| Top members | CO₂ | Change |
|---|---|---|
| Antoine Bernard | 87.3 kg | 71% |
| Gabriel Robert▲1 | 47 kg | 17% |
| Julien Moreau▲1 | 43.1 kg | 30% |
| Ulysse Girard▼2 | 39.6 kg | 10% |
| Yasmine Lambert | 34.2 kg | 11% |
| Élodie Dubois▲2 | 25.5 kg | 74% |
| Léa Simon▲21 | 25 kg | 1694% |
| Manon Michel▼2 | 20.6 kg | 21% |
| Paul Roux▼2 | 17.3 kg | 14% |
| Baptiste Vincent▲13 | 17 kg | 747% |
| Hugo Richardoutside top 10▲6 | 11.6 kg | 142% |
| Camille Petitoutside top 10▼3 | 8.9 kg | 53% |
| Florent Thomasoutside top 10▼5 | 8.7 kg | 42% |
| Quentin Davidoutside top 10▼7 | 8.7 kg | 10% |
| Fabien Blancoutside top 10▲6 | 8.4 kg | 447% |
| Océane Leroyoutside top 10▼4 | 7.9 kg | 49% |
| Nathan Lefebvreoutside top 10▼10 | 5.4 kg | 7% |
| Romane Bertrandoutside top 10▼11 | 4 kg | 32% |
| Sarah Moreloutside top 10▼4 | 3.2 kg | 99% |
| Ugo Renaudoutside top 10▲1 | 2.3 kg | 102% |
| Pierre Marchandoutside top 10▼4 | 2.2 kg | 44% |
| Karim Laurentoutside top 10▲14 | 1.1 kg | 7724% |
| Adèle Rousseauoutside top 10▼5 | 575 g | 17% |
| Olivia Perrinoutside top 10▼16 | 389 g | 65% |
| Other | 226 g | 39% |
Whole organisation over the selected period and provider, selections aside.
| Model | Tokens | CO₂ | Cost | g CO₂e / M tok | € / M tok |
|---|---|---|---|---|---|
| Claude SonnetAnthropic | 37% | 18% | 28% | 10 g | €0.34 |
| Claude OpusAnthropic | 32% | 31% | 45% | 20 g | €0.65 |
| Claude HaikuAnthropic | 18% | 4% | 6% | 5 g | €0.15 |
| GPT-5.6 SolOpenAI | 5% | 23% | 9% | 99 g | €0.90 |
| Claude FableAnthropic | 4% | 7% | 9% | 40 g | €1.17 |
| GPT-5.6 TerraOpenAI | 1% | 2% | 2% | 32 g | €0.47 |
| Gemini 2.5 FlashGoogle | 1% | 9% | 1% | 149 g | €0.39 |
| Llama 3.3 70BMeta | 0% | 1% | 0% | 32 g | €0.53 |
| Gemini 2.5 ProGoogle | 0% | 4% | 0% | 2.1 kg | €2.09 |
| DeepSeek V4.1 FlashDeepSeek | 0% | 2% | 0% | 1.8 kg | €0.29 |
List price and CO₂e per million generated tokens, for the 33 current registry models. Your models are filled, the others hollow.
| Provider | Cost | CO2 |
|---|---|---|
| Anthropic | €10,169 | 318.7 kgderived |
| OpenAI | €1,274 | 132 kgderived |
| €145 | 68.5 kgderived | |
| Meta | €45 | 2.8 kgderived |
| DeepSeek | €2 | 10.6 kgderived |
| Feature | Cost | CO2 |
|---|---|---|
| Unattributed | €11,634 | 532.5 kgderived |
Subscriptions save you ~€4,517 over the period.
This demo runs on sample data. We set this dashboard up on your real data during the engagement, with a monthly review of the figures.
Book 30 minutes →14 smaller ones to review under Members.
Per-person detail in the Members ranking → (actual cost / API equiv., columns shown on wide screens).
