Ratings and dated fundamentals
Exact eligible report scores in ranking order. Ratings summarize dated reports, not future returns; report and market dates remain in the table. Showing the first 10 of 37 recorded values; the complete table remains available below.
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| 1 | NICE Ltd | NICE | 4 | 2025-12-31 | 2025 FY | openrouter::anthropic/claude-haiku-5.5 | 2026-11-06 | $96.15 | $5,810,110,086.3 | 9.49 | 1.5 |
| 2 | ExlService Holdings, Inc. | EXLS | 3.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $43.15 | $6,506,533,742.65 | 24.97 | 7.01 |
| 3 | Pegasystems Inc | PEGA | 3.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $32.4 | $5,302,698,858 | 17.99 | 9.66 |
| 4 | Criteo S.A. Ordinary Shares | CRTO | 3 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $15.42 | $758,886,649.38 | Not reported | 0.64 |
| 5 | eGain Corporation | EGAN | 3 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $5.95 | $155,720,228.65 | 17.54 | 1.85 |
| 6 | Ambarella, Inc. Ordinary Shares | AMBA | 2.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $58.55 | $2,584,453,852.05 | Not reported | 4.17 |
| 7 | Helport AI Limited Ordinary Shares | HPAI | 2.5 | 2025-12-31 | 2025 FY | openrouter::anthropic/claude-haiku-5.5 | 2026-11-06 | $0.37 | $14,072,414.96 | Not reported | 0.81 |
| 8 | Pagaya Technologies Ltd. Class A Ordinary Shares | PGY | 2.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $17.5 | $1,495,427,325 | 9.71 | 2.15 |
| 9 | Riskified Ltd. | RSKD | 2.5 | 2025-12-31 | 2025 FY | openrouter::anthropic/claude-haiku-5.5 | 2026-11-06 | $8.54 | $1,127,602,248.36 | Not reported | 3.83 |
| 10 | Upstart Holdings, Inc. Common stock | UPST | 2.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $21.89 | $2,165,110,523.62 | 33.25 | 2.44 |
| 11 | C3.ai, Inc. | AI | 2 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $11.69 | $1,817,202,048.13 | Not reported | 2.62 |
| 12 | BigBear.ai Holdings, Inc. | BBAI | 2 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $2.22 | $1,068,687,924.54 | Not reported | 1.57 |
| 13 | Cerence Inc. Common Stock | CRNC | 2 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $8.15 | $368,626,594.55 | Not reported | 2.22 |
| 14 | Cloudastructure, Inc. Class A Common Stock | CSAI | 2 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $1.57 | $1,365,661.17 | Not reported | 0.39 |
| 15 | Gorilla Technology Group Inc. Ordinary shares | GRRR | 2 | 2025-12-31 | 2025 FY | openrouter::anthropic/claude-haiku-5.5 | 2026-11-06 | $6.91 | $190,090,845.39 | Not reported | 0.97 |
| 16 | Inuvo, Inc. | INUV | 2 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $0.41 | $6,758,062.39 | Not reported | 0.81 |
| 17 | Marchex, Inc. Class B | MCHX | 2 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $1.32 | $52,373,591.16 | Not reported | 1.8 |
| 18 | Nebius Group N.V. Class A Ordinary Shares | NBIS | 2 | 2025-12-31 | 2025 FY | openrouter::anthropic/claude-haiku-5.5 | 2026-11-06 | $129.49 | $35,202,532,178.82 | 426.7 | 7.66 |
| 19 | One Stop Systems, Inc. Common Stock | OSS | 2 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $4.31 | $107,911,387.95 | 251.36 | 2.82 |
| 20 | SoundHound AI, Inc. Class A Common Stock | SOUN | 2 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $4.11 | $1,825,291,458.84 | Not reported | 3.72 |
| 21 | reAlpha Tech Corp. Common Stock | AIRE | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $0.39 | $2,291,336.69 | Not reported | 0.34 |
| 22 | Airship AI Holdings, Inc. Class A Common Stock | AISP | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $1.79 | $61,646,815.98 | 2.09 | 40.04 |
| 23 | Amesite Inc. | AMST | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $0.52 | $3,373,828.25 | Not reported | Not reported |
| 24 | Bullfrog AI Holdings, Inc. Common Stock | BFRG | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $0.52 | $9,606,429.38 | Not reported | 1.37 |
| 25 | Brand Engagement Network Inc. Common Stock | BNAI | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $4.38 | $32,797,641.48 | Not reported | 1.69 |
| 26 | Blaize Holdings, Inc. Common Stock | BZAI | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $0.2 | $29,661,601.59 | Not reported | 0.69 |
| 27 | Gaxos.ai Inc. Common Stock | GXAI | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $0.39 | $4,233,385.8 | Not reported | 0.26 |
| 28 | T Stamp Inc. Class A Common Stock | IDAI | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $2.26 | $12,744,797.66 | Not reported | 2.66 |
