Demo - TokenClimate

Total CO₂ emissions

572.3 kgCO₂e

63%vs previous period

≈ 4,030 km by car

across 50 members

Monthly budget

€12,539/ €17,894

70% of budget used

Per session

173 gCO₂e / session

6%vs previous period

over 3,312 sessions

Per million tokens

21 g/ M tok2%

€0.46/ M tok12%

vs previous period

11 kg per active member

Top member

90.2 kg· 16%

Antoine Bernard leads for the period.

30-day trend · CO₂e / day

Peak on 22 Sept.

day so farstacked by members

By member

Click a slice to filter.

572.3 kg

Top members

51 members

Top members	CO₂	Actual cost	vs API	Change
Antoine Bernard	90.2 kg	€383	−€2,155	95%	Details
Gabriel Robert▲1	48 kg	€324	−€879	22%	Details
Julien Moreau▲2	44.2 kg	€287	−€747	43%	Details
Ulysse Girard▼2	39.5 kg	€243	−€273	8%	Details
Yasmine Lambert▼1	33.4 kg	€218	subscription cheaper	6%	Details
Paul Roux▲2	32.3 kg	€251	−€563	167%	Details
Élodie Dubois	26.2 kg	€261	−€356	80%	Details
Léa Simon▲20	25.4 kg	€742	subscription cheaper	1718%	Details
Manon Michel▼3	24.2 kg	€268	−€281	8%	Details
Baptiste Vincent▲12	17 kg	€176	−€13	560%	Details
Hugo Richardoutside top 10▲5	11.7 kg	€284	subscription cheaper	156%	Details
Fabien Blancoutside top 10▲7	9.3 kg	€155	+€5	512%	Details
Quentin Davidoutside top 10▼9	9.3 kg	€241	+€106	18%	Details
Florent Thomasoutside top 10▼8	9.1 kg	€243	+€121	51%	Details
Nathan Lefebvreoutside top 10▼8	5.6 kg	€122	+€6	4%	Details
Romane Bertrandoutside top 10▼12	4.2 kg	€175	+€51	28%	Details
Sarah Moreloutside top 10▼4	3.3 kg	€201	+€151	103%	Details
Ugo Renaudoutside top 10▼1	2.3 kg	€87	+€12	105%	Details
Pierre Marchandoutside top 10▼4	2.2 kg	€87	+€20	46%	Details
Karim Laurentoutside top 10▲14	1.1 kg	€184	+€173	7724%	Details
Adèle Rousseauoutside top 10▼5	578 g	€87	+€69	8%	Details
Olivia Perrinoutside top 10▼15	400 g	€17	+€5	61%	Details
Other	230 g	—	—	38%

Models: share of tokens, CO₂ and cost

Whole organisation over the selected period and provider, selections aside.

Sort by

Model	Tokens	CO₂	Cost	g CO₂e / M tok	€ / M tok
Claude SonnetAnthropic	39%	19%	28%	10 g	€0.33
Claude OpusAnthropic	30%	29%	43%	20 g	€0.65
Claude HaikuAnthropic	19%	5%	6%	5 g	€0.14
GPT-5.6 SolOpenAI	5%	22%	9%	99 g	€0.90
Claude FableAnthropic	5%	9%	11%	40 g	€1.16
GPT-5.6 TerraOpenAI	1%	2%	1%	32 g	€0.47
Gemini 2.5 FlashGoogle	1%	8%	1%	149 g	€0.39
Llama 3.3 70BMeta	0%	0%	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

Claude SonnetAnthropic

Tokens: 39%
CO₂: 19%
Cost: 28%

Claude OpusAnthropic

Tokens: 30%
CO₂: 29%
Cost: 43%

Claude HaikuAnthropic

Tokens: 19%
CO₂: 5%
Cost: 6%

GPT-5.6 SolOpenAI

Tokens: 5%
CO₂: 22%
Cost: 9%

Claude FableAnthropic

Tokens: 5%
CO₂: 9%
Cost: 11%

GPT-5.6 TerraOpenAI

Tokens: 1%
CO₂: 2%
Cost: 1%

Gemini 2.5 FlashGoogle

Tokens: 1%
CO₂: 8%
Cost: 1%

Llama 3.3 70BMeta

Tokens: 0%
CO₂: 0%
Cost: 0%

Gemini 2.5 ProGoogle

Tokens: 0%
CO₂: 4%
Cost: 0%

DeepSeek V4.1 FlashDeepSeek

Tokens: 0%
CO₂: 2%
Cost: 0%

Where your models stand

List price and CO₂e per million generated tokens, for the 33 current registry models. Your models are filled, the others hollow.