| Feature |
|---|
| Tokens in / out |
|---|
| Latency |
|---|
| Cost |
|---|
| CO₂ |
|---|
| Water |
|---|
| Energy |
|---|
| 20 Jul 2026, 11:28 | anthropic | haiku | brand-site | - | 202,972 / 86,615 | - | €0.72 | 49 g | 778 mL | 131 Wh |
| 20 Jul 2026, 11:27 | anthropic | sonnet | mobile-app | - | 86,060 / 127,511 | - | €2.05 | 141 g | 2.2 L | 375 Wh |
| 20 Jul 2026, 11:26 | anthropic | opus | mobile-app | - | 15,403 / 31,142 | - | €1.21 | 68 g | 1.1 L | 181 Wh |
| 20 Jul 2026, 11:26 | anthropic | fable | ml-experiments | - | 123,009 / 143,673 | - | €12.37 | 650 g | 10.3 L | 1.7 kWh |
| 20 Jul 2026, 11:23 | anthropic | sonnet | roadmap-tools | - | 98,304 / 190,135 | - | €2.59 | 201 g | 3.2 L | 533 Wh |
| 20 Jul 2026, 11:18 | anthropic | sonnet | spec-workshop | - | 47,946 / 88,965 | - | €1.30 | 96 g | 1.5 L | 254 Wh |
| 20 Jul 2026, 11:18 | anthropic | fable | mobile-app | - | 47,171 / 60,181 | - | €5.51 | 278 g | 4.4 L | 738 Wh |
| 20 Jul 2026, 11:18 | anthropic | haiku | spec-workshop | - | 190,100 / 146,586 | - | €1.02 | 79 g | 1.2 L | 209 Wh |
| 20 Jul 2026, 11:17 | anthropic | haiku | spec-workshop | - | 143,776 / 105,319 | - | €0.70 | 56 g | 882 mL | 148 Wh |
| 20 Jul 2026, 11:17 | anthropic | sonnet | design-system | - | 54,892 / 108,335 | - | €1.40 | 113 g | 1.8 L | 300 Wh |
| 20 Jul 2026, 11:16 | anthropic | opus | acme-app | - | 113,833 / 247,466 | - | €8.77 | 527 g | 8.3 L | 1.4 kWh |
| 20 Jul 2026, 11:16 | anthropic | sonnet | spec-workshop | - | 122,837 / 209,465 | - | €3.11 | 226 g | 3.6 L | 602 Wh |
| 20 Jul 2026, 11:15 | anthropic | haiku | design-system | - | 148,816 / 111,631 | - | €0.80 | 60 g | 954 mL | 160 Wh |
| 20 Jul 2026, 11:13 | anthropic | haiku | data-pipeline | - | 824,113 / 412,882 | - | €3.10 | 227 g | 3.6 L | 604 Wh |
| 20 Jul 2026, 11:12 | anthropic | haiku | spec-workshop | - | 249,037 / 162,235 | - | €1.13 | 87 g | 1.4 L | 231 Wh |
| 20 Jul 2026, 11:12 | anthropic | sonnet | brand-site | - | 71,917 / 114,578 | - | €1.74 | 125 g | 2.0 L | 331 Wh |
| 20 Jul 2026, 11:11 | anthropic | sonnet | data-pipeline | - | 427,739 / 586,969 | - | €8.46 | 630 g | 10.0 L | 1.7 kWh |
| 20 Jul 2026, 11:11 | anthropic | sonnet | mobile-app | - | 46,959 / 124,183 | - | €1.69 | 131 g | 2.1 L | 348 Wh |
| 20 Jul 2026, 11:10 | anthropic | sonnet | acme-api | - | 208,228 / 352,461 | - | €5.01 | 376 g | 5.9 L | 1.0 kWh |
| 20 Jul 2026, 11:10 | anthropic | haiku | data-pipeline | - | 109,881 / 48,792 | - | €0.39 | 27 g | 434 mL | 73 Wh |
| 20 Jul 2026, 11:08 | anthropic | opus | acme-app | - | 292,682 / 365,736 | - | €14.98 | 815 g | 12.9 L | 2.2 kWh |
| 20 Jul 2026, 11:06 | anthropic | sonnet | acme-web | - | 87,545 / 151,168 | - | €2.14 | 161 g | 2.5 L | 429 Wh |
| 20 Jul 2026, 11:05 | anthropic | haiku | acme-app | - | 80,494 / 59,257 | - | €0.40 | 32 g | 498 mL | 84 Wh |
| 20 Jul 2026, 11:04 | anthropic | sonnet | spec-workshop | - | 127,998 / 193,461 | - | €3.12 | 214 g | 3.4 L | 569 Wh |
