| 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, 16:07 | anthropic | opus | acme-app | - | 328,185 / 432,528 | - | €17.41 | 958 g | 15.1 L | 2.5 kWh |
| 20 Jul 2026, 16:05 | anthropic | sonnet | dbt-models | - | 254,140 / 345,512 | - | €5.15 | 374 g | 5.9 L | 995 Wh |
| 20 Jul 2026, 16:04 | anthropic | sonnet | ml-experiments | - | 61,299 / 98,782 | - | €1.50 | 107 g | 1.7 L | 286 Wh |
| 20 Jul 2026, 16:03 | anthropic | fable | dbt-models | - | 57,895 / 102,298 | - | €7.90 | 447 g | 7.1 L | 1.2 kWh |
| 20 Jul 2026, 16:03 | anthropic | haiku | data-pipeline | - | 243,830 / 238,135 | - | €1.51 | 124 g | 2.0 L | 330 Wh |
| 20 Jul 2026, 16:01 | anthropic | sonnet | acme-app | - | 95,850 / 127,800 | - | €2.07 | 142 g | 2.2 L | 377 Wh |
| 20 Jul 2026, 16:00 | anthropic | sonnet | spec-workshop | - | 72,556 / 153,727 | - | €2.31 | 167 g | 2.6 L | 443 Wh |
| 20 Jul 2026, 16:00 | anthropic | haiku | - | - | 147,901 / 35,008 | - | €0.37 | 22 g | 345 mL | 58 Wh |
| 20 Jul 2026, 15:59 | anthropic | sonnet | acme-web | - | 181,084 / 303,167 | - | €4.32 | 324 g | 5.1 L | 861 Wh |
| 20 Jul 2026, 15:59 | anthropic | sonnet | dbt-models | - | 41,935 / 71,636 | - | €1.07 | 78 g | 1.2 L | 206 Wh |
| 20 Jul 2026, 15:58 | anthropic | opus | acme-app | - | 162,552 / 210,877 | - | €8.78 | 472 g | 7.5 L | 1.3 kWh |
| 20 Jul 2026, 15:57 | anthropic | opus | spec-workshop | - | 58,022 / 78,623 | - | €3.03 | 172 g | 2.7 L | 457 Wh |
| 20 Jul 2026, 15:55 | anthropic | sonnet | acme-web | - | 71,162 / 120,435 | - | €1.83 | 131 g | 2.1 L | 348 Wh |
| 20 Jul 2026, 15:54 | anthropic | sonnet | ml-experiments | - | 43,192 / 80,129 | - | €1.27 | 88 g | 1.4 L | 235 Wh |
| 20 Jul 2026, 15:52 | anthropic | sonnet | roadmap-tools | - | 33,373 / 84,552 | - | €1.12 | 88 g | 1.4 L | 235 Wh |
| 20 Jul 2026, 15:52 | anthropic | fable | spec-workshop | - | 24,139 / 44,711 | - | €3.17 | 191 g | 3.0 L | 507 Wh |
| 20 Jul 2026, 15:51 | anthropic | haiku | spec-workshop | - | 189,113 / 184,805 | - | €1.19 | 97 g | 1.5 L | 257 Wh |
| 20 Jul 2026, 15:48 | anthropic | sonnet | acme-app | - | 90,839 / 213,141 | - | €3.03 | 227 g | 3.6 L | 604 Wh |
| 20 Jul 2026, 15:48 | anthropic | sonnet | ml-experiments | - | 61,545 / 95,415 | - | €1.47 | 104 g | 1.6 L | 277 Wh |
| 20 Jul 2026, 15:47 | anthropic | sonnet | acme-app | - | 67,157 / 71,615 | - | €1.24 | 81 g | 1.3 L | 216 Wh |
| 20 Jul 2026, 15:46 | anthropic | haiku | brand-site | - | 203,464 / 120,582 | - | €0.93 | 67 g | 1.1 L | 177 Wh |
| 20 Jul 2026, 15:46 | anthropic | opus | data-pipeline | - | 183,255 / 229,130 | - | €10.20 | 524 g | 8.3 L | 1.4 kWh |
| 20 Jul 2026, 15:46 | anthropic | haiku | acme-api | - | 89,880 / 91,646 | - | €0.58 | 48 g | 753 mL | 127 Wh |
| 20 Jul 2026, 15:45 | anthropic | sonnet | spec-workshop | - | 130,432 / 175,126 | - | €2.69 | 191 g | 3.0 L | 509 Wh |
| 20 Jul 2026, 15:44 | anthropic | sonnet | data-pipeline | - | 145,704 / 214,324 | - | €3.39 | 236 g | 3.7 L | 628 Wh |
