Demo - TokenClimate

Total CO₂ emissions

523.9 kgCO₂e

38%vs previous period

≈ 3,689 km by car

across 50 members

Monthly budget

€13,657/ €17,894

76% of budget used

Per session

165 gCO₂e / session

11%vs previous period

over 3,172 sessions

Per million tokens

22 g/ M tok4%

€0.56/ M tok3%

vs previous period

10.1 kg per active member

Top member

88.1 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.

523.9 kg

Top members

51 members

Top members	CO₂	Actual cost	vs API	Change
Antoine Bernard	88.1 kg	€378	−€2,512	45%	Details
Gabriel Robert▲1	48 kg	€324	−€1,023	25%	Details
Julien Moreau▲1	39.8 kg	€302	−€945	10%	Details
Ulysse Girard▼2	37.2 kg	€240	−€284	18%	Details
Yasmine Lambert	35.5 kg	€275	subscription cheaper	20%	Details
Manon Michel▲1	33.8 kg	€267	−€789	117%	Details
Élodie Dubois▼1	27.1 kg	€259	−€582	41%	Details
Léa Simon▲18	23.6 kg	€747	subscription cheaper	1349%	Details
Paul Roux▼1	15.8 kg	€246	−€181	7%	Details
Baptiste Vincent▲19	14.8 kg	€177	−€54	1079%	Details
Hugo Richardoutside top 10▲5	11.5 kg	€413	subscription cheaper	137%	Details
Florent Thomasoutside top 10▼4	8.9 kg	€240	+€96	25%	Details
Quentin Davidoutside top 10▼6	8.6 kg	€235	+€76	21%	Details
Océane Leroyoutside top 10	8.1 kg	€220	+€16	91%	Details
Romane Bertrandoutside top 10▼10	4 kg	€175	+€9	40%	Details
Sarah Moreloutside top 10▲5	3.2 kg	€201	+€150	191%	Details
Kenza Garnieroutside top 10▼19	2.2 kg	€175	+€87	79%	Details
Ugo Renaudoutside top 10	1.9 kg	€87	+€21	66%	Details
Karim Laurentoutside top 10▲10	925 g	€183	+€173	3326%	Details
Adèle Rousseauoutside top 10▼7	591 g	€87	+€64	41%	Details
Olivia Perrinoutside top 10▼26	322 g	€17	+€5	88%	Details
Other	366 g	—	—	26%

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 OpusAnthropic	34%	31%	53%	20 g	€0.90
Claude SonnetAnthropic	33%	16%	22%	10 g	€0.36
Claude HaikuAnthropic	21%	5%	7%	5 g	€0.19
GPT-5.6 SolOpenAI	5%	23%	8%	99 g	€0.90
Claude FableAnthropic	3%	6%	7%	40 g	€1.16
GPT-5.6 TerraOpenAI	2%	2%	1%	32 g	€0.47
Gemini 2.5 FlashGoogle	1%	9%	1%	149 g	€0.40
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 FlashDeepSeek	0%	2%	0%	1.8 kg	€0.39

Claude OpusAnthropic

Tokens: 34%
CO₂: 31%
Cost: 53%

Claude SonnetAnthropic

Tokens: 33%
CO₂: 16%
Cost: 22%

Claude HaikuAnthropic

Tokens: 21%
CO₂: 5%
Cost: 7%

GPT-5.6 SolOpenAI

Tokens: 5%
CO₂: 23%
Cost: 8%

Claude FableAnthropic

Tokens: 3%
CO₂: 6%
Cost: 7%

GPT-5.6 TerraOpenAI

Tokens: 2%
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 FlashDeepSeek

Tokens: 0%
CO₂: 2%
Cost: 0%

Where your models stand

List price and CO₂e per million generated tokens, for the 26 current registry models. Your models are filled, the others hollow.