| 29 | Palladyne AI Corp. Common Stock | PDYN | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $3.02 | $149,002,300.2 | Not reported | 2.1 |
| 30 | Pony AI Inc. American Depositary Shares | PONY | 1.5 | 2025-12-31 | 2025 FY | openrouter::anthropic/claude-haiku-5.5 | 2026-11-06 | $4.75 | $2,059,322,376.75 | Not reported | 1.2 |
| 31 | Rekor Systems, Inc. Common Stock | REKR | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $0.34 | $46,232,098.67 | Not reported | 1.35 |
| 32 | Rezolve AI PLC Ordinary Shares | RZLV | 1.5 | 2025-12-31 | 2025 FY | openrouter::anthropic/claude-haiku-5.5 | 2026-11-06 | $1.32 | $550,266,940.08 | Not reported | 2.23 |
| 33 | Stem, Inc. | STEM | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $2.52 | $24,259,394.88 | Not reported | Not reported |
| 34 | Veritone, Inc. Common Stock | VERI | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $0.48 | $48,560,946.67 | Not reported | 1.28 |
| 35 | VisionWave Holdings, Inc. Common Stock | VWAV | 1.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $1.34 | $1,932,418.02 | Not reported | 0.01 |
| 36 | Firefly Neuroscience, Inc. Common Stock | AIFF | 1 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $0.91 | $14,281,325.62 | Not reported | 0.97 |
| 37 | HeartSciences Inc. Common Stock | HSCS | 1 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $2.83 | $13,584,486.76 | Not reported | Not reported |
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37 companies with eligible ratings and dated fundamentals, from 39 eligible companies in this selection.
Inspect a rated peer
Ratings and dated fundamentals
Innodata Inc. (INOD): source evidence dated 2026-11-07T12:42:51.530Z.
- Rank
- 1
- Company
- NICE Ltd
- Ticker
- NICE
- Rating / 5
- 4
- Report date
- 2025-12-31
- Fiscal period
- 2025 FY
- Model
- openrouter::anthropic/claude-haiku-5.5
- Market day
- 2026-11-06
The selected ticker, rating, report date and producing model match the first displayed row. Equal ratings use ticker order.
Which recorded peer has the highest usable rating?
The provider's peer set defines membership. It does not establish identical risk or business models. Read report dates and producing models.
NexusTrade stock ratings and report filters- Median market capitalization
- $107,911,387.95 · 37 / 37 displayed companies
- Median positive P/E (TTM)
- 17.99 · 9 / 37 displayed companies
- Median positive price / book
- 1.75 · 34 / 37 displayed companies
- Largest company by market cap
- Nebius Group N.V. Class A Ordinary Shares (NBIS) · $35,202,532,178.82
- Largest company's share of displayed market cap
- 50.56% · Sum of displayed market caps; not portfolio weights or revenue exposure
Check each median’s included count and each company’s market date. These are unweighted summaries of displayed companies, not a sector index or revenue exposure.
Research INOD
Open a peer's company view and compare how it actually earns revenue with the anchor company.
Research INODKeep reporting dates and units beside the answer, and inspect its original citations.
How these companies are related
Peer membership comes from the same related-company provider used by NexusTrade's stock research. The provider identifies related companies using news coverage and returns data. A related company can be a competitor or a thematic peer; this list does not imply identical products or financial exposure.
Peer membership was fetched 2026-10-12.
The rating determines the order after peer membership is selected. The anchor company is excluded. Companies without an eligible report rating or dated fundamentals are counted in coverage and left out of the ranked table.
What best means in this list
This list was refreshed on 2026-11-07 using existing company reports. The report date in each row is the date of the underlying analysis; refreshing the list does not create a new company report.
Best means the highest stored NexusTrade report ratings within this selection. Ratings use the product's 1-to-5 scale. The list sorts by rating from high to low, with ticker order breaking equal-rating ties. A rating summarizes a report; it does not predict a stock's return.
The peer set comes from the recorded related-company provider. Similarity defines which companies enter this comparison; it does not establish that they have equal business models, risk or expected returns.
What the leading companies do
The first 5 companies below lead the ratings in this snapshot; equal ratings are ordered by ticker. Their company profiles describe different businesses even when they share the Innodata Inc. (INOD) selection.
