Demo - TokenClimate

Total CO₂ emissions

523.9 kgCO₂e

38%vs previous period

≈ 3,689 km by car

across 50 members

Monthly budget

€13,657/ €17,894

76% of budget used

Per session

165 gCO₂e / session

11%vs previous period

over 3,172 sessions

Per million tokens

22 g/ M tok4%

€0.56/ M tok3%

vs previous period

10.1 kg per active member

Top member

88.1 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.

523.9 kg

Top members

51 members

Top members	CO₂	Actual cost	vs API	Change
Antoine Bernard	88.1 kg	€378	−€2,512	45%	Details
Gabriel Robert▲1	48 kg	€324	−€1,023	25%	Details
Julien Moreau▲1	39.8 kg	€302	−€945	10%	Details
Ulysse Girard▼2	37.2 kg	€240	−€284	18%	Details
Yasmine Lambert	35.5 kg	€275	subscription cheaper	20%	Details
Manon Michel▲1	33.8 kg	€267	−€789	117%	Details
Élodie Dubois▼1	27.1 kg	€259	−€582	41%	Details
Léa Simon▲18	23.6 kg	€747	subscription cheaper	1349%	Details
Paul Roux▼1	15.8 kg	€246	−€181	7%	Details
Baptiste Vincent▲19	14.8 kg	€177	−€54	1079%	Details
Hugo Richardoutside top 10▲5	11.5 kg	€413	subscription cheaper	137%	Details
Florent Thomasoutside top 10▼4	8.9 kg	€240	+€96	25%	Details
Quentin Davidoutside top 10▼6	8.6 kg	€235	+€76	21%	Details
Océane Leroyoutside top 10	8.1 kg	€220	+€16	91%	Details
Romane Bertrandoutside top 10▼10	4 kg	€175	+€9	40%	Details
Sarah Moreloutside top 10▲5	3.2 kg	€201	+€150	191%	Details
Kenza Garnieroutside top 10▼19	2.2 kg	€175	+€87	79%	Details
Ugo Renaudoutside top 10	1.9 kg	€87	+€21	66%	Details
Karim Laurentoutside top 10▲10	925 g	€183	+€173	3326%	Details
Adèle Rousseauoutside top 10▼7	591 g	€87	+€64	41%	Details
Olivia Perrinoutside top 10▼26	322 g	€17	+€5	88%	Details
Other	366 g	—	—	26%

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 OpusAnthropic	34%	31%	53%	20 g	€0.90
Claude SonnetAnthropic	33%	16%	22%	10 g	€0.36
Claude HaikuAnthropic	21%	5%	7%	5 g	€0.19
GPT-5.6 SolOpenAI	5%	23%	8%	99 g	€0.90
Claude FableAnthropic	3%	6%	7%	40 g	€1.16
GPT-5.6 TerraOpenAI	2%	2%	1%	32 g	€0.47
Gemini 2.5 FlashGoogle	1%	9%	1%	149 g	€0.40
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 OpusAnthropic

Tokens: 34%
CO₂: 31%
Cost: 53%

Claude SonnetAnthropic

Tokens: 33%
CO₂: 16%
Cost: 22%

Claude HaikuAnthropic

Tokens: 21%
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: 2%
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 Opus €21.8 · 1.9 kg
Claude Sonnet €8.73 · 950 g
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

523.9 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	€12,173	309 kgderived	89%
OpenAI	€1,287	133.4 kgderived	9%
Google	€144	68.8 kgderived	1%
Meta	€51	3.1 kgderived	0%
DeepSeek	€2	9.5 kgderived	0%

By feature

1 feature

Feature	Cost	CO2	Share
Unattributed	€13,657	523.9 kgderived	100%

Actual cost vs API equivalent

−€6,289

Actual cost (subscriptions)

€7,368

API equivalent

€13,657

Subscriptions save you ~€6,289 over the period.

Subscriptions to review (18)

Léa Simon · metered, a subscription would be cheaper€572 / period
Hugo Richard · metered, a subscription would be cheaper€238 / period
Karim Laurent · under-used subscription, metered API would do€173 / period
Sarah Morel · under-used subscription, metered API would do€150 / period
Yasmine Lambert

Call log

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

3,172 calls over the last 30 days · 21–40.

Sort byTime Cost CO₂2 / 159

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, 19:16	anthropic	sonnet	acme-app	-	605 / 115	-	€0.01	0.330 g	5.2 mL	0.88 Wh
07 Oct 2026, 19:00	openai	gpt-5.6-sol	-	-	137,700 / 20,864	-	€1.44	158 g	1.9 L	358 Wh
07 Oct 2026, 19:00	openai	gpt-5.6-sol	-	-	47,033 / 7,126	-	€0.49	54 g	632 mL	122 Wh
07 Oct 2026, 18:52	anthropic	opus	acme-api	-	155,616 / 35,659	-	€8.95	205 g	3.2 L	544 Wh
07 Oct 2026, 18:36	anthropic	sonnet	ml-experiments	-	191,712 / 36,736	-	€3.96	111 g	1.8 L	296 Wh
07 Oct 2026, 18:17	anthropic	sonnet	acme-app	-	696 / 180	-	€0.02	0.459 g	7.3 mL	1.22 Wh
07 Oct 2026, 18:14	anthropic	opus	acme-app	-	792 / 141	-	€0.03	0.795 g	13 mL	2.11 Wh
07 Oct 2026, 18:07	anthropic	sonnet	dbt-models	-	763 / 127	-	€0.02	0.421 g	6.6 mL	1.12 Wh
07 Oct 2026, 18:00	openai	gpt-5.6-sol	-	-	9,548 / 1,447	-	€0.10	11 g	128 mL	25 Wh
07 Oct 2026, 18:00	openai	gpt-5.6-sol	-	-	71,818 / 10,881	-	€0.75	82 g	965 mL	187 Wh
07 Oct 2026, 18:00	openai	gpt-5.6-sol	-	-	20,753 / 3,144	-	€0.22	24 g	279 mL	54 Wh
07 Oct 2026, 18:00	openai	gpt-5.6-sol	-	-	49,072 / 7,435	-	€0.51	56 g	659 mL	128 Wh
07 Oct 2026, 17:54	anthropic	opus	data-pipeline	-	467 / 103	-	€0.02	0.570 g	9 mL	1.52 Wh
07 Oct 2026, 17:36	anthropic	sonnet	acme-app	-	127,600 / 33,174	-	€3.16	92 g	1.4 L	244 Wh
07 Oct 2026, 17:29	anthropic	opus	acme-app	-	2,221 / 398	-	€0.10	2 g	36 mL	6.03 Wh
07 Oct 2026, 17:15	anthropic	opus	acme-app	-	142,200 / 32,325	-	€8.33	189 g	3.0 L	503 Wh
07 Oct 2026, 17:13	anthropic	sonnet	design-system	-	739 / 165	-	€0.02	0.465 g	7.4 mL	1.24 Wh
07 Oct 2026, 17:04	anthropic	opus	infra-terraform	-	73,569 / 18,136	-	€3.95	94 g	1.5 L	250 Wh
07 Oct 2026, 17:03	anthropic	opus	roadmap-tools	-	5,363 / 1,379	-	€0.34	8 g	124 mL	21 Wh
07 Oct 2026, 17:00	openai	gpt-5.6-sol	-	-	62,842 / 9,522	-	€0.66	72 g	845 mL	163 Wh