Your models
Registry

Your models, in numbers

Claude Sonnet €8.73 · 950 g
Claude Opus €17.5 · 1.9 kg
Claude Haiku €0.44 · 475 g
GPT-5.6 Sol €17.5 · 2.4 kg
Claude Fable €43.6 · 3.8 kg
GPT-5.6 Terra €10.5 · 779 g
Gemini 2.5 Flash €2.18 · 685 g
Llama 3.3 70B €0.69 · 241 g
Gemini 2.5 Pro €8.73 · 7.5 kg
DeepSeek V4.1 Flash €1.05 · 7.9 kg

Acme activity · hour × day

572.3 kg in total

When the team runs Claude Code. Usage is heaviest in the darkest cells.

Mon

Tue

Wed

Thu

Fri

Sat

Sun

LessMore

·Outside 8:00–20:00 or weekend = orange border

By provider

5 providers

Provider	Cost	CO2	Share
Anthropic	€10,999	350.5 kgderived	88%
OpenAI	€1,349	140.1 kgderived	11%
Google	€145	68.4 kgderived	1%
Meta	€44	2.7 kgderived	0%
DeepSeek	€2	10.6 kgderived	0%

By feature

1 feature

Feature	Cost	CO2	Share
Unattributed	€12,539	572.3 kgderived	100%

Actual cost vs API equivalent

−€5,336

Actual cost (subscriptions)

€7,203

API equivalent

€12,539

Subscriptions save you ~€5,336 over the period.

Subscriptions to review (18)

Léa Simon · metered, a subscription would be cheaper€567 / period
Karim Laurent · under-used subscription, metered API would do€173 / period
Sarah Morel · under-used subscription, metered API would do€151 / period
Florent Thomas · under-used subscription, metered API would do€121 / period

Call log

Every call received over the period, most recent first. Use it to confirm a source is sending data.

9,462 calls over the last 30 days · 7301–7350.

