Demo - TokenClimate

Total CO₂ emissions

538.3 kgCO₂e

39%vs previous period

≈ 3,791 km by car

across 50 members

Monthly budget

€11,914/ €17,894

67% of budget used

Per session

171 gCO₂e / session

2%vs previous period

over 3,147 sessions

Per million tokens

21 g/ M tok1%

€0.46/ M tok16%

vs previous period

10.4 kg per active member

Top member

89.4 kg· 17%

Antoine Bernard leads for the period.

30-day trend · CO₂e / day

Peak on 15 Sept.

day so farstacked by members

By member

Click a slice to filter.

538.3 kg

Top members

51 members

Top members	CO₂	Actual cost	vs API	Change
Antoine Bernard	89.4 kg	€383	−€2,151	43%	Details
Gabriel Robert▲1	48.9 kg	€321	−€919	28%	Details
Julien Moreau▲1	41.7 kg	€292	−€668	18%	Details
Ulysse Girard▼2	39.1 kg	€243	−€259	13%	Details
Yasmine Lambert	34.6 kg	€225	subscription cheaper	12%	Details
Manon Michel	28 kg	€262	−€516	37%	Details
Élodie Dubois▲1	26.6 kg	€259	−€376	79%	Details
Léa Simon▲22	24.3 kg	€730	subscription cheaper	1631%	Details
Paul Roux▼2	17.3 kg	€246	−€147	15%	Details
Inès Durand▲2	15.5 kg	€255	−€27	92%	Details
Baptiste Vincentoutside top 10▲15	15.3 kg	€176	+€18	925%	Details
Hugo Richardoutside top 10▲6	11.5 kg	€281	subscription cheaper	133%	Details
Camille Petitoutside top 10▼3	9.1 kg	€220	+€21	26%	Details
Quentin Davidoutside top 10▼5	8.7 kg	€237	+€109	13%	Details
Florent Thomasoutside top 10▼4	8.7 kg	€239	+€121	27%	Details
Fabien Blancoutside top 10▲8	8.3 kg	€146	+€12	467%	Details
Océane Leroyoutside top 10▼3	7.6 kg	€226	+€91	34%	Details
Hadrien Boyeroutside top 10▼3	5.8 kg	€32	+€0.79	29%	Details
Nathan Lefebvreoutside top 10▼8	5.5 kg	€121	+€7	8%	Details
Romane Bertrandoutside top 10▼10	4.1 kg	€175	+€51	29%	Details
Sarah Moreloutside top 10▼2	3.1 kg	€199	+€153	107%	Details
Ugo Renaudoutside top 10▲4	2.1 kg	€87	+€16	87%	Details
Pierre Marchandoutside top 10▼6	2.1 kg	€87	+€20	38%	Details
Karim Laurentoutside top 10▲13	1.1 kg	€184	+€173	5187%	Details
Adèle Rousseauoutside top 10▼5	629 g	€87	+€66	26%	Details
Olivia Perrinoutside top 10▼19	409 g	€17	+€4	71%	Details
Other	359 g	—	—	51%

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	36%	18%	27%	10 g	€0.35
Claude OpusAnthropic	31%	30%	44%	20 g	€0.65
Claude HaikuAnthropic	22%	6%	8%	5 g	€0.16
GPT-5.6 SolOpenAI	5%	23%	9%	99 g	€0.90
Claude FableAnthropic	3%	6%	8%	40 g	€1.18
GPT-5.6 TerraOpenAI	1%	2%	1%	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

Claude SonnetAnthropic

Tokens: 36%
CO₂: 18%
Cost: 27%

Claude OpusAnthropic

Tokens: 31%
CO₂: 30%
Cost: 44%

Claude HaikuAnthropic

Tokens: 22%
CO₂: 6%
Cost: 8%

GPT-5.6 SolOpenAI

Tokens: 5%
CO₂: 23%
Cost: 9%

Claude FableAnthropic

Tokens: 3%
CO₂: 6%
Cost: 8%

GPT-5.6 TerraOpenAI

Tokens: 1%
CO₂: 2%
Cost: 1%

Gemini 2.5 FlashGoogle

Tokens: 1%
CO₂: 9%
Cost: 1%

Llama 3.3 70BMeta

Tokens: 0%
CO₂: 1%
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

538.3 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	€10,427	323.2 kgderived	88%
OpenAI	€1,293	134.3 kgderived	11%
Google	€144	68 kgderived	1%
Meta	€47	2.9 kgderived	0%
DeepSeek	€2	10 kgderived	0%

