| 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, 15:26 | anthropic | haiku | acme-web | - | 177,326 / 125,569 | - | €0.83 | 66 g | 1.0 L | 176 Wh |
| 20 Jul 2026, 15:25 | anthropic | sonnet | roadmap-tools | - | 112,425 / 122,874 | - | €2.05 | 138 g | 2.2 L | 366 Wh |
| 20 Jul 2026, 15:23 | anthropic | sonnet | data-pipeline | - | 182,176 / 302,577 | - | €4.53 | 328 g | 5.2 L | 871 Wh |
| 20 Jul 2026, 15:21 | anthropic | haiku | acme-app | - | 259,498 / 133,172 | - | €1.00 | 73 g | 1.2 L | 194 Wh |
| 20 Jul 2026, 15:18 | anthropic | sonnet | acme-app | - | 114,397 / 190,473 | - | €2.75 | 204 g | 3.2 L | 543 Wh |
| 20 Jul 2026, 15:17 | anthropic | sonnet | acme-app | - | 105,317 / 239,003 | - | €3.10 | 249 g | 3.9 L | 661 Wh |
| 20 Jul 2026, 15:15 | anthropic | opus | acme-app | - | 30,995 / 82,872 | - | €2.86 | 175 g | 2.8 L | 466 Wh |
| 20 Jul 2026, 15:15 | anthropic | sonnet | design-system | - | 61,420 / 162,257 | - | €2.06 | 168 g | 2.7 L | 446 Wh |
| 20 Jul 2026, 15:13 | anthropic | opus | spec-workshop | - | 162,376 / 220,364 | - | €8.39 | 480 g | 7.6 L | 1.3 kWh |
| 20 Jul 2026, 15:13 | anthropic | sonnet | acme-app | - | 187,447 / 424,306 | - | €5.60 | 444 g | 7.0 L | 1.2 kWh |
| 20 Jul 2026, 15:13 | anthropic | opus | roadmap-tools | - | 74,250 / 182,375 | - | €6.42 | 388 g | 6.1 L | 1.0 kWh |
| 20 Jul 2026, 15:12 | anthropic | opus | acme-api | - | 60,500 / 112,204 | - | €3.98 | 239 g | 3.8 L | 636 Wh |
| 20 Jul 2026, 15:11 | anthropic | sonnet | spec-workshop | - | 26,067 / 67,314 | - | €0.90 | 71 g | 1.1 L | 188 Wh |
| 20 Jul 2026, 15:09 | anthropic | fable | acme-api | - | 20,614 / 40,117 | - | €3.39 | 180 g | 2.8 L | 479 Wh |
| 20 Jul 2026, 15:06 | anthropic | opus | spec-workshop | - | 70,494 / 144,484 | - | €5.94 | 322 g | 5.1 L | 855 Wh |
| 20 Jul 2026, 15:06 | anthropic | opus | spec-workshop | - | 62,017 / 102,316 | - | €3.74 | 220 g | 3.5 L | 586 Wh |
| 20 Jul 2026, 15:04 | anthropic | haiku | acme-web | - | 49,149 / 26,360 | - | €0.20 | 15 g | 230 mL | 39 Wh |
| 20 Jul 2026, 15:01 | anthropic | sonnet | design-system | - | 140,169 / 181,100 | - | €2.62 | 195 g | 3.1 L | 517 Wh |
| 20 Jul 2026, 15:01 | anthropic | sonnet | acme-app | - | 262,425 / 447,856 | - | €5.90 | 469 g | 7.4 L | 1.2 kWh |
| 20 Jul 2026, 15:01 | anthropic | opus | ml-experiments | - | 49,366 / 100,796 | - | €4.06 | 223 g | 3.5 L | 593 Wh |
| 20 Jul 2026, 15:00 | anthropic | sonnet | - | - | 171,364 / 30,651 | - | €0.63 | 38 g | 603 mL | 101 Wh |
| 20 Jul 2026, 14:58 | anthropic | sonnet | dbt-models | - | 109,489 / 167,779 | - | €2.54 | 182 g | 2.9 L | 485 Wh |
| 20 Jul 2026, 14:57 | anthropic | sonnet | dbt-models | - | 142,823 / 276,285 | - | €4.18 | 300 g | 4.7 L | 798 Wh |
| 20 Jul 2026, 14:55 | anthropic | sonnet | ml-experiments | - | 75,501 / 119,903 | - | €1.70 | 128 g | 2.0 L | 340 Wh |
| 20 Jul 2026, 14:55 | anthropic | opus | acme-app | - | 82,760 / 127,955 | - | €4.74 | 277 g | 4.4 L | 735 Wh |
