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.

3,312 calls over the last 30 days · 2641–2660.

Sort byTime Cost CO₂133 / 166

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 →

18 Sept 2026, 22:00	openai	gpt-5.6-sol	-	-	48,947 / 7,416	-	€0.51	56 g	658 mL	127 Wh
18 Sept 2026, 22:00	openai	gpt-5.6-sol	-	-	20,046 / 3,037	-	€0.21	23 g	269 mL	52 Wh
18 Sept 2026, 21:00	openai	gpt-5.6-sol	-	-	77,871 / 11,799	-	€0.82	89 g	1.0 L	202 Wh
18 Sept 2026, 21:00	openai	gpt-5.6-sol	-	-	141,836 / 21,490	-	€1.49	163 g	1.9 L	369 Wh
18 Sept 2026, 20:00	openai	gpt-5.6-terra	-	-	52,210 / 7,911	-	€0.29	20 g	231 mL	45 Wh
18 Sept 2026, 20:00	openai	gpt-5.6-sol	-	-	54,679 / 8,285	-	€0.57	63 g	735 mL	142 Wh
18 Sept 2026, 20:00	openai	gpt-5.6-sol	-	-	206,362 / 31,267	-	€2.16	236 g	2.8 L	536 Wh
18 Sept 2026, 20:00	openai	gpt-5.6-terra	-	-	24,668 / 3,738	-	€0.14	9 g	109 mL	21 Wh
18 Sept 2026, 19:39	anthropic	fable	data-pipeline	-	11,934 / 2,554	-	€0.89	31 g	498 mL	84 Wh
18 Sept 2026, 19:38	anthropic	sonnet	spec-workshop	-	220,406 / 65,403	-	€6.06	177 g	2.8 L	470 Wh
18 Sept 2026, 19:19	anthropic	sonnet	acme-app	-	83,405 / 21,428	-	€2.13	61 g	962 mL	162 Wh
18 Sept 2026, 19:00	openai	gpt-5.6-sol	-	-	55,697 / 8,439	-	€0.58	64 g	748 mL	145 Wh
18 Sept 2026, 19:00	openai	gpt-5.6-sol	-	-	66,880 / 10,133	-	€0.70	77 g	899 mL	174 Wh
18 Sept 2026, 19:00	openai	gpt-5.6-terra	-	-	85,115 / 12,896	-	€0.47	32 g	376 mL	73 Wh
18 Sept 2026, 18:42	anthropic	opus	ml-experiments	-	8,771 / 1,639	-	€0.45	10 g	159 mL	27 Wh
18 Sept 2026, 18:16	anthropic	opus	acme-api	-	57,621 / 10,170	-	€2.87	64 g	1.0 L	170 Wh
18 Sept 2026, 18:12	anthropic	opus	data-pipeline	-	828 / 145	-	€0.04	0.937 g	15 mL	2.49 Wh
18 Sept 2026, 18:11	anthropic	sonnet	acme-api	-	3,747 / 772	-	€0.07	2 g	33 mL	5.58 Wh
18 Sept 2026, 18:00	openai	gpt-5.6-sol	-	-	29,777 / 4,512	-	€0.31	34 g	400 mL	77 Wh
18 Sept 2026, 18:00	openai	gpt-5.6-sol	-	-	88,769 / 13,450	-	€0.93	102 g	1.2 L	231 Wh