AAOI

Applied Optoelectronics, Inc.

60
Fundamentals62/ 100
Valuation50/ 100
Upside potential70/ 100
Risk potential55/ 100

AAOI offers stronger modeled upside, but that advantage does not outweigh its weaker overall profile.

MDB

MongoDB, Inc.

70
Fundamentals83/ 100
Valuation50/ 100
Upside potential63/ 100
Risk potential35/ 100

MDB has the edge over AAOI overall, supported by stronger fundamentals and lower modeled downside.

AAOI Fundamentals

MetricStatus
Strong
Under pressure
Weak
Unavailable

AAOI's revenue is currently strong, but its profitability and cash flow are under pressure. There isn't enough data to rate its balance sheet.

MDB Fundamentals

MetricStatus
Healthy
Stable
Strong
Strong

MDB's revenue, cash flow and balance sheet are currently healthy, and its profitability is stable.

AAOI PE Valuation

AAOI has no meaningful PE right now: it lost money over the past year. If it returns to profit as analysts expect, today's price would be 18x next year's earnings.

MDB PE Valuation

LevelPEPriceVs current
Forward46x$340—
Cheap477x$339-0.2%
Current479x$340—
Fair510x$362+6.5%
Expensive541x$384+13%

Historical ranges are pointers, not guarantees.

MDB's PE is 479x, but its earnings don't support one, so it isn't a reliable read right now.

AAOI Forward outlook

MetricOutlook
--
Returning to profit
Strong growth
Strongly improving
Limited
Low

Analysts expect AAOI to return to profit, with revenue growing. However, they disagree widely on these estimates.

MDB Forward outlook

MetricOutlook
Strongly improving
Strong growth
Strong growth
Improving
Broad
High

Analysts expect strong earnings and revenue growth for MDB, with profitability improving.

AAOI Risk to reward

ScenarioChangePrice
Upside+125%$118.71
Downside-55%$23.99

Calculated from the latest close: $52.85 on Nov 12.

AAOI has a better modeled risk to reward balance than MDB, with more potential upside relative to its potential downside.

MDB Risk to reward

ScenarioChangePrice
Upside+58%$538.15
Downside-35%$221.32

Calculated from the latest close: $339.78 on Nov 12.

MDB trails AAOI on modeled risk to reward, with less potential upside relative to its potential downside.

AAOI Earnings Per Share

Q4 2023: $-1.75Q1 2024: $-1.79Q2 2024: $-1.88Q3 2024: $-2.03Q4 2024: $-4.50Q1 2025: $-4.08Q2 2025: $-3.58Q3 2025: $-3.44Q4 2025: $-0.64Q1 2026: $-0.65Q2 2026: $-0.77Q3 2026: $-0.42Forward: $2.98
Q4 2023: $-1.75Q1 2024: $-1.79Q2 2024: $-1.88Q3 2024: $-2.03Q4 2024: $-4.50Q1 2025: $-4.08Q2 2025: $-3.58Q3 2025: $-3.44Q4 2025: $-0.64Q1 2026: $-0.65Q2 2026: $-0.77Q3 2026: $-0.42Forward: $2.98
QuarterTTM EPSYoY
Forward$2.98—
Q3 2026-$0.42+$3.02
Q2 2026-$0.77+$2.81
Q1 2026-$0.65+$3.43
Q4 2025-$0.64+$3.86
Q3 2025-$3.44-$1.41
Q2 2025-$3.58-$1.70
Q1 2025-$4.08-$2.29
Q4 2024-$4.50-$2.75

AAOI is still losing money, but far less than before: $0.42 per share over the past year, against $4.50 at its worst in late 2024.

MDB Earnings Per Share

Q4 2023: $-2.63Q1 2024: $-2.48Q2 2024: $-2.81Q3 2024: $-3.02Q4 2024: $-2.74Q1 2025: $-1.73Q2 2025: $-1.09Q3 2025: $-0.93Q4 2025: $-0.82Q1 2026: $-0.88Q2 2026: $-0.37Q3 2026: $0.71Forward: $7.42
Q4 2023: $-2.63Q1 2024: $-2.48Q2 2024: $-2.81Q3 2024: $-3.02Q4 2024: $-2.74Q1 2025: $-1.73Q2 2025: $-1.09Q3 2025: $-0.93Q4 2025: $-0.82Q1 2026: $-0.88Q2 2026: $-0.37Q3 2026: $0.71Forward: $7.42
QuarterTTM EPSYoY
Forward$7.42+945%
Q3 2026$0.71+$1.64
Q2 2026-$0.37+$0.72
Q1 2026-$0.88+$0.85
Q4 2025-$0.82+$1.92
Q3 2025-$0.93+$2.09
Q2 2025-$1.09+$1.72
Q1 2025-$1.73+$0.75
Q4 2024-$2.74-$0.11

MDB has the edge over AAOI on earnings quality, reporting a profit while its opponent remains loss making.

