Qumulusai, Inc. QMLS Stock Forecast
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About Qumulusai, Inc.
Qumulusai, Inc. (QMLS) operates within the Technology sector, specifically in the Services-Computer Processing & Data Preparation industry.
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Where QMLS sits on the market map
Services-Computer Processing & Data Preparation Peers
Companies sharing the same SEC industry code, one row per issuer, largest first - a classification match, not a curated list of competitors.
| Company | AI Signal | Market Cap | P/E |
|---|---|---|---|
| QMLS Qumulusai, Inc. | ▼ | $137M | – |
| ADP Automatic Data Processing Inc | ▼ | $114.77B | 26.4x |
| WDAY Workday, Inc. | ▶ | $47.39B | 45.5x |
| RDDT Reddit, Inc. | ▲ | $30.59B | 36.0x |
| VRSK Verisk Analytics, Inc. | ▼ | $26.11B | 28.6x |
| TOST Toast, Inc. | ▶ | $18.62B | 46.7x |
| HNGE Hinge Health, Inc. | ▲ | $8.47B | 17.9x |
| RNG Ringcentral, Inc. | ▲ | $6.68B | 101.2x |
| PEGA Pegasystems Inc | ▲ | $5.91B | 17.6x |
| BILI Bilibili Inc. | ▶ | $5.88B | – |
| APLD Applied Digital Corp. | ▲ | $5.26B | – |
| QBTS D-Wave Quantum Inc. | ▲ | $4.73B | – |
| JOYY Joyy Inc. | ▼ | $4.24B | – |
| FA First Advantage Corp | ▼ | $3.45B | – |
| LIF Life360, Inc. | ▲ | $3.43B | 24.1x |
| LFTO Liftoff Mobile, Inc. | ▼ | $2.87B | – |
| CARG Cargurus, Inc. | ▲ | $2.70B | 16.2x |
| FIVN Five9, Inc. | ▲ | $2.62B | 73.1x |
| ATHM Autohome Inc. | ▶ | $2.40B | 132.3x |
| RAMP Liveramp Holdings, Inc. | ▼ | $2.28B | 15.7x |
| DXC Dxc Technology Co | ▼ | $2.20B | 18.6x |
| INFQ Infleqtion, Inc. | ▼ | $2.14B | – |
| INOD Innodata Inc | ▲ | $1.95B | 50.1x |
| EVTC Evertec, Inc. | ▼ | $1.88B | 18.8x |
| GLOB Globant S.A. | ▶ | $1.72B | 3.0x |
| HAWK Hawkeye 360, Inc. | ▶ | $1.26B | – |
| GDRX Goodrx Holdings, Inc. | ▶ | $1.20B | 50.1x |
| CLVT Clarivate Plc | ▲ | $1.17B | – |
| SHAZ Sharonai Holdings Inc. | ▲ | $1.11B | – |
| UPWK Upwork, Inc | ▲ | $1.09B | 10.9x |
| LZ Legalzoom.Com, Inc. | ▶ | $1.06B | 56.4x |
| PLTK Playtika Holding Corp. | ▲ | $831M | – |
| TASK Taskus, Inc. | ▲ | $781M | 7.6x |
| BRUN Boost Run Inc. | ▶ | $707M | – |
| YEXT Yext, Inc. | ▶ | $706M | 41.9x |
| DDI Doubledown Interactive Co., Ltd. | ▼ | $680M | – |
| NRDS Nerdwallet, Inc. | ▶ | $641M | 16.7x |
| SOPH Sophia Genetics Sa | ▲ | $621M | – |
| IBEX Ibex Ltd | ▶ | $610M | 14.7x |
| OOMA Ooma Inc | ▶ | $565M | 128.0x |
| CARS Cars.Com Inc. | ▲ | $547M | 22.2x |
| GRVY Gravity Co., Ltd. | ▼ | $464M | – |
| EGHT 8x8 Inc /De/ | ▲ | $299M | 69.0x |
| GLOO Gloo Holdings, Inc. | ▲ | $298M | – |
| TRVG Trivago N.V. | ▲ | $284M | – |
| MOVE Corvex, Inc. | ▶ | $265M | – |
| FCCN Spectral Capital Corp | ▲ | $251M | – |
| AIAI Aiai Holdings Corp | ▼ | $212M | – |
| FIRY Firy Inc. | ▲ | $192M | – |
| SSTK Shutterstock, Inc. | ▲ | $170M | – |
| TRAK Repositrak, Inc. | ▶ | $135M | 15.5x |
| 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 | 2.0x |
| DGNX Diginex Ltd | ▲ | $34M | – |
| GMHS Gamehaus Holdings Inc. | ▼ | $32M | – |
FAQ
Is Qumulusai, Inc. a good stock to buy?
Our AI analyzes Qumulusai, Inc. daily. Check the signal above for the latest recommendation. Always do your own research before investing.
How accurate are Qumulusai, Inc. 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 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.
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AI predictions are based on historical patterns and should not be the sole basis for investment decisions. Past performance does not guarantee future results. Always do your own research.