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 · 1321–1340.

Sort byTime Cost CO₂67 / 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 →

29 Sept 2026, 09:59	anthropic	sonnet	ml-experiments	-	1,372 / 323	-	€0.03	0.864 g	14 mL	2.3 Wh
29 Sept 2026, 09:55	anthropic	sonnet	spec-workshop	-	16,013 / 2,715	-	€0.31	9 g	137 mL	23 Wh
29 Sept 2026, 09:54	anthropic	opus	dbt-models	-	22,856 / 5,043	-	€0.71	27 g	426 mL	72 Wh
29 Sept 2026, 09:45	anthropic	opus	mobile-app	-	9,850 / 2,506	-	€0.35	13 g	208 mL	35 Wh
29 Sept 2026, 09:44	anthropic	sonnet	mobile-app	-	44,558 / 6,725	-	€0.92	25 g	388 mL	65 Wh
29 Sept 2026, 09:43	anthropic	sonnet	brand-site	-	577,295 / 103,399	-	€10.50	300 g	4.7 L	798 Wh
29 Sept 2026, 09:10	anthropic	opus	acme-api	-	2,167 / 577	-	€0.08	3 g	49 mL	8.23 Wh
29 Sept 2026, 09:09	anthropic	opus	mobile-app	-	85 / 20	-	€0.0027	0.100 g	1.6 mL	0.27 Wh
29 Sept 2026, 09:07	anthropic	sonnet	brand-site	-	1,427 / 309	-	€0.03	0.930 g	15 mL	2.47 Wh
29 Sept 2026, 09:06	anthropic	sonnet	acme-web	-	57,872 / 13,588	-	€1.27	37 g	586 mL	99 Wh
29 Sept 2026, 09:00	anthropic	sonnet	-	-	217,264 / 39,306	-	€0.84	49 g	781 mL	131 Wh
29 Sept 2026, 09:00	openai	gpt-5.6-sol	-	-	137,383 / 20,816	-	€1.44	157 g	1.8 L	357 Wh
29 Sept 2026, 09:00	anthropic	sonnet	-	-	196,627 / 30,709	-	€0.79	42 g	660 mL	111 Wh
29 Sept 2026, 09:00	openai	gpt-5.6-terra	-	-	73,318 / 11,109	-	€0.40	28 g	324 mL	63 Wh
29 Sept 2026, 08:47	anthropic	opus	acme-app	-	188,787 / 37,824	-	€6.20	232 g	3.7 L	618 Wh
29 Sept 2026, 08:42	anthropic	opus	spec-workshop	-	835 / 166	-	€0.03	0.966 g	15 mL	2.57 Wh
29 Sept 2026, 08:33	anthropic	opus	acme-app	-	531,132 / 88,990	-	€15.81	555 g	8.8 L	1.5 kWh
29 Sept 2026, 08:31	anthropic	sonnet	acme-api	-	53,872 / 13,985	-	€1.37	39 g	624 mL	105 Wh
29 Sept 2026, 08:17	anthropic	sonnet	design-system	-	123,719 / 30,630	-	€3.14	89 g	1.4 L	237 Wh
29 Sept 2026, 02:00	google	gemini-2.5-flash	-	-	4,004,782 / 454,274	-	€2.05	774 g	8.3 L	1.8 kWh