Demo - TokenClimate

Total CO₂ emissions

533.7 kgCO₂e

35%vs previous period

≈ 3,758 km by car

across 50 members

Monthly budget

€13,864/ €17,894

77% of budget used

Per session

166 gCO₂e / session

10%vs previous period

over 3,217 sessions

Per million tokens

21 g/ M tok1%

€0.55/ M tok2%

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	−€2,475	43%	Details
Gabriel Robert▲1	48.7 kg	€327	−€1,041	25%	Details
Julien Moreau▲1	39.7 kg	€300	−€953	7%	Details
Ulysse Girard▼2	38.7 kg	€244	−€289	15%	Details
Yasmine Lambert	35.3 kg	€270	subscription cheaper	16%	Details
Manon Michel	28.2 kg	€263	−€548	30%	Details
Élodie Dubois	26.7 kg	€257	−€572	36%	Details
Léa Simon▲17	23.9 kg	€748	subscription cheaper	1318%	Details
Paul Roux▼1	17.6 kg	€249	−€227	19%	Details
Baptiste Vincent▲18	14.7 kg	€177	−€51	909%	Details
Hugo Richardoutside top 10▲5	11.6 kg	€414	subscription cheaper	127%	Details
Florent Thomasoutside top 10▼5	8.9 kg	€240	+€99	19%	Details
Quentin Davidoutside top 10▼5	8.8 kg	€237	+€82	19%	Details
Océane Leroyoutside top 10▼1	8.3 kg	€221	+€14	92%	Details
Romane Bertrandoutside top 10▼11	4.1 kg	€175	+€7	40%	Details
Sarah Moreloutside top 10▲4	3.4 kg	€202	+€148	202%	Details
Pierre Marchandoutside top 10▼3	2.1 kg	€87	+€6	37%	Details
Ugo Renaudoutside top 10▲3	1.9 kg	€87	+€21	66%	Details
Karim Laurentoutside top 10▲12	1 kg	€184	+€173	3700%	Details
Adèle Rousseauoutside top 10▼8	688 g	€87	+€62	32%	Details
Olivia Perrinoutside top 10▼25	409 g	€17	+€2	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%	24%	10 g	€0.36
Claude OpusAnthropic	31%	30%	50%	20 g	€0.90
Claude HaikuAnthropic	22%	5%	7%	5 g	€0.18
GPT-5.6 SolOpenAI	5%	23%	8%	99 g	€0.90
Claude FableAnthropic	3%	6%	7%	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 FlashDeepSeek	0%	2%	0%	1.8 kg	€0.39

Claude SonnetAnthropic

Tokens: 36%
CO₂: 18%
Cost: 24%

Claude OpusAnthropic

Tokens: 31%
CO₂: 30%
Cost: 50%

Claude HaikuAnthropic

Tokens: 22%
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: 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 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 Sonnet €8.73 · 950 g
Claude Opus €21.8 · 1.9 kg
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

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	€12,349	315.1 kgderived	89%
OpenAI	€1,316	136.7 kgderived	9%
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	€13,864	533.7 kgderived	100%

Actual cost vs API equivalent

−€6,473

Actual cost (subscriptions)

€7,392

API equivalent

€13,864

Subscriptions save you ~€6,473 over the period.

Subscriptions to review (18)

Léa Simon · metered, a subscription would be cheaper€574 / period
Hugo Richard · metered, a subscription would be cheaper€239 / period
Karim Laurent · under-used subscription, metered API would do€173 / period
Sarah Morel · under-used subscription, metered API would do€148 / period
Florent Thomas

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 · 261–280.

Sort byTime Cost CO₂14 / 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 →

07 Oct 2026, 11:01	anthropic	opus	ml-experiments	-	28,903 / 5,983	-	€1.45	34 g	531 mL	89 Wh
07 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	168,043 / 25,461	-	€1.76	193 g	2.3 L	437 Wh
07 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	55,294 / 8,378	-	€0.58	63 g	743 mL	144 Wh
07 Oct 2026, 11:00	openai	gpt-5.6-terra	-	-	269,567 / 40,844	-	€1.48	102 g	1.2 L	230 Wh
07 Oct 2026, 11:00	anthropic	sonnet	-	-	208,153 / 32,424	-	€0.84	44 g	695 mL	117 Wh
07 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	59,938 / 9,082	-	€0.63	69 g	805 mL	156 Wh
07 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	85,540 / 12,961	-	€0.90	98 g	1.1 L	222 Wh
07 Oct 2026, 11:00	openai	gpt-5.6-terra	-	-	35,861 / 5,433	-	€0.20	14 g	159 mL	31 Wh
07 Oct 2026, 11:00	openai	gpt-5.6-sol	-	-	16,743 / 2,537	-	€0.18	19 g	225 mL	44 Wh
07 Oct 2026, 10:55	anthropic	opus	acme-api	-	1,018 / 236	-	€0.06	1 g	22 mL	3.75 Wh
07 Oct 2026, 10:38	anthropic	sonnet	acme-api	-	462,672 / 110,821	-	€9.38	282 g	4.5 L	749 Wh
07 Oct 2026, 10:32	anthropic	opus	dbt-models	-	12,302 / 2,170	-	€0.63	14 g	219 mL	37 Wh
07 Oct 2026, 10:28	anthropic	sonnet	ml-experiments	-	124,935 / 28,289	-	€3.60	97 g	1.5 L	257 Wh
07 Oct 2026, 10:26	anthropic	haiku	acme-app	-	127,787 / 26,235	-	€1.19	36 g	563 mL	95 Wh
07 Oct 2026, 10:17	anthropic	opus	acme-app	-	10,023 / 1,801	-	€0.53	12 g	184 mL	31 Wh
07 Oct 2026, 10:09	anthropic	sonnet	dbt-models	-	38,045 / 6,725	-	€0.82	22 g	352 mL	59 Wh
07 Oct 2026, 10:01	anthropic	opus	acme-app	-	2,420 / 604	-	€0.15	3 g	54 mL	9.13 Wh
07 Oct 2026, 10:00	openai	gpt-5.6-sol	-	-	117,206 / 17,758	-	€1.23	134 g	1.6 L	305 Wh
07 Oct 2026, 10:00	openai	gpt-5.6-sol	-	-	25,655 / 3,887	-	€0.27	29 g	345 mL	67 Wh
07 Oct 2026, 10:00	openai	gpt-5.6-sol	-	-	33,418 / 5,063	-	€0.35	38 g	449 mL	87 Wh