These are company descriptions, not estimates of revenue from this theme. Industry membership does not identify a pure-play business or establish how much sales depend on it. Open the company profile and examine segment disclosures before treating an overlapping classification as equivalent exposure.
NICE Ltd (NICE): 4 / 5
NICE Ltd., together with its subsidiaries, provides AI-powered cloud platforms for customer engagement, and financial crime and compliance worldwide. It offers CXone Mpower, an AI platform that enables enterprises to design, build, and operate customer service automation; and NICE Evidencentral, a digital evidence management and investigation platform for criminal justice system. The company also provides X-Sight, an open and flexible AI-cloud platform for the high-end market; and Xceed, an AI cloud platform for anti-money laundering and fraud prevention for small and mid-sized organizations. In addition, it offers data intelligence solutions enable organizations to turn raw data into comprehensive actionable intelligence to prevent and detect financial crimes. The company was formerly known as NICE-Systems Ltd. and changed its name to NICE Ltd. in June 2016. NICE Ltd. was incorporated in 1986 and is headquartered in Ra'anana, Israel.
ExlService Holdings, Inc. (EXLS): 3.5 / 5
ExlService Holdings, Inc. operates as a data analytics, and digital operations and solutions company in the United States and internationally. The company operates through Insurance; Healthcare and Life Sciences; Banking, Capital Markets, and Diversified Industries; and International Growth Markets. It provides digital operations and solutions and analytics-driven services, such as claims processing, premium and benefit administration, agency management, account reconciliation, policy research, underwriting support, new business acquisition, policy servicing, premium audit, surveys, billing and collection, commercial and residential survey, and customer service using digital technology, artificial intelligence, machine learning, and advanced automation; digital customer acquisition services using a software-as-a-service delivery model through LifePRO and Life Digital Suite platforms; subrogation services; and Subrosource software platform, an end-to-end subrogation platform. In addition, the company offers health care services related to care management, utilization management, disease management, payment integrity, revenue optimization, and customer engagement. Further, it provides financial planning and analysis, management reporting, forecasting and decision support, data management, regulatory reporting and risk, and compliance services; reservations, customer, and fulfilment services; freight billing, collections, claims management, freight audit, freight scheduling, supply chain management, and revenue assurance services; residential mortgage lending, title verification and validation, retail banking and credit cards, trust verification, commercial banking, and investment management; merchandising, pricing, and demand forecasting; and digital operations and solutions. The company offers predictive and prescriptive analytics in the areas of customer acquisition and lifecycle management. The company was founded in 1999 and is headquartered in New York, New York.
Pegasystems Inc (PEGA): 3.5 / 5
Pegasystems Inc. develops, markets, licenses, hosts, and supports enterprise software in the United States, rest of the Americas, the United Kingdom, rest of Europe, the Middle East, Africa, and the Asia-Pacific. The company provides Pega Infinity, a software portfolio comprising of Pega Customer Decision Hub, a real-time AI-powered decision engine, which can predict a customer's behavior and recommend the next best action to take across channels in real-time; Pega Customer Service to anticipate customer needs, connect customers to people and systems, and automate customer interactions to evolve the customer service experience, as well as to allow enterprises to deliver interactions across channels and enhance employee productivity; and Pega Platform, a software for AI-powered workflow automation for increasing the efficiency of clients' processes and operational workflows. It also offers Situational Layer Cake that organizes logic into layers that map to the unique dimensions of a client's business, such as customer types, lines of business, geographies, etc.; Pega GenAI Blueprint to rapidly prototype and accelerate the development and deployment of applications; Pega Cloud that allows clients to develop, test, and deploy applications; Pega Catalyst, which helps clients to transform and prototype their customer journeys; Pega Academy, which offers enablement content for Pega product implementations, such as instructor-led and online training to its employees, clients, and partners; and global service assurance and client support services. It primarily markets its software and services to financial services, healthcare, communications and media, government, insurance, manufacturing and high tech, and consumer services markets through a direct sales force, as well as partnerships with technology providers and application developers. Pegasystems Inc. was incorporated in 1983 and is headquartered in Waltham, Massachusetts.
