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17 Education & Technology Group Inc.
17 Education & Technology Group Inc.. Spoken Alpha tracks YQ's earnings calls, guidance changes, and executive accountability over time.
Spoken Alpha tracks YQ's historical accountability: how often management beat consensus, how the stock reacted, and how guidance evolved across the cycle. The figures below are illustrative placeholder data generated for layout — they will be replaced with real deviation metrics, True Consensus values, and EODHD price reactions as those data layers land.
Beats consensus 10/10 quarters but stock falls 70% of the time
SampleWhen a company consistently beats but the stock doesn't react, consensus is usually set too low or the buy-side number is materially above sell-side. Watch for guidance walk-downs ahead of the print.
Raised guidance 8 quarters in a row
SampleConsecutive raises tighten the bar quarter over quarter. Watch the most recent print for the magnitude of the beat — a smaller beat against a higher bar is the early signal that the regime is breaking.
The same data on this page is available as a machine-readable feed via the Spoken Alpha API. One call returns the IR URL, recent transcripts, and accountability scores for YQ.
curl https://api.spokenalpha.com/v1/companies/YQ| Quarter | Actual EPS | Consensus | Surprise | 1D | 5D |
|---|---|---|---|---|---|
| Q1 FY2026 | $3.71 | $3.12 | +19.0% | -5.0% | -3.2% |
| Q4 FY2026 | $3.93 | $3.15 | +24.8% | -2.5% | -4.2% |
| Q3 FY2026 | $3.78 | $3.08 | +22.7% | +0.1% | +3.1% |
| Q2 FY2026 | $3.79 | $3.40 | +11.4% | -6.4% | -4.4% |
| Q1 FY2025 | $3.70 | $3.24 | +14.2% | -5.5% | -5.9% |
| Q4 FY2025 | $4.04 | $3.40 | +18.8% | -6.2% | -8.8% |
| Q3 FY2025 | $3.70 | $3.23 | +14.6% | -3.8% | -0.9% |
| Q2 FY2025 | $3.66 | $3.22 | +13.8% | +2.6% | +3.5% |
| Q1 FY2024 | $3.65 | $3.27 | +11.7% | +2.8% | +0.1% |
| Q4 FY2024 | $4.17 | $3.50 | +19.2% | -0.8% | -0.1% |