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Say vs Do · monthly

What leadership said about AI on earnings calls (above the line, stacked by event type) vs how many AI roles the company actually posted (below the line). Each side scales to its own peak — read shape, not absolute height.

Aug'25 · Launch: 1Aug'25 · Thesis: 1Aug'25 · Metric: 2Aug'25 · Risk: 1Aug'25 · Other: 1Nov'25 · Launch: 1Nov'25 · Thesis: 2Nov'25 · Metric: 2Jan'26 · Launch: 2Feb'26 · Launch: 2Feb'26 · Thesis: 1Feb'26 · Metric: 1Feb'26 · Risk: 1Apr'26 · 1 new AI roleMay'26 · Launch: 2May'26 · Thesis: 1May'26 · Metric: 1May'26 · Risk: 1May'26 · Other: 16 events1 hiresAug'25Oct'25Jan'26Apr'26May'26
LaunchThesisMetricRiskOthernew AI roles

Stage maturity by quarter

Trajectory events (left half, cyan) vs active AI roles posted (right half, slate), bucketed by stage. Darker cell = more activity for this company.

2025 Q3
2025 Q4
2026 Q1
2026 Q2
L6 Ship
1
4
5
4
L5 Eval Gate
1
Type
AllLaunch · 9Metric · 6Thesis · 5Risk · 3Other · 2
  1. 2026-05-04Metric

    Duolingo published 20,500 course units in Q1, more than tenfold the historical rate two years ago, enabled by AI acceleration.

    fool.com ↗ · 1w ago
  2. 2026-02-26MetricServe

    Management notes that AI inference costs for video call features have decreased significantly, enabling the expansion of these features to lower-priced subscription tiers.

    fool.com ↗ · Feb 26
  3. 2025-11-05MetricShip

    Duolingo Max subscribers accounted for 9% of total subscribers in Q3 2025, with bookings for the tier doubling year-over-year.

    fool.com ↗ · Nov '25
L4 Agent
L3 Serve
2
1
2
1
L2 Post-train
1
1
L1 Pretrain
1
L0 Data
1
eventsactive roles
2025-11-05MetricServe

Management reported that AI-related inference costs have declined naturally without specific optimization efforts.

“AI-related costs have declined 'just without us doing anything'”— Luis von Ahn
fool.com ↗ · Nov '25
  • 2025-08-06MetricEval Gate

    Duolingo is optimizing the Max Video Call feature using a new metric: average number of words spoken per Max subscriber.

    fool.com ↗ · Aug '25
  • 2025-08-06MetricServe

    Gross margin outperformed expectations due to lower AI-related costs, specifically reduced API call and token expenses.

    fool.com ↗ · Aug '25
  • Duolingo

    Duolingo

    Consumer · AI language learning

    HQ
    Pittsburgh, US
    Website
    duolingo.com

    Currently tracking 1 active AI role, up 24% versus the prior 4 weeks. Primary focus: Post-train · Engineering. Salary range $221k–$331k (avg $276k).

    Hiring
    1 / 1
    Momentum (4w)
    ↑+4 +24%
    21 opens last 4w · 17 prior 4w
    Salary range · avg $276k
    $221k–$331k
    USD · disclosed roles only
    Tracked since
    2w ago
    last role yesterday
    Hiring velocityscroll left for older weeks
    1 new role
    Jan 27
    2 new roles
    Oct 6
    1 new role
    13
    1 new role
    27
    1 new role
    Nov 3
    1 new role
    Dec 1
    1 new role
    8
    1 new role
    Jan 5
    2 new roles
    12
    4 new roles
    19
    4 new roles
    26
    8 new roles
    Feb 2
    1 new role
    9
    1 new role
    16
    2 new roles
    23
    10 new roles
    Mar 2
    4 new roles
    9
    4 new roles
    16
    5 new roles
    23
    6 new roles
    30
    2 new roles
    Apr 6
    4 new roles
    13
    8 new roles
    20
    9 new roles
    27
    2 new roles
    May 4
    2 new roles
    11