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 · 561–580.

Sort byTime Cost CO₂29 / 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, 10:00	openai	gpt-5.6-sol	-	-	122,837 / 18,612	-	€1.29	141 g	1.7 L	319 Wh
05 Oct 2026, 10:00	openai	gpt-5.6-terra	-	-	114,782 / 17,391	-	€0.63	43 g	507 mL	98 Wh
05 Oct 2026, 09:58	anthropic	haiku	dbt-models	-	1,544 / 423	-	€0.02	0.652 g	10 mL	1.73 Wh
05 Oct 2026, 09:55	anthropic	sonnet	data-pipeline	-	6,233 / 1,213	-	€0.12	3 g	54 mL	9.14 Wh
05 Oct 2026, 09:54	anthropic	sonnet	spec-workshop	-	337,370 / 63,390	-	€7.34	202 g	3.2 L	538 Wh
05 Oct 2026, 09:30	anthropic	sonnet	acme-web	-	26,024 / 7,109	-	€0.70	20 g	318 mL	54 Wh
05 Oct 2026, 09:29	anthropic	sonnet	acme-app	-	43,388 / 9,010	-	€0.99	28 g	438 mL	74 Wh
05 Oct 2026, 09:23	anthropic	sonnet	spec-workshop	-	183 / 39	-	€0.0044	0.121 g	1.9 mL	0.32 Wh
05 Oct 2026, 09:18	anthropic	opus	acme-app	-	3,286 / 667	-	€0.12	4 g	66 mL	11 Wh
05 Oct 2026, 09:09	anthropic	haiku	acme-api	-	80,957 / 20,756	-	€1.01	30 g	468 mL	79 Wh
05 Oct 2026, 09:00	anthropic	opus	acme-app	-	5,466 / 1,239	-	€0.17	7 g	106 mL	18 Wh
05 Oct 2026, 09:00	openai	gpt-5.6-sol	-	-	144,862 / 21,949	-	€1.52	166 g	1.9 L	376 Wh
05 Oct 2026, 09:00	openai	gpt-5.6-sol	-	-	89,528 / 13,565	-	€0.94	103 g	1.2 L	233 Wh
05 Oct 2026, 09:00	openai	gpt-5.6-terra	-	-	274,980 / 41,664	-	€1.51	104 g	1.2 L	235 Wh
05 Oct 2026, 08:27	anthropic	opus	acme-app	-	650 / 159	-	€0.02	0.898 g	14 mL	2.39 Wh
05 Oct 2026, 08:25	anthropic	opus	acme-api	-	252,651 / 53,200	-	€10.09	352 g	5.6 L	936 Wh
05 Oct 2026, 08:05	anthropic	opus	acme-api	-	879 / 205	-	€0.04	1 g	20 mL	3.35 Wh
05 Oct 2026, 07:58	anthropic	haiku	spec-workshop	-	71,578 / 11,448	-	€0.65	18 g	292 mL	49 Wh
05 Oct 2026, 07:36	anthropic	opus	data-pipeline	-	104,141 / 21,029	-	€3.34	121 g	1.9 L	323 Wh
05 Oct 2026, 07:34	anthropic	sonnet	acme-api	-	55,139 / 12,708	-	€1.11	33 g	523 mL	88 Wh