Demo - TokenClimate

Total CO₂ emissions

543.6 kgCO₂e

39%vs previous period

≈ 3,828 km by car

across 50 members

Monthly budget

€12,036/ €17,894

67% of budget used

Per session

170 gCO₂e / session

3%vs previous period

over 3,200 sessions

Per million tokens

21 g/ M tok1%

€0.46/ M tok16%

vs previous period

10.5 kg per active member

Top member

90.2 kg· 17%

Antoine Bernard leads for the period.

30-day trend · CO₂e / day

Peak on 21 Sept.

day so farstacked by members

By member

Click a slice to filter.

543.6 kg

Top members

51 members

Top members	CO₂	Actual cost	vs API	Change
Antoine Bernard	90.2 kg	€390	−€2,151	44%	Details
Gabriel Robert▲1	49.6 kg	€324	−€934	28%	Details
Julien Moreau▲1	41.7 kg	€292	−€668	15%	Details
Ulysse Girard▼2	39.4 kg	€244	−€259	13%	Details
Yasmine Lambert	34.6 kg	€225	subscription cheaper	11%	Details
Manon Michel	28 kg	€262	−€517	37%	Details
Élodie Dubois▲1	27 kg	€260	−€387	87%	Details
Léa Simon▲16	24.3 kg	€730	subscription cheaper	1357%	Details
Paul Roux▼2	17.3 kg	€246	−€147	16%	Details
Inès Durand▲2	15.5 kg	€256	−€27	89%	Details
Baptiste Vincentoutside top 10▲15	14.8 kg	€176	+€18	893%	Details
Hugo Richardoutside top 10▲5	11.7 kg	€283	subscription cheaper	128%	Details
Camille Petitoutside top 10▼2	9.3 kg	€221	+€17	29%	Details
Océane Leroyoutside top 10▲1	8.8 kg	€226	+€50	98%	Details
Quentin Davidoutside top 10▼6	8.7 kg	€237	+€109	14%	Details
Florent Thomasoutside top 10▼6	8.7 kg	€239	+€121	20%	Details
Nathan Lefebvreoutside top 10▼7	5.5 kg	€121	+€6	8%	Details
Romane Bertrandoutside top 10▼11	4.1 kg	€175	+€51	33%	Details
Sarah Moreloutside top 10▲3	3.3 kg	€201	+€153	153%	Details
Ugo Renaudoutside top 10▲4	2.1 kg	€87	+€16	86%	Details
Pierre Marchandoutside top 10▼5	2.1 kg	€87	+€20	38%	Details
Karim Laurentoutside top 10▲13	1.1 kg	€184	+€173	5171%	Details
Adèle Rousseauoutside top 10▼8	629 g	€87	+€66	39%	Details
Olivia Perrinoutside top 10▼20	409 g	€17	+€4	71%	Details
Other	360 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

543.6 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	€10,530	325.9 kgderived	87%
OpenAI	€1,311	136.2 kgderived	11%
Google	€146	69.1 kgderived	1%
Meta	€48	2.9 kgderived	0%
DeepSeek	€2	9.5 kgderived	0%

By feature

1 feature

Feature	Cost	CO2	Share
Unattributed	€12,036	543.6 kgderived	100%

Actual cost vs API equivalent

−€4,863

Actual cost (subscriptions)

€7,174

API equivalent

€12,036

Subscriptions save you ~€4,863 over the period.

Subscriptions to review (20)

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.

3,200 calls over the last 30 days · 941–960.

Sort byTime Cost CO₂48 / 160

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 →

01 Oct 2026, 17:00	openai	gpt-5.6-sol	-	-	178,917 / 27,109	-	€1.88	205 g	2.4 L	465 Wh
01 Oct 2026, 17:00	openai	gpt-5.6-sol	-	-	70,679 / 10,709	-	€0.74	81 g	950 mL	184 Wh
01 Oct 2026, 16:57	anthropic	sonnet	spec-workshop	-	43,494 / 8,256	-	€0.83	24 g	375 mL	63 Wh
01 Oct 2026, 16:56	anthropic	sonnet	infra-terraform	-	15,005 / 2,823	-	€0.33	9 g	142 mL	24 Wh
01 Oct 2026, 16:53	anthropic	sonnet	ml-experiments	-	18,442 / 4,610	-	€0.50	14 g	221 mL	37 Wh
01 Oct 2026, 16:18	anthropic	sonnet	acme-app	-	49,120 / 11,055	-	€1.04	30 g	480 mL	81 Wh
01 Oct 2026, 16:12	anthropic	opus	acme-app	-	16,901 / 3,968	-	€0.55	21 g	336 mL	56 Wh
01 Oct 2026, 16:06	anthropic	haiku	ml-experiments	-	28,431 / 5,277	-	€0.32	9 g	140 mL	24 Wh
01 Oct 2026, 16:04	anthropic	sonnet	acme-web	-	28,797 / 6,857	-	€0.75	21 g	332 mL	56 Wh
01 Oct 2026, 16:00	openai	gpt-5.6-sol	-	-	60,011 / 9,093	-	€0.63	69 g	806 mL	156 Wh
01 Oct 2026, 16:00	openai	gpt-5.6-sol	-	-	19,583 / 2,967	-	€0.21	22 g	263 mL	51 Wh
01 Oct 2026, 16:00	openai	gpt-5.6-sol	-	-	183,707 / 27,834	-	€1.93	211 g	2.5 L	477 Wh
01 Oct 2026, 16:00	openai	gpt-5.6-sol	-	-	99,605 / 15,092	-	€1.04	114 g	1.3 L	259 Wh
01 Oct 2026, 16:00	openai	gpt-5.6-sol	-	-	133,665 / 20,252	-	€1.40	153 g	1.8 L	347 Wh
01 Oct 2026, 16:00	openai	gpt-5.6-sol	-	-	37,395 / 5,666	-	€0.39	43 g	503 mL	97 Wh
01 Oct 2026, 16:00	openai	gpt-5.6-sol	-	-	94,233 / 14,278	-	€0.99	108 g	1.3 L	245 Wh
01 Oct 2026, 15:54	anthropic	sonnet	acme-app	-	1,021,994 / 207,405	-	€19.82	576 g	9.1 L	1.5 kWh
01 Oct 2026, 15:47	anthropic	opus	ml-experiments	-	15,737 / 3,144	-	€0.46	18 g	277 mL	47 Wh
01 Oct 2026, 15:36	anthropic	opus	ml-experiments	-	577,588 / 132,451	-	€21.02	792 g	12.5 L	2.1 kWh
01 Oct 2026, 15:31	anthropic	opus	acme-app	-	216,502 / 43,979	-	€6.53	248 g	3.9 L	660 Wh