Demo - TokenClimate

Total CO₂ emissions

533.7 kgCO₂e

35%vs previous period

≈ 3,758 km by car

across 50 members

Monthly budget

€11,855/ €17,894

66% of budget used

Per session

166 gCO₂e / session

10%vs previous period

over 3,217 sessions

Per million tokens

21 g/ M tok1%

€0.47/ M tok16%

vs previous period

10.3 kg per active member

Top member

88.3 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.

533.7 kg

Top members

51 members

Top members	CO₂	Actual cost	vs API	Change
Antoine Bernard	88.3 kg	€391	−€2,128	43%	Details
Gabriel Robert▲1	48.7 kg	€327	−€901	25%	Details
Julien Moreau▲1	39.7 kg	€300	−€599	7%	Details
Ulysse Girard▼2	38.7 kg	€244	−€243	15%	Details
Yasmine Lambert	35.3 kg	€228	subscription cheaper	16%	Details
Manon Michel	28.2 kg	€263	−€517	30%	Details
Élodie Dubois	26.7 kg	€257	−€389	36%	Details
Léa Simon▲17	23.9 kg	€725	subscription cheaper	1318%	Details
Paul Roux▼1	17.6 kg	€249	−€150	19%	Details
Baptiste Vincent▲18	14.7 kg	€176	+€18	909%	Details
Inès Durandoutside top 10▲1	14.1 kg	€256	+€4	87%	Details
Hugo Richardoutside top 10▲5	11.6 kg	€279	subscription cheaper	127%	Details
Camille Petitoutside top 10▼2	9.3 kg	€220	+€13	34%	Details
Florent Thomasoutside top 10▼5	8.9 kg	€240	+€116	19%	Details
Quentin Davidoutside top 10▼5	8.8 kg	€237	+€108	19%	Details
Océane Leroyoutside top 10▼1	8.3 kg	€221	+€47	92%	Details
Nathan Lefebvreoutside top 10▼7	5.8 kg	€122	+€2	5%	Details
Romane Bertrandoutside top 10▼11	4.1 kg	€175	+€50	40%	Details
Sarah Moreloutside top 10▲4	3.4 kg	€202	+€153	202%	Details
Pierre Marchandoutside top 10▼3	2.1 kg	€87	+€20	37%	Details
Ugo Renaudoutside top 10▲3	1.9 kg	€87	+€23	66%	Details
Karim Laurentoutside top 10▲12	1 kg	€184	+€173	3700%	Details
Adèle Rousseauoutside top 10▼8	688 g	€87	+€64	32%	Details
Olivia Perrinoutside top 10▼25	409 g	€17	+€4	84%	Details
Other	353 g	—	—	16%

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	€0.67
Claude HaikuAnthropic	22%	5%	8%	5 g	€0.17
GPT-5.6 SolOpenAI	5%	23%	10%	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: 5%
Cost: 8%

GPT-5.6 SolOpenAI

Tokens: 5%
CO₂: 23%
Cost: 10%

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

533.7 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	€10,341	315.1 kgderived	87%
OpenAI	€1,316	136.7 kgderived	11%
Google	€147	69.3 kgderived	1%
Meta	€50	3.1 kgderived	0%
DeepSeek	€2	9.5 kgderived	0%

By feature

1 feature

Feature	Cost	CO2	Share
Unattributed	€11,855	533.7 kgderived	100%

Actual cost vs API equivalent

−€4,675

Actual cost (subscriptions)

€7,180

API equivalent

€11,855

Subscriptions save you ~€4,675 over the period.

Subscriptions to review (22)

Léa Simon · metered, a subscription would be cheaper€550 / 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€116 / period

Call log

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

3,217 calls over the last 30 days · 541–560.

Sort byTime Cost CO₂28 / 161

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 →

05 Oct 2026, 11:31	anthropic	opus	acme-app	-	451,849 / 79,243	-	€15.90	551 g	8.7 L	1.5 kWh
05 Oct 2026, 11:09	anthropic	opus	data-pipeline	-	23,502 / 3,637	-	€0.67	23 g	368 mL	62 Wh
05 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	114,964 / 17,419	-	€1.21	132 g	1.5 L	299 Wh
05 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	73,117 / 11,078	-	€0.77	84 g	983 mL	190 Wh
05 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	15,649 / 2,371	-	€0.16	18 g	210 mL	41 Wh
05 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	37,414 / 5,669	-	€0.39	43 g	503 mL	97 Wh
05 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	80,882 / 12,255	-	€0.85	93 g	1.1 L	210 Wh
05 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	45,772 / 6,935	-	€0.48	52 g	615 mL	119 Wh
05 Oct 2026, 11:00	openai	gpt-5.6-terra	-	-	117,277 / 17,769	-	€0.65	44 g	518 mL	100 Wh
05 Oct 2026, 10:57	anthropic	opus	ml-experiments	-	1,406 / 318	-	€0.05	2 g	26 mL	4.43 Wh
05 Oct 2026, 10:55	anthropic	haiku	dbt-models	-	31,470 / 4,980	-	€0.34	9 g	145 mL	24 Wh
05 Oct 2026, 10:49	anthropic	opus	acme-app	-	94,566 / 20,919	-	€3.68	134 g	2.1 L	356 Wh
05 Oct 2026, 10:32	anthropic	opus	mobile-app	-	720 / 192	-	€0.03	1 g	16 mL	2.75 Wh
05 Oct 2026, 10:31	anthropic	opus	acme-app	-	37,304 / 7,480	-	€1.29	45 g	704 mL	118 Wh
05 Oct 2026, 10:28	anthropic	sonnet	acme-web	-	558 / 128	-	€0.01	0.353 g	5.6 mL	0.94 Wh
05 Oct 2026, 10:18	anthropic	sonnet	acme-app	-	2,823 / 558	-	€0.06	2 g	27 mL	4.59 Wh
05 Oct 2026, 10:01	anthropic	sonnet	mobile-app	-	12,060 / 2,352	-	€0.26	7 g	113 mL	19 Wh
05 Oct 2026, 10:00	openai	gpt-5.6-sol	-	-	53,777 / 8,148	-	€0.56	62 g	723 mL	140 Wh
05 Oct 2026, 10:00	openai	gpt-5.6-sol	-	-	165,663 / 25,100	-	€1.74	190 g	2.2 L	430 Wh
05 Oct 2026, 10:00	openai	gpt-5.6-sol	-	-	41,205 / 6,243	-	€0.43	47 g	554 mL	107 Wh