Qumulusai, Inc. (QMLS) Stock Forecast Nov. 6, 2026
Analysis updated on Nov. 6, 2026 (UTC) · Alpha · vs marketSwitch to Total · Nasdaq
Qumulusai, Inc. (QMLS) stock forecast summary
Our AI scores Qumulusai, Inc. every trading day against every stock it covers. Create a free account and follow it to see its rating and price target.
Qumulusai, Inc. is a small-cap company with a market capitalization of $90M. 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 4629 stocks from 2025-01-06 to 2026-08-04 produced a positive net return in 92.9% 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 ≥ +3.1%, buy ≥ +1.5%, sell < -0.5%, strong sell < -1.8% (top 15%, next 20%, middle 30%, next 20%, bottom 15% of the 2026-11-06 signals)
A free account shows the exact forecast, rating and rank of 3 tickers you follow, QMLS included.
QMLS price chart and AI forecast
How QMLS ranks among 5150 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 | $90M | 51/60 |
Financial Health
| Metric | QMLS | Rank |
|---|---|---|
| Current Ratio | 0.80x | 47/51 |
| 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. | $90M | |
| ADP Automatic Data Processing Inc | $119.75B | |
| WDAY Workday, Inc. | $49.94B | |
| VRSK Verisk Analytics, Inc. | $29.48B | |
| TOST Toast, Inc. | $20.32B | |
| RDDT Reddit, Inc. | $18.30B | |
| HNGE Hinge Health, Inc. | $9.34B | |
| BILI Bilibili Inc. | $6.12B | |
| RNG Ringcentral, Inc. | $6.09B | |
| PEGA Pegasystems Inc | $5.30B | |
| APLD Applied Digital Corp. | $4.70B | |
| JOYY Joyy Inc. | $4.12B | |
| FA First Advantage Corp | $4.04B | |
| QBTS D-Wave Quantum Inc. | $3.94B | |
| LIF Life360, Inc. | $3.86B | |
| LFTO Liftoff Mobile, Inc. | $3.07B | |
| CARG Cargurus, Inc. | $3.01B | |
| ATHM Autohome Inc. | $2.38B | |
| RAMP Liveramp Holdings, Inc. | $2.34B | |
| DXC Dxc Technology Co | $2.31B | |
| FIVN Five9, Inc. | $2.10B | |
| GLOB Globant S.A. | $2.08B | |
| EVTC Evertec, Inc. | $2.00B | |
| INFQ Infleqtion, Inc. | $2.00B | |
| CLVT Clarivate Plc | $1.55B | |
| HAWK Hawkeye 360, Inc. | $1.45B | |
| INOD Innodata Inc | $1.27B | |
| UPWK Upwork, Inc | $1.25B | |
| GDRX Goodrx Holdings, Inc. | $1.20B | |
| LZ Legalzoom.Com, Inc. | $1.02B | |
| PLTK Playtika Holding Corp. | $881M | |
| TASK Taskus, Inc. | $833M | |
| SHAZ Sharonai Holdings Inc. | $781M | |
| YEXT Yext, Inc. | $757M | |
| CARS Cars.Com Inc. | $715M | |
| DDI Doubledown Interactive Co., Ltd. | $673M | |
| IBEX Ibex Ltd | $658M | |
| SOPH Sophia Genetics Sa | $569M | |
| NRDS Nerdwallet, Inc. | $504M | |
| OOMA Ooma Inc | $497M | |
| BRUN Boost Run Inc. | $484M | |
| GRVY Gravity Co., Ltd. | $467M | |
| EGHT 8x8 Inc /De/ | $308M | |
| TRVG Trivago N.V. | $265M | |
| GLOO Gloo Holdings, Inc. | $249M | |
| FIRY Firy Inc. | $179M | |
| MOVE Corvex, Inc. | $166M | |
| FCCN Spectral Capital Corp | $158M | |
| TCX Tucows Inc /Pa/ | $133M | |
| TRAK Repositrak, Inc. | $126M | |
| SSTK Shutterstock, Inc. | $110M | |
| CAST Freecast, Inc. | $68M | |
| BHIC Bioscience Health Innovations, Inc. | $65M | |
| AIAI Aiai Holdings Corp | $64M | |
| VERI Veritone, Inc. | $48M | |
| DTCX Datacentrex, Inc. | $40M | |
| SJ Scienjoy Holding Corp | $36M | |
| PHUN Phunware, Inc. | $35M | |
| GMHS Gamehaus Holdings Inc. | $34M | |
| DGNX Diginex Ltd | $34M |
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 scores Qumulusai, Inc. every trading day against every stock it covers. Create a free account and follow it to see its rating and 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 4629 stocks from 2025-01-06 to 2026-08-04 produced a positive net return in 92.9% 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 Nov. 6, 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), Verisk Analytics, Inc. (VRSK), Toast, Inc. (TOST), Reddit, Inc. (RDDT), 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.