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 27 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 · 521–540.

Sort byTime Cost CO₂27 / 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, 14:00	openai	gpt-5.6-sol	-	-	161,986 / 24,543	-	€1.70	186 g	2.2 L	421 Wh
05 Oct 2026, 14:00	openai	gpt-5.6-sol	-	-	53,441 / 8,097	-	€0.56	61 g	718 mL	139 Wh
05 Oct 2026, 13:59	anthropic	opus	acme-app	-	145,358 / 40,622	-	€5.60	215 g	3.4 L	570 Wh
05 Oct 2026, 13:23	anthropic	opus	dbt-models	-	16,707 / 3,766	-	€0.49	19 g	297 mL	50 Wh
05 Oct 2026, 13:16	anthropic	opus	acme-app	-	1,009 / 245	-	€0.04	1 g	23 mL	3.88 Wh
05 Oct 2026, 13:00	openai	gpt-5.6-terra	-	-	158,520 / 24,018	-	€0.87	60 g	701 mL	135 Wh
05 Oct 2026, 13:00	openai	gpt-5.6-terra	-	-	57,316 / 8,684	-	€0.32	22 g	253 mL	49 Wh
05 Oct 2026, 13:00	openai	gpt-5.6-sol	-	-	88,779 / 13,451	-	€0.93	102 g	1.2 L	231 Wh
05 Oct 2026, 12:45	anthropic	opus	acme-app	-	555,452 / 108,977	-	€14.61	559 g	8.8 L	1.5 kWh
05 Oct 2026, 12:33	anthropic	opus	acme-api	-	45,433 / 9,834	-	€1.66	61 g	967 mL	163 Wh
05 Oct 2026, 12:04	anthropic	sonnet	acme-web	-	960 / 148	-	€0.02	0.520 g	8.2 mL	1.38 Wh
05 Oct 2026, 12:00	anthropic	sonnet	-	-	215,228 / 43,205	-	€0.89	53 g	844 mL	142 Wh
05 Oct 2026, 12:00	openai	gpt-5.6-sol	-	-	67,726 / 10,261	-	€0.71	78 g	910 mL	176 Wh
05 Oct 2026, 12:00	openai	gpt-5.6-sol	-	-	238,140 / 36,082	-	€2.50	273 g	3.2 L	619 Wh
05 Oct 2026, 12:00	openai	gpt-5.6-sol	-	-	93,867 / 14,222	-	€0.98	108 g	1.3 L	244 Wh
05 Oct 2026, 11:49	anthropic	sonnet	acme-app	-	88,937 / 20,006	-	€1.78	53 g	835 mL	140 Wh
05 Oct 2026, 11:44	anthropic	sonnet	data-pipeline	-	20,389 / 4,591	-	€0.55	15 g	236 mL	40 Wh
05 Oct 2026, 11:44	anthropic	haiku	acme-app	-	8,325 / 1,231	-	€0.07	2 g	33 mL	5.47 Wh
05 Oct 2026, 11:37	anthropic	opus	acme-app	-	73 / 20	-	€0.0029	0.110 g	1.7 mL	0.29 Wh
05 Oct 2026, 11:36	anthropic	sonnet	spec-workshop	-	21,907 / 4,712	-	€0.50	14 g	222 mL	37 Wh