Executive team
Executive compensation
Executive compensation not available.
No CEO compensation history available.
Proxy statements
No proxy statements available for this company yet.
Recent SEC filings
Executive team
| Name | Title | Compensation | Gender |
|---|---|---|---|
| Alice H. Chang | Founder, Chairwoman of the Board & Chief Executive Officer | — | female |
| Hsiao-Chuan Chen | Vice President and Head of Finance & Accounting | — | female |
| Pin-Jen Chen | Executive Vice President & Chief Strategy Officer | — | male |
| Wei-Hsin Tsen | Senior Vice President & Chief Technology Officer | — | — |
| Weichuan Liu | Chief Growth Officer & President of Americas | — | male |
No Senate trading activity found for this company.
No House trading activity found for this company.
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Community Opinion for PERF
Short-term intention
Target Price Distribution
These are community opinions and do not constitute buy or sell advice to act on. The results shown are based on aggregated opinions and are not an investment recommendation, nor do they intend to influence any investment decision.

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