Entity dossier · Nº 010
Strong efficiency gains in AI hardware; rapid capex growth but no velocity metrics; supportive clean-energy policy positions. Model synthesis · opinion
3.0 GW average power · 25.91 TWh/yr energy consumed (2023).
K = (log₁₀P − 6) / 10 with P in watts. Humanity today ≈ K 0.73. Computed in code from the reported figure — source: gstatic.com/gumdrop/sustainability/google-2024-environmen....
Index composition
65% measured · 35% opinion · methodIndex = weighted mean of the scored categories (weights renormalized over what was scored) · coverage 68% · confidence 45% · measured share 66% of the scored weight (opinion 34%). No “overall” is asked of the model. Scores are AI-assisted (disclosures).
Every published measurement, newest first. N is the run on the leaderboard now; failed attempts are not shown. Unranked runs show no Index; Δ and the Index trend compare ranked runs only.
A trend line appears after the second published run.
| Run | Published | Index | Δ | K-equiv | Method | View |
|---|---|---|---|---|---|---|
| N current | 2026-10-10 | 6.4 | — | 0.347 | pipeline-v2.9 · weights-v1 · rubrics-v1 | viewing |
Joules · weight 30%
Reported energy consumed: 25,910,500 MWh (2023) = 25.91 TWh/yr → 3.0 GW average → score 6.2, K = 0.347.
Total energy consumption MWh 12,801,900 15,492,000 18,639,900 22,367,100 25,910,500gstatic.com · fetched 2026-10-10 ↗
Watts of thought · weight 20%
No verified operating data-center capacity was found, so this category is unscored.
Slope · weight 15%
Compound annual growth: capex +43%/yr over 3y, revenue +14%/yr over 2y → score 7.5. Not available: energy (confidence reduced).
Opinion · Capability · weight 15%
3x computing power per energy unit and 3x carbon-efficiency gains on TPU AI workloads show material capability/cost improvements [E287][E288].
Google data centers are 1.5x more energy efficient and deliver 3x more computing power per unit of electrical powerstatic.googleusercontent.com · fetched 2026-10-10 ↗
more efficient TPU hardware design has led to a 3x improvement in the carbon-efficiency of AI workloadscloud.google.com · fetched 2026-10-10 ↗
Opinion · Shipping · weight 12%
No evidence on deployment cadence, timelines or first-of-a-kind builds.
Opinion · Policy · weight 8%
Public 24/7 CFE goal by 2030 and advocacy for hourly matching in EU directives support clean energy build-out [E289][E290].
By 2030, data centers will run on 24/7 carbon- free energystatic.googleusercontent.com · fetched 2026-10-10 ↗
advocate for the inclusion of time-stamping for Guarantees of Origin in the EU Renewable Energy Directive—enabling hourly CFE matchinggstatic.com · fetched 2026-10-10 ↗
| Metric | Value | Period | Source |
|---|---|---|---|
| Capital expenditure | 91,447,000,000 USD | FY2025 | sec.gov ↗ SEC XBRL |
| Capital expenditure | 52,535,000,000 USD | FY2024 | sec.gov ↗ SEC XBRL |
| Capital expenditure | 32,251,000,000 USD | FY2023 | sec.gov ↗ SEC XBRL |
| Capital expenditure | 31,485,000,000 USD | FY2022 | sec.gov ↗ SEC XBRL |
| Revenue | 402,836,000,000 USD | FY2025 | sec.gov ↗ SEC XBRL |
| Revenue | 350,018,000,000 USD | FY2024 | sec.gov ↗ SEC XBRL |
| Revenue | 307,394,000,000 USD | FY2023 | sec.gov ↗ SEC XBRL |
| Revenue | 257,637,000,000 USD | FY2021 | sec.gov ↗ SEC XBRL |
| Energy consumed | 25,910,500 MWh | 2023 | gstatic.com ↗ |
| Electricity consumed | 25,307,000 MWh | 2023 | gstatic.com ↗ |
| Capital expenditure | 91,447 USD millions | 2025 | sec.gov ↗ |
4 other candidate links were rejected (dead, soft-404, blocked or unreadable) and are not shown.
| Stage | Status | Time | Web searches |
|---|---|---|---|
| resolve | succeeded | 5.7 s | 2 |
| research | succeeded | 18 s | 5 |
| edgar | succeeded | 0.4 s | — |
| fetch | succeeded | 1m 04s | — |
| extract | succeeded | 18 s | — |
| compute | succeeded | 0.0 s | — |
| judge | succeeded | 9.4 s | — |
| aggregate | succeeded | 0.0 s | — |
pipeline-v2.9 · prompts-v2.5 · rubrics-v1 · weights-v1 · bundle f7ca9a5c4a2a · code eb7ac43