By feature

1 feature

Feature	Cost	CO2	Share
Unattributed	€11,914	538.3 kgderived	100%

Actual cost vs API equivalent

−€4,763

Actual cost (subscriptions)

€7,150

API equivalent

€11,914

Subscriptions save you ~€4,763 over the period.

Subscriptions to review (22)

Léa Simon · metered, a subscription would be cheaper€555 / period
Karim Laurent · under-used subscription, metered API would do€173 / period
Sarah Morel · under-used subscription, metered API would do€153 / 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.

3,147 calls over the last 30 days · 1461–1480.

Sort byTime Cost CO₂74 / 158

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 →

28 Sept 2026, 10:03	anthropic	sonnet	dbt-models	-	8,716 / 2,068	-	€0.21	6 g	95 mL	16 Wh
28 Sept 2026, 10:00	openai	gpt-5.6-terra	-	-	36,863 / 5,585	-	€0.20	14 g	163 mL	32 Wh
28 Sept 2026, 10:00	anthropic	sonnet	-	-	144,432 / 35,715	-	€0.68	43 g	677 mL	114 Wh
28 Sept 2026, 10:00	openai	gpt-5.6-terra	-	-	150,428 / 22,792	-	€0.83	57 g	665 mL	129 Wh
28 Sept 2026, 10:00	openai	gpt-5.6-sol	-	-	150,216 / 22,760	-	€1.58	172 g	2.0 L	390 Wh
28 Sept 2026, 10:00	openai	gpt-5.6-sol	-	-	117,297 / 17,772	-	€1.23	134 g	1.6 L	305 Wh
28 Sept 2026, 10:00	anthropic	sonnet	-	-	209,429 / 37,948	-	€0.83	48 g	760 mL	128 Wh
28 Sept 2026, 10:00	openai	gpt-5.6-sol	-	-	51,876 / 7,860	-	€0.54	59 g	697 mL	135 Wh
28 Sept 2026, 09:46	anthropic	sonnet	roadmap-tools	-	327,937 / 62,231	-	€6.72	189 g	3.0 L	502 Wh
28 Sept 2026, 09:43	anthropic	sonnet	acme-web	-	20,607 / 5,107	-	€0.55	15 g	243 mL	41 Wh
28 Sept 2026, 09:31	anthropic	opus	spec-workshop	-	146,833 / 21,834	-	€4.51	157 g	2.5 L	418 Wh
28 Sept 2026, 09:19	anthropic	opus	data-pipeline	-	20,040 / 4,373	-	€0.72	27 g	419 mL	70 Wh
28 Sept 2026, 09:08	anthropic	opus	acme-api	-	455,954 / 108,463	-	€16.92	627 g	9.9 L	1.7 kWh
28 Sept 2026, 09:00	openai	gpt-5.6-sol	-	-	90,232 / 13,672	-	€0.95	103 g	1.2 L	234 Wh
28 Sept 2026, 08:48	anthropic	sonnet	ml-experiments	-	2,702 / 712	-	€0.07	2 g	32 mL	5.42 Wh
28 Sept 2026, 08:42	anthropic	sonnet	data-pipeline	-	1,209 / 250	-	€0.02	0.688 g	11 mL	1.83 Wh
28 Sept 2026, 08:39	anthropic	opus	infra-terraform	-	3,282 / 785	-	€0.12	4 g	69 mL	12 Wh
28 Sept 2026, 08:37	anthropic	haiku	design-system	-	11,157 / 2,009	-	€0.13	4 g	56 mL	9.41 Wh
28 Sept 2026, 08:25	anthropic	opus	acme-app	-	503 / 107	-	€0.02	0.583 g	9.2 mL	1.55 Wh
28 Sept 2026, 08:05	anthropic	opus	acme-app	-	455 / 96	-	€0.02	0.574 g	9.1 mL	1.53 Wh