Criteo S.A. Ordinary Shares (CRTO): 3 / 5
Criteo S.A., a technology company, provides marketing and monetization services and infrastructure on the open internet in North and South America, Europe, the Middle East, Africa, and the Asia-Pacific. It operates in two segments, Retail Media and Performance Media. The company's Criteo Shopper Graph, which derives clients' proprietary commerce data, such as transaction activity on their digital properties. It also offers Criteo AI Engine solutions, including lookalike finder, recommendation, and predictive bidding models; recommendation algorithms, dynamic creative optimization+, sponsored product placement algorithms, and other product placement algorithms. The company's technology comprises data synchronization, storage, and analysis of distributed computing infrastructure in various geographies, as well as fast data collection and retrieval using multi-layered caching infrastructure; and experimentation platform, an offline/online testing platform. In addition, it provides Retail Media, which assists retailers in generating high-margin advertising revenues from brands and agencies looking to address multiple marketing goals with strong return on ad spend, and to drive sales for themselves, by monetizing their audiences through personalized ads, either on their own digital store or on media owner properties on the open Internet; and Performance Media, which encompasses commerce activation, monetization, and services. Further, the company offers real-time advertising technology and trading infrastructure delivering advanced media buying, selling, and packaged capabilities for media owners, agencies, performance advertisers, and third-party AdTech platforms. It serves retail, travel, and classifieds industries. The company has a strategic alliance with Mirakl SAS to serve the segment of retail media, third-party sellers, and mid-to-long-tail advertisers. Criteo S.A. was incorporated in 2005 and is headquartered in Paris, France.
eGain Corporation (EGAN): 3 / 5
eGain Corporation engages in the development, license, implementation, and support of its customer service infrastructure software solutions in North America, Europe, the Middle East, Africa, and the Asia Pacific. It provides eGain AI Agent, which helps businesses to deploy enterprise-grade agentic solutions built on knowledge and guided actions; eGain AI Knowledge Hub to centralize knowledge, policies, procedures, situations, and best-practices, as well as guided and personalized answers to customers, agents, and field staff; and eGain Conversation Hub for scalable capabilities of digital-first interaction management within a modern, omnichannel desktop. The company also offers a cloud-based platform through subscription basis; professional services, such as consulting and implementation services, training services, and managed services. It serves customers in various industry sectors, financial services, the public sector, healthcare, telecommunications, and other highly regulated industries. The company was incorporated in 1997 and is headquartered in Sunnyvale, California.
Valuation and company size within this selection
These summaries use the 37 displayed companies. Each company retains its own market observation date in the ratings table above. Medians are unweighted; they are not a sector index valuation.
Positive P/E and price-to-book values are summarized separately. Missing, zero and negative values are excluded from those medians, with the included count shown. A lower multiple alone does not establish better value: profitability, growth, debt and business mix can differ.
Show the table · 5 rows, 3 columns
Scroll sideways to compare all columns. Select a heading to sort.
| Median market capitalization | $107,911,387.95 | 37 / 37 displayed companies |
| Median positive P/E (TTM) | 17.99 | 9 / 37 displayed companies |
| Median positive price / book | 1.75 | 34 / 37 displayed companies |
| Largest company by market cap | Nebius Group N.V. Class A Ordinary Shares (NBIS) | $35,202,532,178.82 |
| Largest company's share of displayed market cap | 50.56% | Sum of displayed market caps; not portfolio weights or revenue exposure |
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Other business classifications in the list
A company can appear in several product and revenue classifications. These overlapping memberships help identify different business mixes to investigate; they are not verified revenue shares or mutually exclusive subindustries.
Show the table · 5 rows, 2 columns
| Additional classification | Matching displayed companies |
|---|---|
| Artificial Intelligence | 37 / 37 |
| Technology | 37 / 37 |
| Software | 35 / 37 |
| Enterprise Software | 32 / 37 |
| Saas | 24 / 37 |
No matching rows. Clear the filter to see all records.
Dates and coverage
Report dates range from 2025-12-31 to 2025-12-31. Market observations range from 2026-11-06 to 2026-11-06. These dates may differ across companies. Daily closes are not synchronized live quotes.
The selection includes 0 companies without a report, 0 with invalid latest rating metadata, 0 with older reports, 2 with missing required fundamentals and 0 with out-of-date market observations. Missing companies receive no substitute score.
How the ranking is built
The ranking uses the latest stored report at or before the refresh cutoff for each active eligible company. The report date, fiscal year/period and producing model remain visible. The latest invalid score is excluded; an older favorable score does not replace it. Publication policy stock-ratings-v1 accepts report ages up to 550 days and market observations up to 10 calendar days, with a positive close and market capitalization. Optional missing ratios remain not reported.
Report ages can differ substantially, particularly between annual and quarterly reports. Different producing models may also use different judgments. Read the date, fiscal period and model before comparing scores. Private report analysis and account data are not published here.
A refresh reads existing reports and market data. It does not rerun a model or create a new analysis. Compare business fundamentals and your own research constraints alongside the score before making a decision.