AAOI Quarterly Revenue

Q4 2023: $60MQ1 2024: $41MQ2 2024: $43MQ3 2024: $65MQ4 2024: $100MQ1 2025: $100MQ2 2025: $103MQ3 2025: $119MQ4 2025: $134MQ1 2026: $151MQ2 2026: $192MQ3 2026: $270M
Q4 2023: $60MQ1 2024: $41MQ2 2024: $43MQ3 2024: $65MQ4 2024: $100MQ1 2025: $100MQ2 2025: $103MQ3 2025: $119MQ4 2025: $134MQ1 2026: $151MQ2 2026: $192MQ3 2026: $270M
QuarterRevenueYoY
Q3 2026$269.9M+127%
Q2 2026$191.9M+86%
Q1 2026$151.1M+51%
Q4 2025$134.3M+34%
Q3 2025$118.6M+82%
Q2 2025$103M+138%
Q1 2025$99.9M+146%
Q4 2024$100.3M+66%

AAOI has the edge over MDB on sales, with stronger typical year-over-year growth.

MDB Quarterly Revenue

Q4 2023: $433MQ1 2024: $458MQ2 2024: $451MQ3 2024: $478MQ4 2024: $529MQ1 2025: $548MQ2 2025: $549MQ3 2025: $591MQ4 2025: $628MQ1 2026: $695MQ2 2026: $688MQ3 2026: $772M
Q4 2023: $433MQ1 2024: $458MQ2 2024: $451MQ3 2024: $478MQ4 2024: $529MQ1 2025: $548MQ2 2025: $549MQ3 2025: $591MQ4 2025: $628MQ1 2026: $695MQ2 2026: $688MQ3 2026: $772M
QuarterRevenueYoY
Q3 2026$771.8M+30%
Q2 2026$687.6M+25%
Q1 2026$695.1M+27%
Q4 2025$628.3M+19%
Q3 2025$591.4M+24%
Q2 2025$549M+22%
Q1 2025$548.4M+20%
Q4 2024$529.4M+22%

MDB's revenue has grown year over year every quarter since late 2020: $772M last quarter, up 30% from the same quarter a year ago.

AAOI Free Cash Flow

Q4 2023: −$5MQ1 2024: −$34MQ2 2024: −$5MQ3 2024: −$21MQ4 2024: −$53MQ1 2025: −$79MQ2 2025: −$91MQ3 2025: −$79MQ4 2025: −$105MQ1 2026: −$144MQ2 2026: −$265MQ3 2026: −$370M
Q4 2023: −$5MQ1 2024: −$34MQ2 2024: −$5MQ3 2024: −$21MQ4 2024: −$53MQ1 2025: −$79MQ2 2025: −$91MQ3 2025: −$79MQ4 2025: −$105MQ1 2026: −$144MQ2 2026: −$265MQ3 2026: −$370M
QuarterFree cash flowYoY
Q3 2026-$369.9M-$291.2M
Q2 2026-$265.3M-$174.4M
Q1 2026-$143.6M-$64.3M
Q4 2025-$104.6M-$51.6M
Q3 2025-$78.7M-$58M
Q2 2025-$91M-$86M
Q1 2025-$79.3M-$45.1M
Q4 2024-$53M-$48.4M

AAOI has burned cash in almost every quarter: −$883M over the past year, against −$302M the year before.

MDB Free Cash Flow

Q4 2023: $36MQ1 2024: $52MQ2 2024: $63MQ3 2024: −$2MQ4 2024: $35MQ1 2025: $25MQ2 2025: $108MQ3 2025: $72MQ4 2025: $142MQ1 2026: $178MQ2 2026: $199MQ3 2026: $139M
Q4 2023: $36MQ1 2024: $52MQ2 2024: $63MQ3 2024: −$2MQ4 2024: $35MQ1 2025: $25MQ2 2025: $108MQ3 2025: $72MQ4 2025: $142MQ1 2026: $178MQ2 2026: $199MQ3 2026: $139M
QuarterFree cash flowYoY
Q3 2026$139.4M+95%
Q2 2026$199.3M+84%
Q1 2026$178.5M+627%
Q4 2025$141.8M+300%
Q3 2025$71.6M+$74M
Q2 2025$108.3M+72%
Q1 2025$24.6M-53%
Q4 2024$35.5M-2.4%

MDB has the edge over AAOI on cash generation, producing positive trailing cash flow while its opponent burns cash.