| 20 Jul 2026, 14:55 | anthropic | opus | design-system | - | 13,328 / 25,545 | - | €1.02 | 56 g | 891 mL | 150 Wh |
| 20 Jul 2026, 14:55 | anthropic | sonnet | acme-app | - | 34,655 / 60,459 | - | €0.88 | 65 g | 1.0 L | 173 Wh |
| 20 Jul 2026, 14:53 | anthropic | sonnet | data-pipeline | - | 93,671 / 132,871 | - | €2.11 | 147 g | 2.3 L | 389 Wh |
| 20 Jul 2026, 14:52 | anthropic | haiku | design-system | - | 375,854 / 200,470 | - | €1.50 | 110 g | 1.7 L | 292 Wh |
| 20 Jul 2026, 14:52 | anthropic | opus | acme-app | - | 358,776 / 431,866 | - | €18.78 | 980 g | 15.5 L | 2.6 kWh |
| 20 Jul 2026, 14:52 | anthropic | sonnet | acme-web | - | 55,649 / 110,939 | - | €1.67 | 120 g | 1.9 L | 320 Wh |
| 20 Jul 2026, 14:48 | anthropic | opus | data-pipeline | - | 135,661 / 257,480 | - | €8.88 | 545 g | 8.6 L | 1.4 kWh |
| 20 Jul 2026, 14:48 | anthropic | sonnet | brand-site | - | 64,477 / 126,021 | - | €1.84 | 135 g | 2.1 L | 360 Wh |
| 20 Jul 2026, 14:48 | anthropic | opus | data-pipeline | - | 16,325 / 32,883 | - | €1.25 | 71 g | 1.1 L | 190 Wh |
| 20 Jul 2026, 14:46 | anthropic | fable | roadmap-tools | - | 126,330 / 225,802 | - | €16.33 | 969 g | 15.3 L | 2.6 kWh |
| 20 Jul 2026, 14:46 | anthropic | sonnet | acme-app | - | 392,865 / 646,739 | - | €8.71 | 681 g | 10.8 L | 1.8 kWh |
| 20 Jul 2026, 14:43 | anthropic | sonnet | dbt-models | - | 150,633 / 188,820 | - | €3.08 | 210 g | 3.3 L | 559 Wh |
| 20 Jul 2026, 14:40 | anthropic | haiku | data-pipeline | - | 83,556 / 48,626 | - | €0.35 | 26 g | 418 mL | 70 Wh |
| 20 Jul 2026, 14:40 | anthropic | sonnet | ml-experiments | - | 148,049 / 254,867 | - | €3.43 | 268 g | 4.2 L | 713 Wh |
| 20 Jul 2026, 14:39 | anthropic | opus | data-pipeline | - | 77,538 / 135,593 | - | €4.79 | 289 g | 4.6 L | 769 Wh |
| 20 Jul 2026, 14:38 | anthropic | opus | ml-experiments | - | 28,857 / 47,586 | - | €1.72 | 102 g | 1.6 L | 271 Wh |
| 20 Jul 2026, 14:36 | anthropic | sonnet | acme-app | - | 88,129 / 157,714 | - | €2.43 | 172 g | 2.7 L | 458 Wh |
| 20 Jul 2026, 14:35 | anthropic | haiku | acme-api | - | 366,959 / 256,054 | - | €1.72 | 136 g | 2.1 L | 362 Wh |
| 20 Jul 2026, 14:34 | anthropic | sonnet | acme-api | - | 224,930 / 646,875 | - | €8.46 | 674 g | 10.7 L | 1.8 kWh |
| 20 Jul 2026, 14:33 | anthropic | sonnet | ml-experiments | - | 132,256 / 247,377 | - | €3.41 | 262 g | 4.1 L | 696 Wh |
| 20 Jul 2026, 14:27 | anthropic | opus | spec-workshop | - | 189,996 / 363,882 | - | €13.42 | 785 g | 12.4 L | 2.1 kWh |
| 20 Jul 2026, 14:26 | anthropic | sonnet | acme-app | - | 158,980 / 450,674 | - | €6.39 | 480 g | 7.6 L | 1.3 kWh |
| 20 Jul 2026, 14:24 | anthropic | sonnet | acme-app | - | 200,452 / 328,830 | - | €4.88 | 355 g | 5.6 L | 945 Wh |
| 20 Jul 2026, 14:23 | anthropic | sonnet | acme-app | - | 28,874 / 33,859 | - | €0.60 | 39 g | 610 mL | 103 Wh |
| 20 Jul 2026, 14:23 | anthropic | sonnet | ml-experiments | - | 75,357 / 198,045 | - | €2.84 | 212 g | 3.3 L | 563 Wh |