| 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, 12:37 | anthropic | sonnet | acme-web | - | 26,688 / 41,844 | - | €0.63 | 45 g | 717 mL | 121 Wh |
| 20 Jul 2026, 12:37 | anthropic | sonnet | design-system | - | 70,531 / 99,253 | - | €1.61 | 110 g | 1.7 L | 293 Wh |
| 20 Jul 2026, 12:36 | anthropic | sonnet | mobile-app | - | 228,117 / 505,429 | - | €6.88 | 533 g | 8.4 L | 1.4 kWh |
| 20 Jul 2026, 12:35 | anthropic | haiku | data-pipeline | - | 310,758 / 184,844 | - | €1.33 | 100 g | 1.6 L | 266 Wh |
| 20 Jul 2026, 12:33 | anthropic | sonnet | spec-workshop | - | 186,118 / 266,514 | - | €4.18 | 293 g | 4.6 L | 779 Wh |
| 20 Jul 2026, 12:32 | anthropic | opus | data-pipeline | - | 210,509 / 377,509 | - | €13.30 | 804 g | 12.7 L | 2.1 kWh |
| 20 Jul 2026, 12:28 | anthropic | sonnet | acme-web | - | 69,685 / 98,097 | - | €1.52 | 107 g | 1.7 L | 285 Wh |
| 20 Jul 2026, 12:28 | anthropic | sonnet | mobile-app | - | 89,841 / 177,568 | - | €2.61 | 191 g | 3.0 L | 508 Wh |
| 20 Jul 2026, 12:25 | anthropic | sonnet | mobile-app | - | 45,623 / 96,178 | - | €1.37 | 103 g | 1.6 L | 273 Wh |
| 20 Jul 2026, 12:22 | anthropic | fable | dbt-models | - | 77,569 / 128,983 | - | €9.16 | 551 g | 8.7 L | 1.5 kWh |
| 20 Jul 2026, 12:20 | anthropic | sonnet | dbt-models | - | 96,435 / 163,736 | - | €2.34 | 175 g | 2.8 L | 466 Wh |
| 20 Jul 2026, 12:18 | anthropic | sonnet | acme-app | - | 113,874 / 255,645 | - | €3.78 | 276 g | 4.4 L | 733 Wh |
| 20 Jul 2026, 12:18 | anthropic | opus | mobile-app | - | 68,094 / 121,789 | - | €4.17 | 257 g | 4.1 L | 684 Wh |
| 20 Jul 2026, 12:16 | anthropic | sonnet | spec-workshop | - | 116,573 / 189,296 | - | €2.79 | 204 g | 3.2 L | 543 Wh |
| 20 Jul 2026, 12:12 | anthropic | sonnet | data-pipeline | - | 62,048 / 116,722 | - | €1.67 | 125 g | 2.0 L | 332 Wh |
| 20 Jul 2026, 12:07 | anthropic | sonnet | acme-app | - | 100,848 / 134,544 | - | €2.02 | 146 g | 2.3 L | 388 Wh |
| 20 Jul 2026, 12:04 | anthropic | haiku | design-system | - | 55,055 / 42,616 | - | €0.31 | 23 g | 364 mL | 61 Wh |
| 20 Jul 2026, 12:00 | anthropic | sonnet | - | - | 155,461 / 51,063 | - | €0.83 | 58 g | 912 mL | 153 Wh |
| 20 Jul 2026, 11:58 | anthropic | opus | ml-experiments | - | 99,629 / 157,340 | - | €5.90 | 341 g | 5.4 L | 907 Wh |
| 20 Jul 2026, 11:58 | anthropic | sonnet | acme-web | - | 73,555 / 118,011 | - | €1.82 | 129 g | 2.0 L | 343 Wh |
| 20 Jul 2026, 11:57 | anthropic | opus | design-system | - | 104,303 / 252,752 | - | €9.15 | 542 g | 8.6 L | 1.4 kWh |
| 20 Jul 2026, 11:56 | anthropic | fable | acme-app | - | 147,573 / 179,573 | - | €15.26 | 809 g | 12.8 L | 2.2 kWh |
| 20 Jul 2026, 11:55 | anthropic | sonnet | acme-web | - | 97,600 / 251,683 | - | €3.43 | 265 g | 4.2 L | 705 Wh |
| 20 Jul 2026, 11:55 | anthropic | sonnet | mobile-app | - | 87,033 / 106,140 | - | €1.62 | 116 g | 1.8 L | 308 Wh |
| 20 Jul 2026, 11:53 | anthropic | sonnet | data-pipeline | - | 178,723 / 224,204 | - | €3.40 | 244 g | 3.9 L | 649 Wh |