AAOI Total Shares

Q4 2023: 32MQ1 2024: 38MQ2 2024: 39MQ3 2024: 42MQ4 2024: 42MQ1 2025: 50MQ2 2025: 57MQ3 2025: 63MQ4 2025: 60MQ1 2026: 76MQ2 2026: 82MQ3 2026: 88M
Q4 2023: 32MQ1 2024: 38MQ2 2024: 39MQ3 2024: 42MQ4 2024: 42MQ1 2025: 50MQ2 2025: 57MQ3 2025: 63MQ4 2025: 60MQ1 2026: 76MQ2 2026: 82MQ3 2026: 88M
PeriodChange %Net change
Quarterly+7.7%+6.3M shares
1 year+39%+24.5M shares
3 years+168%+55.1M shares
5 years+224%+60.7M shares
Available history+340%+67.9M shares

AAOI has 88M diluted shares, up 39% from a year ago.

MDB Total Shares

Q4 2023: 72MQ1 2024: 71MQ2 2024: 73MQ3 2024: 74MQ4 2024: 74MQ1 2025: 75MQ2 2025: 81MQ3 2025: 81MQ4 2025: 81MQ1 2026: 81MQ2 2026: 82MQ3 2026: 82M
Q4 2023: 72MQ1 2024: 71MQ2 2024: 73MQ3 2024: 74MQ4 2024: 74MQ1 2025: 75MQ2 2025: 81MQ3 2025: 81MQ4 2025: 81MQ1 2026: 81MQ2 2026: 82MQ3 2026: 82M
PeriodChange %Net change
Quarterly+0.5%+414K shares
1 year+1.1%+917K shares
3 years+16%+11.1M shares
5 years+29%+18.6M shares
Available history+45%+25.6M shares

MDB has the edge over AAOI on shareholder dilution, with a more favorable share count trend.

AAOI Net Leverage

AAOI's operating earnings (EBITDA) were negative over the past year, so its debt can't be measured against them.

MDB Net Leverage

Q3 2026: -119.6x
Q3 2026: -119.6x
QuarterNet LeverageStatus
Q3 2026-119.6xNet Cash

MDB has more cash than debt.

AAOI Weekly Momentum

MetricValueStatus
RSI35.1Neutral
Stochastic4.8Oversold

AAOI's weekly RSI is 35 (neutral) and its Stochastic is 5 (oversold).

MDB Weekly Momentum

MetricValueStatus
RSI48.2Neutral
Stochastic22.0Neutral

MDB's weekly RSI is 48 (neutral) and its Stochastic is 22 (neutral).

AAOI PE vs Technology Sector

AAOI has no meaningful PE right now: it lost money over the past year.

MDB PE vs Technology Sector

AAOI Weekly Moving Averages

Moving averageMA priceRelative
8 week MA$80.234% below
20 week MA$100.647% below
50 week MA$100.347% below
100 week MA$62.315% below
200 week MA$36.943% above

AAOI has fallen below most of its moving averages, though it's still 43% above its 200-week average.

MDB Weekly Moving Averages

Moving averageMA priceRelative
8 week MA$358.65.2% below
20 week MA$368.27.7% below
50 week MA$346.51.9% below
100 week MA$297.114% above
200 week MA$308.910% above

MDB has the edge over AAOI on trend strength, trading above more of its moving averages.

AAOI Yearly ROI

YearStart priceEnd priceROI
2020$11.5$8.77-24%
2021$8.77$5.64-36%
2022$5.64$1.95-65%
2023$1.95$19.3+891%
2024$19.3$37.7+95%
2025$37.7$37.2-1.5%
2026 YTD$37.2$52.9+42%

AAOI has the edge over MDB on returns for 2026, with the stronger performance.

MDB Yearly ROI

YearStart priceEnd priceROI
2020$134.1$378.5+182%
2021$378.5$551.1+46%
2022$551.1$197.5-64%
2023$197.5$408.9+107%
2024$408.9$238.4-42%
2025$238.4$435.9+83%
2026 YTD$435.9$339.8-22%

MDB's yearly returns have swung widely, from +182% in 2020 to −64% in 2022. It's down 22% so far in 2026.

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