This month’s picks · Aug 28, 2026

The stocks to buy, sorted from the analysts who have proven themselves.

Most analysts get it wrong. We spent 11 years finding the ones who don't — and we weigh their reliable forecasts against the upside.

☀️Weather · last 7 days
W 8/19+0.2%
⛈️T 8/20-0.9%
☀️F 8/21+0.4%
M 8/24-0.3%
T 8/25+0.3%
W 8/26-0.0%
☀️T 8/27+0.7%

$100,000 invested in January 2015

JPI picks608,349 $
S&P 500332,028 $

3 of 11 years below the index — by 2 to 13 points. The other 8, we beat it by 6 to 24 points. Results published year by year.

160 000analyst targets replayed since 2011
300+research firms screened
64firms kept
Result:20stocks in each month’s selection

Every stock: the numbers, the analyst views and our verdict

For each of the ~1,526 US stocks we track (S&P 500, 400 and 600): the price, the number of views published over 12 months, the analysts' median target — and the upside it implies, set against their real reliability on this stock (were they right before?). Stocks picked by a JPI method are flagged. Search a stock or sort the table.
📊 Detailed backtests
JPI picks:🎯 JPI Fair (balanced) JPI Risk + (aggressive)see the picks →
StockSectorPrice 12-mo calls Median target % right Gain vs sector
CABO Cable One 🔬 Small cap Comm. XLC $22.49 8 0▲ 3▼ $70 +211% upside
⚠️ analysts unreliable on this stock
43.4% · 53 calls -1.4% worse than its sector
GOGO Gogo, Inc. 🔬 Small cap Comm. XLC $2.73 2 0▲ 0▼ $7 +156% upside 51.7% · 29 calls -12.8% worse than its sector
SHEN Shenandoah Telecommunications Co 🔬 Small cap Comm. XLC $12.16 4 4▲ 0▼ $26 +114% upside 69.2% · 26 calls +12.4% better than its sector
DY 🎯 Dycom Industries 🏢 Mid cap Industry XLI $308.01 27 27▲ 0▼ $637.5 +107% upside 71.5% · 123 calls +36.1% better than its sector
UTI 🎯 Universal Technical Institute 🔬 Small cap Cons. disc. XLY $21.62 13 13▲ 0▼ $43.5 +101% upside 62.1% · 66 calls +26.8% better than its sector
INVA 🎯 Innoviva, Inc. 🔬 Small cap Health XLV $20.96 10 9▲ 1▼ $42 +100% upside 60.9% · 23 calls +4.6% better than its sector
AHCO 🎯 AdaptHealth Corp. 🔬 Small cap Health XLV $5.8 11 11▲ 0▼ $11.5 +98% upside 35.5% · 62 calls +0.5% better than its sector
DKS 🎯 Dick's Sporting Goods 🏢 Mid cap Cons. disc. XLY $131.77 44 36▲ 0▼ $260 +97% upside 41.4% · 261 calls +3.0% better than its sector
CLSK 🎯 CleanSpark 🔬 Small cap Crypto $12.95 44 43▲ 0▼ $25 +93% upside 47.6% · 63 calls +5.6% better than its sector
VIR 🎯 Vir Biotechnology, Inc. 🔬 Small cap Health XLV $11.31 11 11▲ 0▼ $21 +86% upside
⚠️ analysts unreliable on this stock
31.4% · 70 calls -16.4% worse than its sector
ADMA ADMA Biologics, Inc. 🔬 Small cap Health XLV $9.48 6 5▲ 0▼ $17.5 +85% upside 60.8% · 51 calls +66.9% better than its sector