Sort byTime Cost CO₂147 / 190

Time	Provider	Model	Project

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 Jul 2026, 15:21	anthropic	sonnet	acme-app	-	96,739 / 178,765	-	€2.74	195 g	3.1 L	518 Wh
14 Jul 2026, 15:21	anthropic	opus	dbt-models	-	42,458 / 71,829	-	€2.52	153 g	2.4 L	406 Wh
14 Jul 2026, 15:21	anthropic	opus	mobile-app	-	53,273 / 97,928	-	€3.48	209 g	3.3 L	556 Wh
14 Jul 2026, 15:18	anthropic	sonnet	data-pipeline	-	131,441 / 317,695	-	€4.21	332 g	5.3 L	884 Wh
14 Jul 2026, 15:18	anthropic	sonnet	ml-experiments	-	105,227 / 218,709	-	€2.90	229 g	3.6 L	609 Wh
14 Jul 2026, 15:17	anthropic	opus	spec-workshop	-	76,162 / 122,780	-	€4.39	263 g	4.2 L	698 Wh
14 Jul 2026, 15:17	anthropic	sonnet	design-system	-	12,433 / 20,586	-	€0.32	23 g	357 mL	60 Wh
14 Jul 2026, 15:17	anthropic	sonnet	dbt-models	-	172,959 / 358,252	-	€4.95	379 g	6.0 L	1.0 kWh
14 Jul 2026, 15:12	anthropic	haiku	dbt-models	-	736,303 / 514,326	-	€3.51	274 g	4.3 L	729 Wh
14 Jul 2026, 15:12	anthropic	sonnet	spec-workshop	-	89,652 / 93,985	-	€1.59	106 g	1.7 L	282 Wh
14 Jul 2026, 15:09	anthropic	sonnet	data-pipeline	-	101,050 / 248,913	-	€3.15	257 g	4.1 L	684 Wh
14 Jul 2026, 15:07	anthropic	sonnet	acme-app	-	76,221 / 119,336	-	€1.87	131 g	2.1 L	348 Wh
14 Jul 2026, 15:04	anthropic	sonnet	acme-app	-	165,208 / 282,855	-	€4.44	311 g	4.9 L	825 Wh
14 Jul 2026, 15:04	anthropic	sonnet	acme-api	-	175,830 / 202,019	-	€3.56	230 g	3.6 L	612 Wh
14 Jul 2026, 15:04	anthropic	sonnet	ml-experiments	-	51,417 / 115,580	-	€1.52	121 g	1.9 L	321 Wh
14 Jul 2026, 15:04	anthropic	sonnet	spec-workshop	-	31,863 / 55,482	-	€0.78	59 g	933 mL	157 Wh
14 Jul 2026, 15:04	anthropic	sonnet	acme-app	-	64,724 / 159,229	-	€2.26	170 g	2.7 L	451 Wh
14 Jul 2026, 15:03	anthropic	haiku	roadmap-tools	-	240,798 / 143,208	-	€1.05	78 g	1.2 L	207 Wh
14 Jul 2026, 15:03	anthropic	fable	acme-app	-	77,560 / 121,386	-	€8.86	523 g	8.3 L	1.4 kWh
14 Jul 2026, 15:03	anthropic	haiku	infra-terraform	-	206,661 / 155,062	-	€1.03	82 g	1.3 L	218 Wh
14 Jul 2026, 15:03	anthropic	sonnet	design-system	-	35,222 / 64,100	-	€0.88	68 g	1.1 L	180 Wh
14 Jul 2026, 15:02	anthropic	haiku	data-pipeline	-	227,195 / 165,080	-	€1.10	87 g	1.4 L	232 Wh
14 Jul 2026, 15:02	anthropic	opus	data-pipeline	-	43,762 / 65,136	-	€2.39	140 g	2.2 L	373 Wh
14 Jul 2026, 15:01	anthropic	sonnet	roadmap-tools	-	240,263 / 530,507	-	€7.63	568 g	9.0 L	1.5 kWh
14 Jul 2026, 15:01	anthropic	opus	ml-experiments	-	159,461 / 225,799	-	€9.73	511 g	8.1 L	1.4 kWh
14 Jul 2026, 15:01	anthropic	sonnet	acme-api	-	158,318 / 249,950	-	€4.01	276 g	4.4 L	735 Wh
14 Jul 2026, 15:01	anthropic	sonnet	dbt-models	-	133,228 / 260,728	-	€3.73	279 g	4.4 L	741 Wh
14 Jul 2026, 15:00	anthropic	sonnet	mobile-app	-	76,885 / 140,560	-	€2.02	150 g	2.4 L	400 Wh
14 Jul 2026, 14:59	anthropic	sonnet	mobile-app	-	81,693 / 159,059	-	€2.30	171 g	2.7 L	454 Wh
14 Jul 2026, 14:58	anthropic	haiku	spec-workshop	-	209,858 / 151,431	-	€1.04	81 g	1.3 L	215 Wh
14 Jul 2026, 14:58	anthropic	sonnet	spec-workshop	-	111,787 / 133,118	-	€2.12	147 g	2.3 L	391 Wh
14 Jul 2026, 14:57	anthropic	haiku	dbt-models	-	105,663 / 69,147	-	€0.48	37 g	586 mL	99 Wh
14 Jul 2026, 14:55	anthropic	haiku	roadmap-tools	-	93,966 / 53,779	-	€0.41	30 g	469 mL	79 Wh
14 Jul 2026, 14:55	anthropic	sonnet	dbt-models	-	68,695 / 127,521	-	€1.89	138 g	2.2 L	366 Wh
14 Jul 2026, 14:54	anthropic	sonnet	acme-app	-	206,637 / 440,740	-	€6.27	470 g	7.4 L	1.3 kWh
14 Jul 2026, 14:54	anthropic	opus	ml-experiments	-	162,194 / 169,950	-	€6.84	377 g	6.0 L	1.0 kWh
14 Jul 2026, 14:51	anthropic	opus	acme-app	-	112,903 / 179,180	-	€7.01	393 g	6.2 L	1.0 kWh
14 Jul 2026, 14:51	anthropic	opus	data-pipeline	-	185,416 / 231,561	-	€9.54	517 g	8.2 L	1.4 kWh
14 Jul 2026, 14:51	anthropic	sonnet	design-system	-	106,963 / 127,363	-	€2.14	143 g	2.3 L	380 Wh
14 Jul 2026, 14:51	anthropic	haiku	spec-workshop	-	200,926 / 151,624	-	€1.05	81 g	1.3 L	215 Wh
14 Jul 2026, 14:50	anthropic	haiku	brand-site	-	181,248 / 116,400	-	€0.77	62 g	975 mL	164 Wh
14 Jul 2026, 14:50	anthropic	haiku	spec-workshop	-	110,095 / 53,308	-	€0.41	29 g	466 mL	78 Wh
14 Jul 2026, 14:48	anthropic	fable	acme-app	-	29,261 / 50,067	-	€4.13	223 g	3.5 L	593 Wh
14 Jul 2026, 14:47	anthropic	fable	acme-app	-	17,517 / 34,560	-	€2.71	152 g	2.4 L	403 Wh
14 Jul 2026, 14:47	anthropic	sonnet	data-pipeline	-	128,622 / 195,687	-	€2.78	209 g	3.3 L	556 Wh
14 Jul 2026, 14:46	anthropic	opus	dbt-models	-	194,996 / 238,325	-	€9.42	526 g	8.3 L	1.4 kWh
14 Jul 2026, 14:46	anthropic	sonnet	design-system	-	78,220 / 106,383	-	€1.61	116 g	1.8 L	308 Wh
14 Jul 2026, 14:45	anthropic	sonnet	acme-api	-	49,920 / 114,357	-	€1.46	119 g	1.9 L	315 Wh
14 Jul 2026, 14:45	anthropic	haiku	design-system	-	30,052 / 19,857	-	€0.14	11 g	168 mL	28 Wh
14 Jul 2026, 14:45	anthropic	sonnet	acme-app	-	277,114 / 330,153	-	€5.77	375 g	5.9 L	998 Wh