| 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 |
|---|
| 17 Jul 2026, 14:12 | anthropic | sonnet | acme-web | - | 23,260 / 36,823 | - | €0.53 | 40 g | 625 mL | 105 Wh |
| 17 Jul 2026, 14:10 | anthropic | opus | dbt-models | - | 53,210 / 99,628 | - | €4.03 | 221 g | 3.5 L | 586 Wh |
| 17 Jul 2026, 14:08 | anthropic | sonnet | mobile-app | - | 88,870 / 185,826 | - | €2.48 | 195 g | 3.1 L | 518 Wh |
| 17 Jul 2026, 14:07 | anthropic | opus | acme-app | - | 99,710 / 150,495 | - | €5.16 | 319 g | 5.0 L | 847 Wh |
| 17 Jul 2026, 14:06 | anthropic | sonnet | ml-experiments | - | 35,475 / 43,333 | - | €0.69 | 48 g | 756 mL | 127 Wh |
| 17 Jul 2026, 14:03 | anthropic | sonnet | ml-experiments | - | 49,257 / 105,933 | - | €1.56 | 114 g | 1.8 L | 303 Wh |
| 17 Jul 2026, 14:02 | anthropic | sonnet | design-system | - | 143,668 / 185,535 | - | €3.04 | 207 g | 3.3 L | 549 Wh |
| 17 Jul 2026, 14:02 | anthropic | sonnet | spec-workshop | - | 79,003 / 145,433 | - | €2.16 | 157 g | 2.5 L | 418 Wh |
| 17 Jul 2026, 14:01 | anthropic | sonnet | acme-app | - | 250,038 / 359,958 | - | €5.03 | 383 g | 6.0 L | 1.0 kWh |
| 17 Jul 2026, 14:01 | anthropic | sonnet | acme-app | - | 202,647 / 337,712 | - | €4.66 | 358 g | 5.7 L | 951 Wh |
| 17 Jul 2026, 13:59 | anthropic | sonnet | acme-app | - | 40,589 / 46,099 | - | €0.74 | 51 g | 809 mL | 136 Wh |
| 17 Jul 2026, 13:58 | anthropic | sonnet | data-pipeline | - | 265,239 / 389,140 | - | €5.98 | 425 g | 6.7 L | 1.1 kWh |
| 17 Jul 2026, 13:52 | anthropic | sonnet | spec-workshop | - | 173,171 / 275,302 | - | €3.89 | 294 g | 4.6 L | 780 Wh |
| 17 Jul 2026, 13:46 | anthropic | haiku | design-system | - | 306,257 / 152,776 | - | €1.16 | 84 g | 1.3 L | 224 Wh |
| 17 Jul 2026, 13:44 | anthropic | sonnet | acme-web | - | 100,244 / 172,097 | - | €2.50 | 185 g | 2.9 L | 492 Wh |
| 17 Jul 2026, 13:43 | anthropic | sonnet | spec-workshop | - | 151,613 / 270,077 | - | €3.67 | 285 g | 4.5 L | 757 Wh |
| 17 Jul 2026, 13:38 | anthropic | opus | spec-workshop | - | 210,140 / 284,319 | - | €11.19 | 626 g | 9.9 L | 1.7 kWh |
| 17 Jul 2026, 13:37 | anthropic | haiku | design-system | - | 78,948 / 63,186 | - | €0.40 | 33 g | 522 mL | 88 Wh |
| 17 Jul 2026, 13:33 | anthropic | sonnet | roadmap-tools | - | 82,062 / 144,165 | - | €2.17 | 156 g | 2.5 L | 416 Wh |
| 17 Jul 2026, 13:32 | anthropic | sonnet | acme-app | - | 242,022 / 456,500 | - | €7.07 | 499 g | 7.9 L | 1.3 kWh |
| 17 Jul 2026, 13:25 | anthropic | sonnet | data-pipeline | - | 88,737 / 141,811 | - | €1.98 | 151 g | 2.4 L | 401 Wh |
| 17 Jul 2026, 13:25 | anthropic | haiku | spec-workshop | - | 164,178 / 129,927 | - | €0.87 | 69 g | 1.1 L | 183 Wh |
| 17 Jul 2026, 13:25 | anthropic | haiku | roadmap-tools | - | 310,569 / 177,035 | - | €1.24 | 95 g | 1.5 L | 253 Wh |
| 17 Jul 2026, 13:22 | anthropic | sonnet | acme-app | - | 256,755 / 441,639 | - | €5.89 | 464 g | 7.3 L | 1.2 kWh |
| 17 Jul 2026, 13:17 | anthropic | sonnet | dbt-models | - | 124,246 / 248,408 | - | €3.52 | 265 g | 4.2 L | 704 Wh |
