Demo - TokenClimate

Total CO₂ emissions

584.8 kgCO₂e

61%vs previous period

≈ 4,119 km by car

across 50 members

Monthly budget

€12,724/ €17,894

71% of budget used

Per session

172 gCO₂e / session

7%vs previous period

over 3,395 sessions

Per million tokens

21 g/ M tok3%

€0.45/ M tok13%

vs previous period

11.2 kg per active member

Top member

91.3 kg· 16%

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.

584.8 kg

Top members

51 members

Top members	CO₂	Actual cost	vs API	Change
Antoine Bernard	91.3 kg	€384	−€2,178	91%	Details
Gabriel Robert▲1	51.9 kg	€335	−€940	26%	Details
Julien Moreau▲2	44.6 kg	€290	−€750	41%	Details
Ulysse Girard▼2	39.5 kg	€243	−€273	8%	Details
Yasmine Lambert▼1	34.2 kg	€222	subscription cheaper	8%	Details
Paul Roux▲2	32.2 kg	€248	−€575	151%	Details
Élodie Dubois	26.8 kg	€261	−€373	78%	Details
Léa Simon▲16	24.8 kg	€719	subscription cheaper	1071%	Details
Manon Michel▼3	23.4 kg	€261	−€273	14%	Details
Océane Leroy▲7	17.5 kg	€236	−€151	228%	Details
Hugo Richardoutside top 10▲5	11.7 kg	€284	subscription cheaper	147%	Details
Fabien Blancoutside top 10▲10	10 kg	€161	+€5	557%	Details
Quentin Davidoutside top 10▼9	9.5 kg	€242	+€104	16%	Details
Florent Thomasoutside top 10▼8	9 kg	€244	+€127	35%	Details
Hadrien Boyeroutside top 10▼5	6.3 kg	€33	+€0.45	25%	Details
Nathan Lefebvreoutside top 10▼9	5.5 kg	€122	+€6	2%	Details
Romane Bertrandoutside top 10▼12	4.2 kg	€175	+€49	28%	Details
Ugo Renaudoutside top 10▲3	4.1 kg	€87	+€5	258%	Details
Sarah Moreloutside top 10▼4	3.4 kg	€202	+€151	108%	Details
Pierre Marchandoutside top 10▼4	2.2 kg	€87	+€21	40%	Details
Karim Laurentoutside top 10▲14	1.1 kg	€185	+€173	7920%	Details
Adèle Rousseauoutside top 10▼7	509 g	€87	+€71	27%	Details
Olivia Perrinoutside top 10▼21	249 g	€17	+€10	79%	Details
Other	229 g	—	—	38%

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	38%	19%	28%	10 g	€0.33
Claude OpusAnthropic	31%	30%	43%	20 g	€0.64
Claude HaikuAnthropic	20%	5%	6%	5 g	€0.13
GPT-5.6 SolOpenAI	5%	22%	9%	99 g	€0.90
Claude FableAnthropic	4%	8%	11%	40 g	€1.16
GPT-5.6 TerraOpenAI	1%	2%	1%	32 g	€0.47
Gemini 2.5 FlashGoogle	1%	8%	1%	149 g	€0.40
Llama 3.3 70BMeta	0%	0%	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: 38%
CO₂: 19%
Cost: 28%

Claude OpusAnthropic

Tokens: 31%
CO₂: 30%
Cost: 43%

Claude HaikuAnthropic

Tokens: 20%
CO₂: 5%
Cost: 6%

GPT-5.6 SolOpenAI

Tokens: 5%
CO₂: 22%
Cost: 9%

Claude FableAnthropic

Tokens: 4%
CO₂: 8%
Cost: 11%

GPT-5.6 TerraOpenAI

Tokens: 1%
CO₂: 2%
Cost: 1%

Gemini 2.5 FlashGoogle

Tokens: 1%
CO₂: 8%
Cost: 1%

Llama 3.3 70BMeta

Tokens: 0%
CO₂: 0%
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 · 238 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

584.8 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	€11,155	359.7 kgderived	88%
OpenAI	€1,374	142.4 kgderived	11%
Google	€148	69.4 kgderived	1%
Meta	€46	2.8 kgderived	0%
DeepSeek	€2	10.6 kgderived	0%

By feature

1 feature

Feature	Cost	CO2	Share
Unattributed	€12,724	584.8 kgderived	100%

Actual cost vs API equivalent

−€5,515

Actual cost (subscriptions)

€7,209

API equivalent

€12,724

Subscriptions save you ~€5,515 over the period.