| 20 Jul 2026, 11:04 | anthropic | sonnet | spec-workshop | - | 224,874 / 441,718 | - | €6.75 | 481 g | 7.6 L | 1.3 kWh |
| 20 Jul 2026, 11:00 | anthropic | sonnet | data-pipeline | - | 17,586 / 33,828 | - | €0.48 | 36 g | 569 mL | 96 Wh |
| 20 Jul 2026, 11:00 | anthropic | sonnet | dbt-models | - | 137,641 / 325,612 | - | €4.18 | 338 g | 5.3 L | 899 Wh |
| 20 Jul 2026, 10:59 | anthropic | sonnet | spec-workshop | - | 73,815 / 129,305 | - | €1.94 | 140 g | 2.2 L | 372 Wh |
| 20 Jul 2026, 10:59 | anthropic | fable | acme-app | - | 84,570 / 159,755 | - | €11.02 | 676 g | 10.7 L | 1.8 kWh |
| 20 Jul 2026, 10:59 | anthropic | fable | acme-app | - | 51,848 / 94,500 | - | €7.17 | 411 g | 6.5 L | 1.1 kWh |
| 20 Jul 2026, 10:59 | anthropic | sonnet | mobile-app | - | 33,793 / 60,733 | - | €0.84 | 64 g | 1.0 L | 171 Wh |
| 20 Jul 2026, 10:58 | anthropic | fable | dbt-models | - | 27,036 / 42,434 | - | €3.44 | 188 g | 3.0 L | 501 Wh |
| 20 Jul 2026, 10:57 | anthropic | sonnet | ml-experiments | - | 91,885 / 152,302 | - | €2.20 | 163 g | 2.6 L | 434 Wh |
| 20 Jul 2026, 10:56 | anthropic | sonnet | acme-api | - | 65,678 / 90,638 | - | €1.44 | 100 g | 1.6 L | 266 Wh |
| 20 Jul 2026, 10:56 | anthropic | sonnet | acme-app | - | 62,826 / 113,229 | - | €1.61 | 121 g | 1.9 L | 321 Wh |
| 20 Jul 2026, 10:56 | anthropic | sonnet | roadmap-tools | - | 283,031 / 424,529 | - | €6.32 | 459 g | 7.3 L | 1.2 kWh |
| 20 Jul 2026, 10:52 | anthropic | haiku | design-system | - | 154,280 / 83,997 | - | €0.60 | 46 g | 719 mL | 121 Wh |
| 20 Jul 2026, 10:52 | anthropic | sonnet | spec-workshop | - | 58,079 / 110,096 | - | €1.59 | 118 g | 1.9 L | 313 Wh |
| 20 Jul 2026, 10:50 | anthropic | haiku | spec-workshop | - | 699,630 / 410,099 | - | €3.10 | 226 g | 3.6 L | 599 Wh |
| 20 Jul 2026, 10:47 | anthropic | sonnet | data-pipeline | - | 214,133 / 340,936 | - | €5.15 | 370 g | 5.9 L | 985 Wh |
| 20 Jul 2026, 10:46 | anthropic | opus | acme-app | - | 221,619 / 230,487 | - | €9.74 | 519 g | 8.2 L | 1.4 kWh |
| 20 Jul 2026, 10:46 | anthropic | sonnet | dbt-models | - | 130,686 / 233,494 | - | €3.44 | 252 g | 4.0 L | 669 Wh |
| 20 Jul 2026, 10:44 | anthropic | sonnet | acme-app | - | 72,060 / 101,473 | - | €1.47 | 109 g | 1.7 L | 290 Wh |
| 20 Jul 2026, 10:44 | anthropic | opus | acme-api | - | 107,803 / 117,181 | - | €5.06 | 266 g | 4.2 L | 706 Wh |
| 20 Jul 2026, 10:43 | anthropic | opus | dbt-models | - | 108,895 / 181,767 | - | €7.16 | 400 g | 6.3 L | 1.1 kWh |
| 20 Jul 2026, 10:42 | anthropic | sonnet | acme-app | - | 129,230 / 220,873 | - | €2.99 | 233 g | 3.7 L | 619 Wh |
| 20 Jul 2026, 10:41 | anthropic | sonnet | roadmap-tools | - | 110,765 / 149,813 | - | €2.36 | 165 g | 2.6 L | 438 Wh |
| 20 Jul 2026, 10:40 | anthropic | sonnet | ml-experiments | - | 93,861 / 166,646 | - | €2.41 | 179 g | 2.8 L | 475 Wh |
| 20 Jul 2026, 10:36 | anthropic | fable | acme-api | - | 15,154 / 33,769 | - | €2.35 | 143 g | 2.3 L | 381 Wh |
| 20 Jul 2026, 10:36 | anthropic | sonnet | spec-workshop | - | 66,508 / 151,773 | - | €2.05 | 160 g | 2.5 L | 424 Wh |