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 · 7351–7400.

Sort byTime Cost CO₂148 / 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, 14:44	anthropic	sonnet	design-system	-	114,370 / 164,625	-	€2.57	181 g	2.9 L	480 Wh
14 Jul 2026, 14:43	anthropic	opus	data-pipeline	-	198,908 / 276,885	-	€10.52	603 g	9.5 L	1.6 kWh
14 Jul 2026, 14:42	anthropic	haiku	dbt-models	-	103,527 / 61,908	-	€0.49	34 g	545 mL	92 Wh
14 Jul 2026, 14:42	anthropic	opus	acme-app	-	163,507 / 304,598	-	€10.79	649 g	10.3 L	1.7 kWh
14 Jul 2026, 14:41	anthropic	haiku	data-pipeline	-	49,548 / 39,648	-	€0.26	21 g	331 mL	56 Wh
14 Jul 2026, 14:40	anthropic	sonnet	acme-web	-	38,414 / 69,074	-	€1.06	75 g	1.2 L	200 Wh
14 Jul 2026, 14:39	anthropic	haiku	spec-workshop	-	67,509 / 35,382	-	€0.27	20 g	309 mL	52 Wh
14 Jul 2026, 14:37	anthropic	sonnet	infra-terraform	-	124,446 / 190,752	-	€2.76	205 g	3.2 L	544 Wh
14 Jul 2026, 14:36	anthropic	fable	acme-app	-	44,686 / 45,083	-	€4.59	216 g	3.4 L	574 Wh
14 Jul 2026, 14:36	anthropic	opus	ml-experiments	-	230,308 / 251,127	-	€11.36	578 g	9.1 L	1.5 kWh
14 Jul 2026, 14:33	anthropic	sonnet	spec-workshop	-	72,807 / 103,128	-	€1.71	115 g	1.8 L	306 Wh
14 Jul 2026, 14:33	anthropic	sonnet	acme-web	-	21,805 / 35,857	-	€0.55	39 g	619 mL	104 Wh
14 Jul 2026, 14:32	anthropic	opus	data-pipeline	-	147,926 / 178,953	-	€7.31	398 g	6.3 L	1.1 kWh
14 Jul 2026, 14:32	anthropic	sonnet	acme-web	-	31,774 / 51,684	-	€0.88	58 g	920 mL	155 Wh
14 Jul 2026, 14:31	anthropic	sonnet	acme-app	-	365,118 / 615,466	-	€8.80	658 g	10.4 L	1.7 kWh
14 Jul 2026, 14:29	anthropic	haiku	brand-site	-	252,359 / 167,733	-	€1.19	90 g	1.4 L	240 Wh
14 Jul 2026, 14:28	anthropic	sonnet	acme-app	-	271,642 / 342,606	-	€5.30	375 g	5.9 L	997 Wh
14 Jul 2026, 14:27	anthropic	sonnet	dbt-models	-	76,335 / 183,599	-	€2.58	195 g	3.1 L	519 Wh
14 Jul 2026, 14:27	anthropic	haiku	acme-app	-	777,625 / 453,811	-	€3.35	248 g	3.9 L	659 Wh
14 Jul 2026, 14:26	anthropic	opus	acme-api	-	115,577 / 195,329	-	€7.57	427 g	6.8 L	1.1 kWh
14 Jul 2026, 14:22	anthropic	sonnet	acme-app	-	99,837 / 218,966	-	€3.09	233 g	3.7 L	620 Wh
14 Jul 2026, 14:19	anthropic	sonnet	dbt-models	-	80,952 / 155,352	-	€2.17	165 g	2.6 L	439 Wh
14 Jul 2026, 14:15	anthropic	sonnet	acme-app	-	164,457 / 467,348	-	€6.03	485 g	7.7 L	1.3 kWh
14 Jul 2026, 14:15	anthropic	haiku	acme-app	-	76,287 / 52,386	-	€0.38	28 g	449 mL	76 Wh