Your models
Registry

Your models, in numbers

Claude Opus €21.8 · 1.9 kg
Claude Sonnet €8.73 · 950 g
Claude Haiku €4.36 · 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 Flash €1.15 · 7.9 kg

Acme activity · hour × day

523.9 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	€12,173	309 kgderived	89%
OpenAI	€1,287	133.4 kgderived	9%
Google	€144	68.8 kgderived	1%
Meta	€51	3.1 kgderived	0%
DeepSeek	€2	9.5 kgderived	0%

By feature

1 feature

Feature	Cost	CO2	Share
Unattributed	€13,657	523.9 kgderived	100%

Actual cost vs API equivalent

−€6,289

Actual cost (subscriptions)

€7,368

API equivalent

€13,657

Subscriptions save you ~€6,289 over the period.

Subscriptions to review (18)

Léa Simon · metered, a subscription would be cheaper€572 / period
Hugo Richard · metered, a subscription would be cheaper€238 / period
Karim Laurent · under-used subscription, metered API would do€173 / period
Sarah Morel · under-used subscription, metered API would do€150 / period
Yasmine Lambert

Call log

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

3,172 calls over the last 30 days · 81–100.

Sort byTime Cost CO₂5 / 159

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 →

07 Oct 2026, 14:06	anthropic	sonnet	dbt-models	-	10,860 / 1,925	-	€0.19	5 g	86 mL	14 Wh
07 Oct 2026, 14:00	anthropic	sonnet	-	-	134,934 / 30,006	-	€0.65	38 g	595 mL	100 Wh
07 Oct 2026, 14:00	openai	gpt-5.6-sol	-	-	7,556 / 1,145	-	€0.08	9 g	102 mL	20 Wh
07 Oct 2026, 14:00	openai	gpt-5.6-sol	-	-	201,171 / 30,481	-	€2.11	231 g	2.7 L	523 Wh
07 Oct 2026, 14:00	openai	gpt-5.6-sol	-	-	142,390 / 21,574	-	€1.49	163 g	1.9 L	370 Wh
07 Oct 2026, 14:00	openai	gpt-5.6-sol	-	-	25,535 / 3,869	-	€0.27	29 g	343 mL	66 Wh
07 Oct 2026, 14:00	openai	gpt-5.6-sol	-	-	90,578 / 13,724	-	€0.95	104 g	1.2 L	235 Wh
07 Oct 2026, 14:00	openai	gpt-5.6-terra	-	-	52,216 / 7,912	-	€0.29	20 g	231 mL	45 Wh
07 Oct 2026, 14:00	openai	gpt-5.6-sol	-	-	50,667 / 7,677	-	€0.53	58 g	681 mL	132 Wh
07 Oct 2026, 14:00	openai	gpt-5.6-sol	-	-	153,518 / 23,260	-	€1.61	176 g	2.1 L	399 Wh
07 Oct 2026, 13:35	anthropic	haiku	acme-app	-	106,696 / 18,494	-	€1.03	29 g	462 mL	78 Wh
07 Oct 2026, 13:28	anthropic	opus	dbt-models	-	5,508 / 1,118	-	€0.25	6 g	93 mL	16 Wh
07 Oct 2026, 13:00	anthropic	opus	acme-api	-	2,601 / 730	-	€0.16	4 g	60 mL	10 Wh
07 Oct 2026, 13:00	openai	gpt-5.6-terra	-	-	112,380 / 17,027	-	€0.62	42 g	497 mL	96 Wh
07 Oct 2026, 13:00	openai	gpt-5.6-sol	-	-	100,403 / 15,213	-	€1.05	115 g	1.3 L	261 Wh
07 Oct 2026, 13:00	openai	gpt-5.6-sol	-	-	52,476 / 7,951	-	€0.55	60 g	705 mL	136 Wh
07 Oct 2026, 13:00	openai	gpt-5.6-sol	-	-	132,130 / 20,020	-	€1.39	151 g	1.8 L	343 Wh
07 Oct 2026, 13:00	openai	gpt-5.6-sol	-	-	144,330 / 21,868	-	€1.51	165 g	1.9 L	375 Wh
07 Oct 2026, 13:00	openai	gpt-5.6-sol	-	-	143,503 / 21,743	-	€1.51	164 g	1.9 L	373 Wh
07 Oct 2026, 12:45	anthropic	sonnet	spec-workshop	-	12,887 / 1,874	-	€0.24	6 g	101 mL	17 Wh