| 20 Jul 2026, 11:53 | anthropic | opus | acme-api | - | 17,181 / 37,437 | - | €1.37 | 80 g | 1.3 L | 214 Wh |
| 20 Jul 2026, 11:52 | anthropic | sonnet | design-system | - | 159,367 / 254,803 | - | €3.93 | 278 g | 4.4 L | 740 Wh |
| 20 Jul 2026, 11:52 | anthropic | sonnet | acme-app | - | 288,357 / 430,967 | - | €7.68 | 492 g | 7.8 L | 1.3 kWh |
| 20 Jul 2026, 11:52 | anthropic | sonnet | design-system | - | 63,197 / 122,619 | - | €1.61 | 128 g | 2.0 L | 341 Wh |
| 20 Jul 2026, 11:50 | anthropic | opus | dbt-models | - | 101,566 / 142,214 | - | €5.54 | 312 g | 4.9 L | 829 Wh |
| 20 Jul 2026, 11:50 | anthropic | fable | ml-experiments | - | 52,364 / 61,902 | - | €5.93 | 290 g | 4.6 L | 771 Wh |
| 20 Jul 2026, 11:50 | anthropic | haiku | design-system | - | 77,093 / 54,838 | - | €0.38 | 29 g | 463 mL | 78 Wh |
| 20 Jul 2026, 11:49 | anthropic | sonnet | roadmap-tools | - | 203,944 / 266,575 | - | €3.96 | 288 g | 4.6 L | 767 Wh |
| 20 Jul 2026, 11:46 | anthropic | sonnet | mobile-app | - | 96,174 / 186,200 | - | €2.72 | 200 g | 3.2 L | 532 Wh |
| 20 Jul 2026, 11:46 | anthropic | opus | mobile-app | - | 71,481 / 114,711 | - | €4.25 | 248 g | 3.9 L | 659 Wh |
| 20 Jul 2026, 11:41 | anthropic | sonnet | data-pipeline | - | 23,555 / 37,681 | - | €0.62 | 42 g | 665 mL | 112 Wh |
| 20 Jul 2026, 11:41 | anthropic | sonnet | acme-app | - | 170,532 / 480,003 | - | €5.92 | 493 g | 7.8 L | 1.3 kWh |
| 20 Jul 2026, 11:40 | anthropic | sonnet | spec-workshop | - | 320,635 / 553,364 | - | €9.26 | 619 g | 9.8 L | 1.6 kWh |
| 20 Jul 2026, 11:38 | anthropic | sonnet | acme-app | - | 159,858 / 369,540 | - | €5.52 | 400 g | 6.3 L | 1.1 kWh |
| 20 Jul 2026, 11:38 | anthropic | haiku | acme-web | - | 54,215 / 49,296 | - | €0.33 | 26 g | 412 mL | 69 Wh |
| 20 Jul 2026, 11:36 | anthropic | sonnet | brand-site | - | 44,951 / 59,466 | - | €0.93 | 65 g | 1.0 L | 174 Wh |
| 20 Jul 2026, 11:36 | anthropic | opus | data-pipeline | - | 110,829 / 229,538 | - | €8.04 | 488 g | 7.7 L | 1.3 kWh |
| 20 Jul 2026, 11:36 | anthropic | opus | acme-app | - | 38,535 / 75,843 | - | €2.56 | 160 g | 2.5 L | 424 Wh |
| 20 Jul 2026, 11:34 | anthropic | sonnet | design-system | - | 122,213 / 205,890 | - | €3.14 | 224 g | 3.5 L | 596 Wh |
| 20 Jul 2026, 11:33 | anthropic | sonnet | spec-workshop | - | 374,091 / 662,368 | - | €9.42 | 707 g | 11.2 L | 1.9 kWh |
| 20 Jul 2026, 11:33 | anthropic | opus | acme-app | - | 120,062 / 189,097 | - | €7.54 | 417 g | 6.6 L | 1.1 kWh |
| 20 Jul 2026, 11:32 | anthropic | opus | design-system | - | 30,905 / 47,406 | - | €1.85 | 104 g | 1.6 L | 277 Wh |
| 20 Jul 2026, 11:31 | anthropic | sonnet | roadmap-tools | - | 129,634 / 214,951 | - | €3.38 | 236 g | 3.7 L | 628 Wh |
| 20 Jul 2026, 11:30 | anthropic | sonnet | acme-api | - | 141,252 / 202,138 | - | €2.90 | 217 g | 3.4 L | 576 Wh |
| 20 Jul 2026, 11:28 | anthropic | haiku | ml-experiments | - | 190,294 / 92,026 | - | €0.75 | 52 g | 820 mL | 138 Wh |