14 Jul 2026, 14:15	anthropic	sonnet	data-pipeline	-	30,967 / 75,464	-	€1.07	80 g	1.3 L	214 Wh
14 Jul 2026, 14:14	anthropic	sonnet	spec-workshop	-	116,517 / 199,289	-	€3.19	220 g	3.5 L	585 Wh
14 Jul 2026, 14:14	anthropic	haiku	brand-site	-	195,133 / 167,662	-	€1.10	88 g	1.4 L	234 Wh
14 Jul 2026, 14:12	anthropic	sonnet	acme-app	-	59,474 / 96,851	-	€1.37	103 g	1.6 L	275 Wh
14 Jul 2026, 14:06	anthropic	sonnet	data-pipeline	-	232,523 / 310,249	-	€5.17	347 g	5.5 L	923 Wh
14 Jul 2026, 14:06	anthropic	sonnet	acme-app	-	256,259 / 587,336	-	€8.40	627 g	9.9 L	1.7 kWh
14 Jul 2026, 14:05	anthropic	opus	ml-experiments	-	43,745 / 58,640	-	€2.35	130 g	2.0 L	345 Wh
14 Jul 2026, 14:05	anthropic	sonnet	acme-app	-	68,070 / 136,762	-	€1.78	142 g	2.3 L	379 Wh
14 Jul 2026, 14:04	anthropic	sonnet	acme-app	-	309,855 / 356,775	-	€5.74	396 g	6.3 L	1.1 kWh
14 Jul 2026, 14:03	anthropic	sonnet	brand-site	-	89,431 / 136,273	-	€1.99	147 g	2.3 L	390 Wh
14 Jul 2026, 14:02	anthropic	sonnet	data-pipeline	-	178,298 / 405,151	-	€5.12	419 g	6.6 L	1.1 kWh
14 Jul 2026, 14:00	anthropic	sonnet	-	-	164,698 / 46,287	-	€0.84	54 g	858 mL	144 Wh
14 Jul 2026, 13:59	anthropic	opus	spec-workshop	-	137,192 / 169,434	-	€7.39	385 g	6.1 L	1.0 kWh
14 Jul 2026, 13:55	anthropic	sonnet	spec-workshop	-	196,797 / 258,182	-	€3.93	281 g	4.4 L	748 Wh
14 Jul 2026, 13:41	anthropic	haiku	ml-experiments	-	138,353 / 103,140	-	€0.68	54 g	860 mL	145 Wh
14 Jul 2026, 13:38	anthropic	haiku	dbt-models	-	192,715 / 107,683	-	€0.80	59 g	931 mL	157 Wh
14 Jul 2026, 13:31	anthropic	sonnet	acme-app	-	34,794 / 63,454	-	€0.93	68 g	1.1 L	182 Wh
14 Jul 2026, 13:18	anthropic	opus	acme-app	-	30,561 / 51,643	-	€2.23	117 g	1.8 L	310 Wh
14 Jul 2026, 13:14	anthropic	fable	ml-experiments	-	58,779 / 135,804	-	€10.32	590 g	9.3 L	1.6 kWh
14 Jul 2026, 13:10	anthropic	haiku	acme-web	-	143,782 / 99,480	-	€0.66	53 g	832 mL	140 Wh
14 Jul 2026, 13:09	anthropic	fable	spec-workshop	-	183,697 / 405,971	-	€27.63	1.7 kg	27.1 L	4.6 kWh
14 Jul 2026, 13:06	anthropic	opus	data-pipeline	-	184,672 / 276,532	-	€10.01	594 g	9.4 L	1.6 kWh
14 Jul 2026, 13:02	anthropic	sonnet	data-pipeline	-	120,739 / 208,808	-	€3.22	228 g	3.6 L	607 Wh
14 Jul 2026, 13:01	anthropic	sonnet	infra-terraform	-	115,324 / 228,476	-	€2.97	238 g	3.8 L	633 Wh
14 Jul 2026, 13:00	anthropic	sonnet	spec-workshop	-	51,357 / 84,542	-	€1.17	90 g	1.4 L	238 Wh
14 Jul 2026, 13:00	anthropic	sonnet	-	-	143,707 / 30,400	-	€0.68	39 g	610 mL	103 Wh