Qumulusai, Inc. (QMLS) Stock Forecast Oct. 16, 2026
Analysis updated on Oct. 16, 2026 (UTC) · Alpha · vs marketSwitch to Total · Nasdaq
Qumulusai, Inc. (QMLS) stock forecast summary
Our AI ranks Qumulusai, Inc. outside the neutral middle of its coverage (a directional signal). Create a free account and follow it to see the exact price target.
Qumulusai, Inc. is a small-cap company with a market capitalization of $127M. It ranks number 51 by market capitalization among the 60 Services-Computer Processing & Data Preparation issuers in our coverage with a current forecast.
A per-ticker accuracy statistic for QMLS is published only once its sample size is known. Across our coverage, the out-of-sample test on 4495 stocks from 2025-01-06 to 2026-07-07 produced a positive net return in 82.5% of rebalance periods (factor-neutral book, net of estimated costs). Full backtest report
Expected return relative to the market over the horizon: a positive alpha means the model expects the stock to beat the market, whatever the market does. Ratings: strong buy ≥ +1.8%, buy ≥ +0.2%, sell < -0.9%, strong sell < -1.2% (top 15%, next 20%, middle 30%, next 20%, bottom 15% of the 2026-10-16 signals)
A free account shows the exact forecast, rating and rank of 3 tickers you follow, QMLS included.
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How QMLS ranks among 5171 stocks
90D Alpha forecasts of every company scored, cut into five relative ratings at the 15th, 35th, 65th and 85th percentiles (dashed lines).
Qumulusai, Inc. (QMLS) fundamentals
Trailing twelve months. The industry median and the rank (1 = highest) are taken over the Services-Computer Processing & Data Preparation peers listed below that report each metric.
Valuation & Market
| Metric | QMLS | Rank |
|---|---|---|
| Market Cap | $127M | 51/60 |
Financial Health
| Metric | QMLS | Rank |
|---|---|---|
| Current Ratio | 0.80x | 46/51 |
| Interest Coverage | -3.4x | 31/44 |
| Working Capital | -$13M | 42/51 |
Dividend & Shareholder Information
| Metric | QMLS | Rank |
|---|---|---|
| Shares Outstanding | 33M | – |
Balance Sheet Highlights (USD millions)
| Total Current Assets | $53M | 24.7% of assets |
| Cash & Short-term Investments | $40M | 18.6% of assets |
| Accounts Receivable | $11M | 5.1% of assets |
| Total Liabilities | $216M | |
| Short-term Debt | $59M | 27.4% of assets |
QMLS quarterly financials and insider trading
Qumulusai, Inc. (QMLS) industry peers
Companies classified under the same SEC industry code as Qumulusai, Inc. (Services-Computer Processing & Data Preparation): 60 common-stock issuers with a forecast this week, one row per issuer, largest first. This is a classification match, not a curated list of competitors.
Reveal all forecasts · See exact % predictions for all competitors
Sign up free| Company | 90-Day AI Forecast (Alpha) | Market Cap |
|---|---|---|
| QMLS Qumulusai, Inc. | ▼ | $127M |
| ADP Automatic Data Processing Inc | ▼ | $114.77B |
| WDAY Workday, Inc. | ▲ | $47.39B |
| RDDT Reddit, Inc. | ▲ | $29.97B |
| VRSK Verisk Analytics, Inc. | ▼ | $26.11B |
| TOST Toast, Inc. | ▶ | $18.62B |
| HNGE Hinge Health, Inc. | ▲ | $8.00B |
| RNG Ringcentral, Inc. | ▲ | $6.30B |
| BILI Bilibili Inc. | ▼ | $5.88B |
| PEGA Pegasystems Inc | ▲ | $5.68B |
| APLD Applied Digital Corp. | ▶ | $5.26B |
| QBTS D-Wave Quantum Inc. | ▼ | $4.35B |
| JOYY Joyy Inc. | ▼ | $4.21B |