| 20 Jul 2026, 15:43 | anthropic | sonnet | acme-app | - | 37,263 / 55,951 | - | €0.95 | 63 g | 994 mL | 167 Wh |
| 20 Jul 2026, 15:43 | anthropic | sonnet | design-system | - | 181,647 / 325,073 | - | €4.98 | 354 g | 5.6 L | 942 Wh |
| 20 Jul 2026, 15:42 | anthropic | opus | acme-app | - | 113,212 / 148,171 | - | €6.27 | 333 g | 5.3 L | 886 Wh |
| 20 Jul 2026, 15:41 | anthropic | sonnet | spec-workshop | - | 111,585 / 176,806 | - | €2.67 | 192 g | 3.0 L | 511 Wh |
| 20 Jul 2026, 15:39 | anthropic | sonnet | infra-terraform | - | 62,743 / 109,975 | - | €1.67 | 120 g | 1.9 L | 318 Wh |
| 20 Jul 2026, 15:38 | anthropic | sonnet | design-system | - | 75,481 / 167,880 | - | €2.29 | 177 g | 2.8 L | 471 Wh |
| 20 Jul 2026, 15:38 | anthropic | sonnet | brand-site | - | 94,415 / 139,471 | - | €2.24 | 154 g | 2.4 L | 410 Wh |
| 20 Jul 2026, 15:37 | anthropic | opus | data-pipeline | - | 69,051 / 72,938 | - | €3.18 | 166 g | 2.6 L | 441 Wh |
| 20 Jul 2026, 15:37 | anthropic | sonnet | acme-web | - | 17,077 / 32,321 | - | €0.46 | 34 g | 544 mL | 91 Wh |
| 20 Jul 2026, 15:37 | anthropic | sonnet | acme-app | - | 153,759 / 383,393 | - | €5.26 | 405 g | 6.4 L | 1.1 kWh |
| 20 Jul 2026, 15:37 | anthropic | sonnet | acme-app | - | 457,932 / 701,926 | - | €10.30 | 756 g | 12.0 L | 2.0 kWh |
| 20 Jul 2026, 15:36 | anthropic | sonnet | spec-workshop | - | 80,650 / 105,360 | - | €1.79 | 119 g | 1.9 L | 316 Wh |
| 20 Jul 2026, 15:34 | anthropic | haiku | ml-experiments | - | 60,236 / 52,093 | - | €0.33 | 27 g | 430 mL | 72 Wh |
| 20 Jul 2026, 15:34 | anthropic | sonnet | acme-api | - | 180,458 / 194,812 | - | €3.11 | 216 g | 3.4 L | 573 Wh |
| 20 Jul 2026, 15:33 | anthropic | fable | dbt-models | - | 186,455 / 319,155 | - | €22.74 | 1.4 kg | 21.6 L | 3.6 kWh |
| 20 Jul 2026, 15:33 | anthropic | opus | data-pipeline | - | 101,350 / 157,051 | - | €6.51 | 351 g | 5.5 L | 933 Wh |
| 20 Jul 2026, 15:33 | anthropic | opus | acme-web | - | 33,534 / 85,971 | - | €2.98 | 182 g | 2.9 L | 484 Wh |
| 20 Jul 2026, 15:32 | anthropic | haiku | dbt-models | - | 60,629 / 59,186 | - | €0.37 | 31 g | 484 mL | 81 Wh |
| 20 Jul 2026, 15:31 | anthropic | sonnet | design-system | - | 68,563 / 129,137 | - | €1.80 | 137 g | 2.2 L | 364 Wh |
| 20 Jul 2026, 15:29 | anthropic | opus | data-pipeline | - | 204,749 / 352,497 | - | €12.85 | 758 g | 12.0 L | 2.0 kWh |
| 20 Jul 2026, 15:28 | anthropic | sonnet | design-system | - | 58,299 / 80,693 | - | €1.25 | 88 g | 1.4 L | 235 Wh |
| 20 Jul 2026, 15:27 | anthropic | sonnet | dbt-models | - | 41,669 / 102,110 | - | €1.34 | 107 g | 1.7 L | 283 Wh |
| 20 Jul 2026, 15:27 | anthropic | sonnet | design-system | - | 43,645 / 84,448 | - | €1.17 | 89 g | 1.4 L | 238 Wh |
| 20 Jul 2026, 15:26 | anthropic | sonnet | acme-web | - | 57,128 / 148,414 | - | €2.04 | 157 g | 2.5 L | 417 Wh |
| 20 Jul 2026, 15:26 | anthropic | sonnet | spec-workshop | - | 31,261 / 44,700 | - | €0.68 | 49 g | 770 mL | 130 Wh |