Demo - TokenClimate

Total CO₂ emissions

514.2 kgCO₂e

36%vs previous period

≈ 3,621 km by car

across 50 members

Monthly budget

€11,338/ €17,894

63% of budget used

Per session

171 gCO₂e / session

3%vs previous period

over 3,007 sessions

Per million tokens

21 g/ M tok1%

€0.47/ M tok11%

vs previous period

9.9 kg per active member

Top member

86.4 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.

514.2 kg

Top members

51 members

Top members	CO₂	Actual cost	vs API	Change
Antoine Bernard	86.4 kg	€367	−€2,098	62%	Details
Gabriel Robert▲1	45.4 kg	€309	−€854	10%	Details
Julien Moreau▲1	39.7 kg	€275	−€663	17%	Details
Ulysse Girard▼2	38.4 kg	€242	−€255	15%	Details
Yasmine Lambert	33 kg	€215	subscription cheaper	6%	Details
Élodie Dubois▲1	25.2 kg	€252	−€351	56%	Details
Léa Simon▲21	24.7 kg	€734	subscription cheaper	1659%	Details
Manon Michel▼2	20.2 kg	€257	−€260	27%	Details
Paul Roux▼1	17.1 kg	€244	−€143	12%	Details
Baptiste Vincent▲15	15.7 kg	€176	+€21	901%	Details
Hugo Richardoutside top 10▲6	11.4 kg	€280	subscription cheaper	139%	Details
Camille Petitoutside top 10▼4	8.7 kg	€217	+€26	24%	Details
Quentin Davidoutside top 10▼6	8.5 kg	€236	+€116	4%	Details
Florent Thomasoutside top 10▼5	8.2 kg	€236	+€123	23%	Details
Fabien Blancoutside top 10▲6	8.2 kg	€146	+€15	434%	Details
Océane Leroyoutside top 10▼4	7.5 kg	€226	+€96	32%	Details
Hadrien Boyeroutside top 10▼5	5.5 kg	€31	+€0.79	13%	Details
Nathan Lefebvreoutside top 10▼9	5.1 kg	€118	+€7	19%	Details
Romane Bertrandoutside top 10▼11	3.9 kg	€175	+€57	33%	Details
Sarah Moreloutside top 10▼6	3 kg	€198	+€154	81%	Details
Ugo Renaudoutside top 10▲2	2.1 kg	€87	+€16	87%	Details
Pierre Marchandoutside top 10▼4	2.1 kg	€87	+€20	38%	Details
Karim Laurentoutside top 10▲14	1.1 kg	€184	+€173	7480%	Details
Adèle Rousseauoutside top 10▼8	559 g	€87	+€70	38%	Details
Olivia Perrinoutside top 10▼15	389 g	€17	+€5	65%	Details
Other	216 g	—	—	49%

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%	18%	28%	10 g	€0.34
Claude OpusAnthropic	33%	31%	46%	20 g	€0.65
Claude HaikuAnthropic	18%	4%	6%	5 g	€0.16
GPT-5.6 SolOpenAI	5%	22%	9%	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: 38%
CO₂: 18%
Cost: 28%

Claude OpusAnthropic

Tokens: 33%
CO₂: 31%
Cost: 46%

Claude HaikuAnthropic

Tokens: 18%
CO₂: 4%
Cost: 6%

GPT-5.6 SolOpenAI

Tokens: 5%
CO₂: 22%
Cost: 9%

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

514.2 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	€9,936	309.1 kgderived	88%
OpenAI	€1,215	126 kgderived	11%
Google	€139	65.7 kgderived	1%
Meta	€46	2.8 kgderived	0%
DeepSeek	€2	10.6 kgderived	0%

By feature

1 feature

Feature	Cost	CO2	Share
Unattributed	€11,338	514.2 kgderived	100%

Actual cost vs API equivalent

−€4,291

Actual cost (subscriptions)

€7,047

API equivalent

€11,338

Subscriptions save you ~€4,291 over the period.

Subscriptions to review (22)

Léa Simon · metered, a subscription would be cheaper€559 / period
Karim Laurent · under-used subscription, metered API would do€173 / period
Sarah Morel · under-used subscription, metered API would do€154 / period
Florent Thomas · under-used subscription, metered API would do€123 / period

Call log

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

3,119 calls over the last 30 days · 1961–1980.

Sort byTime Cost CO₂99 / 156

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, 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
15 Sept 2026, 18:00	openai	gpt-5.6-sol	-	-	174,084 / 26,376	-	€1.83	199 g	2.3 L	452 Wh
15 Sept 2026, 18:00	openai	gpt-5.6-terra	-	-	90,704 / 13,743	-	€0.50	34 g	401 mL	78 Wh
15 Sept 2026, 17:59	anthropic	opus	ml-experiments	-	85,035 / 14,844	-	€4.20	93 g	1.5 L	248 Wh
15 Sept 2026, 17:55	anthropic	opus	acme-app	-	601,008 / 106,069	-	€25.53	593 g	9.4 L	1.6 kWh
15 Sept 2026, 17:53	anthropic	opus	ml-experiments	-	77,155 / 16,594	-	€5.45	116 g	1.8 L	309 Wh
15 Sept 2026, 17:39	anthropic	opus	acme-api	-	9,385 / 1,674	-	€0.41	9 g	149 mL	25 Wh
15 Sept 2026, 17:36	anthropic	opus	spec-workshop	-	101,875 / 21,534	-	€4.67	112 g	1.8 L	297 Wh
15 Sept 2026, 17:24	anthropic	opus	roadmap-tools	-	29,234 / 6,718	-	€1.72	39 g	619 mL	104 Wh
15 Sept 2026, 17:16	anthropic	opus	brand-site	-	16,112 / 2,567	-	€0.69	16 g	246 mL	41 Wh
15 Sept 2026, 17:11	anthropic	sonnet	dbt-models	-	2,156 / 471	-	€0.05	1 g	21 mL	3.61 Wh
15 Sept 2026, 17:00	openai	gpt-5.6-sol	-	-	12,508 / 1,895	-	€0.13	14 g	168 mL	32 Wh
15 Sept 2026, 17:00	openai	gpt-5.6-sol	-	-	225,552 / 34,175	-	€2.37	258 g	3.0 L	586 Wh