| LIF Life360, Inc. | ▲ | $3.35B |
| FA First Advantage Corp | ▶ | $3.29B |
| LFTO Liftoff Mobile, Inc. | ▼ | $2.80B |
| CARG Cargurus, Inc. | ▲ | $2.70B |
| FIVN Five9, Inc. | ▲ | $2.41B |
| ATHM Autohome Inc. | ▶ | $2.40B |
| RAMP Liveramp Holdings, Inc. | ▼ | $2.28B |
| DXC Dxc Technology Co | ▶ | $2.18B |
| INFQ Infleqtion, Inc. | ▼ | $1.93B |
| EVTC Evertec, Inc. | ▶ | $1.86B |
| INOD Innodata Inc | ▲ | $1.82B |
| GLOB Globant S.A. | ▲ | $1.73B |
| HAWK Hawkeye 360, Inc. | ▼ | $1.22B |
| CLVT Clarivate Plc | ▲ | $1.17B |
| GDRX Goodrx Holdings, Inc. | ▲ | $1.15B |
| UPWK Upwork, Inc | ▲ | $1.05B |
| LZ Legalzoom.Com, Inc. | ▶ | $1.04B |
| SHAZ Sharonai Holdings Inc. | ▼ | $952M |
| PLTK Playtika Holding Corp. | ▲ | $805M |
| TASK Taskus, Inc. | ▲ | $754M |
| BRUN Boost Run Inc. | ▼ | $707M |
| YEXT Yext, Inc. | ▶ | $706M |
| DDI Doubledown Interactive Co., Ltd. | ▼ | $684M |
| NRDS Nerdwallet, Inc. | ▲ | $640M |
| IBEX Ibex Ltd | ▲ | $606M |
| SOPH Sophia Genetics Sa | ▲ | $573M |
| CARS Cars.Com Inc. | ▲ | $547M |
| OOMA Ooma Inc | ▲ | $544M |
| GRVY Gravity Co., Ltd. | ▼ | $464M |
| TRVG Trivago N.V. | ▲ | $284M |
| EGHT 8x8 Inc /De/ | ▲ | $280M |
| GLOO Gloo Holdings, Inc. | ▲ | $280M |
| MOVE Corvex, Inc. | ▼ | $265M |
| FCCN Spectral Capital Corp | ▲ | $251M |
| AIAI Aiai Holdings Corp | ▼ | $212M |
| FIRY Firy Inc. | ▲ | $192M |
| SSTK Shutterstock, Inc. | ▲ | $164M |
| TRAK Repositrak, Inc. | ▶ | $135M |
| TCX Tucows Inc /Pa/ | ▲ | $117M |
| BHIC Bioscience Health Innovations, Inc. | ▶ | $80M |
| DTCX Datacentrex, Inc. | ▼ | $57M |
| VERI Veritone, Inc. | ▶ | $56M |
| CAST Freecast, Inc. | ▼ | $55M |
| PHUN Phunware, Inc. | ▶ | $43M |
| SJ Scienjoy Holding Corp | ▲ | $40M |
| DGNX Diginex Ltd | ▼ | $34M |
| GMHS Gamehaus Holdings Inc. | ▶ | $32M |
Where QMLS sits on the market map
Qumulusai, Inc. (QMLS) stock news
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Qumulusai, Inc. (QMLS) stock forecast FAQ
What is the Qumulusai, Inc. (QMLS) stock forecast?
Our AI ranks Qumulusai, Inc. outside the neutral middle of its coverage (a directional signal). Create a free account and follow it to see the exact price target.
How accurate are Qumulusai, Inc. stock predictions?
A per-ticker accuracy statistic for QMLS is published only once its sample size is known. Across our coverage, the out-of-sample test on 4495 stocks from 2025-01-06 to 2026-07-07 produced a positive net return in 82.5% of rebalance periods (factor-neutral book, net of estimated costs). Full backtest report
How often are Qumulusai, Inc. forecasts updated?
Qumulusai, Inc. forecasts are refreshed on trading days as the daily model run completes. The forecast on this page was produced on Oct. 16, 2026.
Which companies are Qumulusai, Inc.'s industry peers?
60 issuers in our coverage, QMLS included, share the SEC industry code Services-Computer Processing & Data Preparation. The largest are: Automatic Data Processing Inc (ADP), Workday, Inc. (WDAY), Reddit, Inc. (RDDT), Verisk Analytics, Inc. (VRSK), Toast, Inc. (TOST), Hinge Health, Inc. (HNGE).
This analysis is generated automatically using our proprietary AI systems and should not be considered personalized investment advice. Past performance does not guarantee future results. Always conduct your own research and consider consulting a financial advisor before making investment decisions.