VICR 🎯 Vicor Corporation 🏢 Mid cap Industry XLI $203.64 9 9▲ 0▼ $375 +84% upside
⚠️ analysts unreliable on this stock
35.7% · 28 calls -2.8% worse than its sector
UCTT Ultra Clean Holdings, Inc. 🔬 Small cap Tech XLK $74.75 14 14▲ 0▼ $135 +81% upside 45.3% · 53 calls +17.1% better than its sector
NRG 🎯 NRG Energy 🏛️ S&P 500 Utilities XLU $114.41 20 15▲ 0▼ $206.5 +81% upside 60.8% · 125 calls +13.4% better than its sector
COLL Collegium Pharmaceutical, Inc. 🔬 Small cap Health XLV $26.44 13 12▲ 0▼ $47 +78% upside 53.3% · 45 calls +4.9% better than its sector
MIR 🎯 Mirion Technologies, Inc. 🔬 Small cap Tech XLK $14.85 22 19▲ 0▼ $26 +75% upside 40.9% · 22 calls +1.1% better than its sector
TTMI 🎯 TTM Technologies 🏢 Mid cap Tech XLK $124.73 20 20▲ 0▼ $214 +72% upside 57.4% · 68 calls +72.3% better than its sector
ESAB 🎯 ESAB 🏢 Mid cap Industry XLI $78.99 20 19▲ 0▼ $135 +71% upside 61.1% · 36 calls +9.0% better than its sector
ICHR 🎯 Ichor Holdings, Ltd. 🔬 Small cap Tech XLK $59.09 23 16▲ 0▼ $100 +69% upside 38.7% · 62 calls +18.0% better than its sector
HUT 🎯 Hut 8 🔬 Small cap Crypto $87.13 46 46▲ 0▼ $146.5 +68% upside 69.1% · 68 calls +125.5% better than its sector
EYE 🎯 National Vision Holdings 🔬 Small cap Cons. disc. XLY $17.87 21 16▲ 0▼ $30 +68% upside
⚠️ analysts unreliable on this stock
44.4% · 54 calls -3.7% worse than its sector
↳ #1 UBS +33.4%
APP 🎯 AppLovin 🏛️ S&P 500 Tech XLK $312.63 80 70▲ 0▼ $520 +66% upside 60.2% · 166 calls +94.3% better than its sector
NXT 🎯 Nextpower 🏢 Mid cap Industry XLI $89.58 72 62▲ 0▼ $149 +66% upside 63.7% · 102 calls +44.3% better than its sector
AAON 🎯 AAON 🏢 Mid cap Industry XLI $78.15 6 5▲ 0▼ $130 +66% upside 40% · 20 calls +0.3% better than its sector
KTOS 🎯 Kratos Defense & Security Solutions 🏢 Mid cap Industry XLI $53.69 37 32▲ 0▼ $89 +66% upside 54.3% · 70 calls +38.6% better than its sector
AOSL Alpha and Omega Semiconductor, Ltd. 🔬 Small cap Tech XLK $26.23 11 4▲ 0▼ $43.5 +66% upside
⚠️ analysts unreliable on this stock
35.3% · 34 calls -6.2% worse than its sector
FN Fabrinet 🏢 Mid cap Tech XLK $432.71 25 20▲ 0▼ $717 +66% upside 62.8% · 86 calls +24.3% better than its sector
DMC Del Monte Corporation 🔬 Small cap Cons. staples XLP $31.39 0 0▲ 0▼ $52 +66% upside
RUN 🎯 Sunrun 🔬 Small cap Industry XLI $9.06 43 27▲ 7▼ $15 +66% upside
⚠️ analysts unreliable on this stock
32.6% · 184 calls -5.9% worse than its sector
MTZ 🎯 MasTec 🏢 Mid cap Industry XLI $251.13 64 63▲ 0▼ $409 +63% upside 67.7% · 195 calls +34.5% better than its sector
VIAV 🎯 Viavi Solutions 🏢 Mid cap Tech XLK $38.45 25 22▲ 0▼ $62.5 +63% upside 46.8% · 62 calls +14.3% better than its sector
VIAV 🎯 VIAVI Solutions 🔬 Small cap Tech XLK $38.45 25 22▲ 0▼ $62.5 +63% upside 46.8% · 62 calls +14.3% better than its sector