| 17 Jul 2026, 13:16 | anthropic | opus | acme-app | - | 54,913 / 87,770 | - | €3.67 | 197 g | 3.1 L | 522 Wh |
| 17 Jul 2026, 13:13 | anthropic | sonnet | ml-experiments | - | 45,234 / 86,622 | - | €1.12 | 90 g | 1.4 L | 240 Wh |
| 17 Jul 2026, 13:12 | anthropic | sonnet | acme-web | - | 21,092 / 38,806 | - | €0.57 | 42 g | 660 mL | 111 Wh |
| 17 Jul 2026, 13:12 | anthropic | sonnet | acme-api | - | 90,385 / 124,819 | - | €1.93 | 137 g | 2.2 L | 363 Wh |
| 17 Jul 2026, 13:04 | anthropic | sonnet | acme-app | - | 154,885 / 273,928 | - | €3.71 | 289 g | 4.6 L | 767 Wh |
| 17 Jul 2026, 13:04 | anthropic | opus | data-pipeline | - | 59,822 / 104,683 | - | €3.65 | 222 g | 3.5 L | 591 Wh |
| 17 Jul 2026, 13:02 | anthropic | sonnet | brand-site | - | 63,637 / 160,876 | - | €2.27 | 171 g | 2.7 L | 455 Wh |
| 17 Jul 2026, 13:01 | anthropic | fable | acme-app | - | 56,728 / 84,790 | - | €7.19 | 381 g | 6.0 L | 1.0 kWh |
| 17 Jul 2026, 13:00 | anthropic | haiku | ml-experiments | - | 333,164 / 159,327 | - | €1.24 | 89 g | 1.4 L | 235 Wh |
| 17 Jul 2026, 13:00 | anthropic | sonnet | infra-terraform | - | 142,698 / 266,305 | - | €3.56 | 280 g | 4.4 L | 743 Wh |
| 17 Jul 2026, 12:55 | anthropic | sonnet | mobile-app | - | 210,007 / 394,029 | - | €5.54 | 419 g | 6.6 L | 1.1 kWh |
| 17 Jul 2026, 12:55 | anthropic | opus | data-pipeline | - | 57,663 / 110,758 | - | €3.91 | 236 g | 3.7 L | 627 Wh |
| 17 Jul 2026, 12:52 | anthropic | haiku | design-system | - | 168,081 / 92,949 | - | €0.67 | 50 g | 798 mL | 134 Wh |
| 17 Jul 2026, 12:51 | anthropic | sonnet | design-system | - | 39,383 / 65,578 | - | €1.10 | 73 g | 1.2 L | 195 Wh |
| 17 Jul 2026, 12:51 | anthropic | opus | acme-app | - | 94,768 / 170,912 | - | €7.11 | 382 g | 6.0 L | 1.0 kWh |
| 17 Jul 2026, 12:43 | anthropic | sonnet | data-pipeline | - | 374,104 / 656,916 | - | €9.16 | 698 g | 11.0 L | 1.9 kWh |
| 17 Jul 2026, 12:41 | anthropic | sonnet | acme-app | - | 243,335 / 664,549 | - | €9.40 | 707 g | 11.2 L | 1.9 kWh |
| 17 Jul 2026, 12:39 | anthropic | sonnet | mobile-app | - | 84,198 / 138,276 | - | €2.03 | 149 g | 2.4 L | 396 Wh |
| 17 Jul 2026, 12:38 | anthropic | haiku | roadmap-tools | - | 31,260 / 28,084 | - | €0.18 | 15 g | 232 mL | 39 Wh |
| 17 Jul 2026, 12:38 | anthropic | opus | acme-api | - | 78,825 / 111,871 | - | €4.13 | 242 g | 3.8 L | 642 Wh |
| 17 Jul 2026, 12:32 | anthropic | haiku | ml-experiments | - | 133,822 / 108,437 | - | €0.71 | 57 g | 901 mL | 152 Wh |
| 17 Jul 2026, 12:27 | anthropic | fable | acme-app | - | 112,381 / 149,805 | - | €13.45 | 687 g | 10.9 L | 1.8 kWh |
| 17 Jul 2026, 12:21 | anthropic | haiku | ml-experiments | - | 139,623 / 93,101 | - | €0.63 | 49 g | 782 mL | 131 Wh |
| 17 Jul 2026, 12:20 | anthropic | haiku | design-system | - | 332,028 / 139,722 | - | €1.12 | 79 g | 1.2 L | 209 Wh |
| 17 Jul 2026, 12:18 | anthropic | sonnet | acme-app | - | 73,805 / 144,592 | - | €2.03 | 154 g | 2.4 L | 409 Wh |