Subscriptions to review (19)

Léa Simon · metered, a subscription would be cheaper€544 / period
Karim Laurent · under-used subscription, metered API would do€173 / period
Sarah Morel · under-used subscription, metered API would do€151 / period
Florent Thomas · under-used subscription, metered API would do€127 / period

Call log

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

3,395 calls over the last 30 days · 3261–3280.

Sort byTime Cost CO₂164 / 170

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 →

15 Sept 2026, 22:00	openai	gpt-5.6-sol	-	-	73,365 / 11,116	-	€0.77	84 g	986 mL	191 Wh
15 Sept 2026, 22:00	openai	gpt-5.6-sol	-	-	176,113 / 26,684	-	€1.85	202 g	2.4 L	458 Wh
15 Sept 2026, 22:00	openai	gpt-5.6-sol	-	-	157,463 / 23,858	-	€1.65	180 g	2.1 L	409 Wh
15 Sept 2026, 22:00	openai	gpt-5.6-terra	-	-	93,463 / 14,161	-	€0.51	35 g	413 mL	80 Wh
15 Sept 2026, 21:51	anthropic	opus	roadmap-tools	-	25,978 / 6,046	-	€1.47	34 g	536 mL	90 Wh
15 Sept 2026, 21:21	anthropic	opus	acme-api	-	13,544 / 2,333	-	€0.82	17 g	274 mL	46 Wh
15 Sept 2026, 21:00	openai	gpt-5.6-sol	-	-	170,041 / 25,764	-	€1.78	195 g	2.3 L	442 Wh
15 Sept 2026, 21:00	openai	gpt-5.6-sol	-	-	52,111 / 7,896	-	€0.55	60 g	700 mL	135 Wh
15 Sept 2026, 20:00	openai	gpt-5.6-sol	-	-	45,575 / 6,905	-	€0.48	52 g	612 mL	118 Wh
15 Sept 2026, 19:22	anthropic	opus	dbt-models	-	19,257 / 4,670	-	€1.24	28 g	441 mL	74 Wh
15 Sept 2026, 19:00	openai	gpt-5.6-sol	-	-	43,453 / 6,584	-	€0.46	50 g	584 mL	113 Wh
15 Sept 2026, 19:00	openai	gpt-5.6-sol	-	-	142,955 / 21,660	-	€1.50	164 g	1.9 L	371 Wh
15 Sept 2026, 19:00	openai	gpt-5.6-sol	-	-	55,958 / 8,479	-	€0.59	64 g	752 mL	145 Wh
15 Sept 2026, 19:00	openai	gpt-5.6-sol	-	-	52,449 / 7,947	-	€0.55	60 g	705 mL	136 Wh
15 Sept 2026, 19:00	openai	gpt-5.6-sol	-	-	103,414 / 15,669	-	€1.08	118 g	1.4 L	269 Wh
15 Sept 2026, 18:54	anthropic	opus	acme-api	-	2,118,119 / 344,667	-	€108.77	2.4 kg	37.2 L	6.3 kWh
15 Sept 2026, 18:25	anthropic	opus	acme-api	-	1,766 / 445	-	€0.10	2 g	38 mL	6.47 Wh
15 Sept 2026, 18:23	anthropic	sonnet	ml-experiments	-	61,430 / 9,738	-	€1.23	33 g	526 mL	88 Wh
15 Sept 2026, 18:15	anthropic	opus	data-pipeline	-	21,850 / 4,865	-	€1.20	28 g	437 mL	73 Wh
15 Sept 2026, 18:00	openai	gpt-5.6-terra	-	-	88,236 / 13,369	-	€0.49	33 g	390 mL	75 Wh