VST 🎯 Vistra Corp. 🏛️ S&P 500 Utilities XLU $139.81 29 28▲ 0▼ $227 +62% upside 71.7% · 99 calls +45.1% better than its sector
IPGP 🎯 IPG Photonics 🏢 Mid cap Tech XLK $77.25 9 9▲ 0▼ $125 +62% upside
⚠️ analysts unreliable on this stock
32.8% · 61 calls -15.2% worse than its sector
CENX Century Aluminum Company 🔬 Small cap Materials XLB $45.89 15 15▲ 0▼ $74 +61% upside
⚠️ analysts unreliable on this stock
38.5% · 52 calls -6.9% worse than its sector
AORT Artivion 🔬 Small cap Health XLV $26.67 15 15▲ 0▼ $43 +61% upside 64.7% · 51 calls +12.1% better than its sector
MKSI MKS Instruments 🏢 Mid cap Tech XLK $270.99 46 38▲ 2▼ $436 +61% upside 31.6% · 114 calls +3.3% better than its sector
APTV 🎯 Aptiv 🏛️ S&P 500 Cons. disc. XLY $45.44 49 43▲ 0▼ $73 +61% upside
⚠️ analysts unreliable on this stock
37.2% · 218 calls -5.7% worse than its sector
MU 🎯 Micron Technology 🏛️ S&P 500 Tech XLK $935.39 170 160▲ 0▼ $1500 +60% upside 50.4% · 567 calls +42.3% better than its sector
ORCL 🎯 Oracle Corporation 🏛️ S&P 500 Tech XLK $151.94 125 98▲ 1▼ $243 +60% upside
⚠️ analysts unreliable on this stock
40.4% · 287 calls -2.8% worse than its sector
CHDN Churchill Downs Inc. 🏢 Mid cap Cons. disc. XLY $86.51 18 18▲ 0▼ $137 +58% upside
⚠️ analysts unreliable on this stock
25.9% · 108 calls -14.4% worse than its sector
FWRD Forward Air Corp. 🔬 Small cap Industry XLI $17.7 7 7▲ 0▼ $28 +58% upside
⚠️ analysts unreliable on this stock
36.7% · 49 calls -25.6% worse than its sector
ENOV Enovis 🔬 Small cap Health XLV $24.83 15 15▲ 0▼ $39 +57% upside
⚠️ analysts unreliable on this stock
7.1% · 42 calls -25.9% worse than its sector
REZI Resideo Technologies, Inc. 🔬 Small cap Industry XLI $19.98 3 3▲ 0▼ $31.32 +57% upside 57.1% · 7 calls +22.4% better than its sector
RIOT Riot Platforms 🔬 Small cap Crypto $20.88 44 44▲ 0▼ $32.5 +56% upside
⚠️ analysts unreliable on this stock
26.4% · 106 calls -36.9% worse than its sector
ALGT Allegiant Travel Company 🔬 Small cap Industry XLI $80.31 37 11▲ 1▼ $125 +56% upside
⚠️ analysts unreliable on this stock
41.3% · 143 calls -0.6% worse than its sector
↳ #1 UBS +18.2%
ACMR ACM Research, Inc. 🔬 Small cap Tech XLK $80.49 4 4▲ 0▼ $125 +55% upside 50% · 48 calls +60.2% better than its sector
MCHP 🎯 Microchip Technology 🏛️ S&P 500 Tech XLK $75.49 57 38▲ 0▼ $117 +55% upside
⚠️ analysts unreliable on this stock
33.9% · 271 calls -11.2% worse than its sector
RBA 🎯 RB Global 🏢 Mid cap Industry XLI $85.89 12 10▲ 0▼ $133 +55% upside 57.7% · 26 calls -0.5% worse than its sector
ROG Rogers Corporation 🔬 Small cap Tech XLK $129.33 2 2▲ 0▼ $200 +55% upside 75% · 28 calls +15.2% better than its sector
JPI AI Analyst AI assistant · JPI Invest
Answers based on the tool’s data · not financial advice · full version (free)