Artul.ai › Lab rankings › Analyst pushback
Lab ranking · calls in the last 120 days
Analyst pushback on earnings calls.
How hard the analysts pressed: follow-ups, two-part questions, challenges. A typical call lands between 5 and 10 of 22 checks; the median is 7.
The most
| # | Company | Call | Result |
|---|---|---|---|
| 1 | STLA Stellantis N.V. | Q2 2026 · 2026-08-03 | 20 |
| 2 | BG Bunge Limited | Q2 2026 · 2026-08-07 | 18 |
| 3 | INGR Ingredion Incorporated | Q2 2026 · 2026-08-11 | 17 |
| 4 | GPK Graphic Packaging Holding Company | Q2 2026 · 2026-08-11 | 17 |
| 5 | STLA Stellantis N.V. | Q2 2026 · 2026-07-30 | 17 |
| 6 | QUBT Quantum Computing Inc. | Q2 2026 · 2026-08-17 | 16 |
| 7 | MCHP Microchip Technology Incorporated | Q1 2027 · 2026-08-13 | 16 |
| 8 | CBT Cabot Corporation | Q3 2026 · 2026-08-10 | 16 |
| 9 | TU TELUS Corporation | Q2 2026 · 2026-08-07 | 16 |
| 10 | SNN Smith & Nephew plc | Q2 2026 · 2026-08-04 | 16 |
| 11 | TELA TELA Bio, Inc. | Q2 2026 · 2026-08-19 | 15 |
| 12 | CTEV Claritev | Q2 2026 · 2026-08-14 | 15 |
| 13 | FA First Advantage Corporation | Q2 2026 · 2026-08-13 | 15 |
| 14 | FOUR Shift4 Payments, Inc. | Q2 2026 · 2026-08-13 | 15 |
| 15 | AORT Artivion, Inc. | Q2 2026 · 2026-08-13 | 15 |
| 16 | EQX Equinox Gold Corp. | Q2 2026 · 2026-08-12 | 15 |
| 17 | BRKR Bruker Corporation | Q2 2026 · 2026-08-11 | 15 |
| 18 | AZTA Azenta, Inc. | Q3 2026 · 2026-08-11 | 15 |
| 19 | HY Hyster-Yale Materials Handling, In | Q2 2026 · 2026-08-11 | 15 |
| 20 | FIS Fidelity National Information Serv | Q2 2026 · 2026-08-11 | 15 |
| 21 | SYY Sysco Corporation | Q4 2026 · 2026-08-11 | 15 |
| 22 | JCI Johnson Controls International plc | Q3 2026 · 2026-08-07 | 15 |
| 23 | LRCX Lam Research Corporation | Q4 2026 · 2026-08-07 | 15 |
| 24 | HSY The Hershey Company | Q2 2026 · 2026-08-03 | 15 |
| 25 | LKQ LKQ | Q2 2026 · 2026-07-30 | 15 |
The least
Method. A literal count over the executives' words in the transcript, identical for every company. Calls under 2,500 words or without a parsed Q&A are left out. Grades and verdicts are not shown here; open a company to see its full lab sheet.
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