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.

9,462 calls over the last 30 days · 7701–7750.

Sort byTime Cost CO₂155 / 190

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 →

13 Jul 2026, 17:03	anthropic	opus	data-pipeline	-	28,063 / 37,365	-	€1.50	83 g	1.3 L	220 Wh
13 Jul 2026, 17:02	anthropic	sonnet	acme-api	-	58,764 / 136,086	-	€1.87	144 g	2.3 L	382 Wh
13 Jul 2026, 17:01	anthropic	haiku	acme-web	-	132,682 / 138,204	-	€0.83	71 g	1.1 L	189 Wh
13 Jul 2026, 16:59	anthropic	haiku	spec-workshop	-	89,528 / 73,986	-	€0.49	39 g	618 mL	104 Wh
13 Jul 2026, 16:58	anthropic	sonnet	acme-app	-	29,414 / 55,354	-	€0.77	59 g	928 mL	156 Wh
13 Jul 2026, 16:57	anthropic	sonnet	acme-app	-	125,539 / 168,901	-	€2.71	187 g	3.0 L	497 Wh
13 Jul 2026, 16:57	anthropic	sonnet	roadmap-tools	-	88,958 / 165,797	-	€2.17	173 g	2.7 L	460 Wh
13 Jul 2026, 16:54	anthropic	fable	mobile-app	-	37,338 / 49,537	-	€4.52	228 g	3.6 L	607 Wh
13 Jul 2026, 16:53	anthropic	haiku	acme-app	-	120,224 / 102,973	-	€0.71	55 g	866 mL	146 Wh
13 Jul 2026, 16:53	anthropic	fable	mobile-app	-	75,042 / 182,061	-	€13.24	781 g	12.3 L	2.1 kWh
13 Jul 2026, 16:53	anthropic	sonnet	data-pipeline	-	177,185 / 309,507	-	€4.46	332 g	5.2 L	881 Wh
13 Jul 2026, 16:51	anthropic	haiku	spec-workshop	-	73,967 / 50,308	-	€0.36	27 g	431 mL	72 Wh
13 Jul 2026, 16:51	anthropic	opus	data-pipeline	-	55,065 / 70,888	-	€2.88	158 g	2.5 L	419 Wh
13 Jul 2026, 16:51	anthropic	haiku	design-system	-	84,370 / 67,090	-	€0.43	35 g	556 mL	94 Wh
13 Jul 2026, 16:51	anthropic	sonnet	acme-app	-	55,432 / 68,801	-	€1.09	76 g	1.2 L	202 Wh
13 Jul 2026, 16:50	anthropic	haiku	ml-experiments	-	159,998 / 121,641	-	€0.81	64 g	1.0 L	171 Wh
13 Jul 2026, 16:50	anthropic	haiku	brand-site	-	65,102 / 54,149	-	€0.37	29 g	455 mL	77 Wh
13 Jul 2026, 16:48	anthropic	sonnet	acme-app	-	40,385 / 47,149	-	€0.85	54 g	854 mL	144 Wh
13 Jul 2026, 16:45	anthropic	sonnet	acme-web	-	59,658 / 82,174	-	€1.32	91 g	1.4 L	242 Wh
13 Jul 2026, 16:42	anthropic	sonnet	roadmap-tools	-	90,972 / 186,703	-	€2.61	198 g	3.1 L	527 Wh
13 Jul 2026, 16:39	anthropic	sonnet	acme-api	-	79,921 / 155,846	-	€2.27	167 g	2.6 L	445 Wh
13 Jul 2026, 16:39	anthropic	sonnet	acme-app	-	47,832 / 120,815	-	€1.60	126 g	2.0 L	336 Wh
13 Jul 2026, 16:39	anthropic	fable	acme-api	-	164,085 / 281,755	-	€23.79	1.3 kg	20.0 L	3.4 kWh
13 Jul 2026, 16:35	anthropic	sonnet	acme-app	-	57,711 / 161,706	-	€2.07	168 g	2.6 L	445 Wh
13 Jul 2026, 16:35	anthropic	opus	ml-experiments	-	76,902 / 125,389	-	€4.99	277 g	4.4 L	735 Wh
13 Jul 2026, 16:33	anthropic	sonnet	spec-workshop	-	95,923 / 143,709	-	€2.05	154 g	2.4 L	409 Wh
13 Jul 2026, 16:29	anthropic	sonnet	acme-app	-	130,889 / 190,033	-	€3.02	210 g	3.3 L	557 Wh
13 Jul 2026, 16:27	anthropic	opus	ml-experiments	-	37,718 / 71,213	-	€2.55	152 g	2.4 L	405 Wh
13 Jul 2026, 16:24	anthropic	sonnet	data-pipeline	-	76,794 / 108,271	-	€1.71	119 g	1.9 L	317 Wh
13 Jul 2026, 16:24	anthropic	sonnet	acme-web	-	42,553 / 96,949	-	€1.37	103 g	1.6 L	274 Wh
13 Jul 2026, 16:24	anthropic	sonnet	data-pipeline	-	54,012 / 90,971	-	€1.27	97 g	1.5 L	257 Wh
13 Jul 2026, 16:21	anthropic	opus	design-system	-	205,807 / 347,584	-	€11.54	729 g	11.5 L	1.9 kWh
13 Jul 2026, 16:20	anthropic	sonnet	acme-api	-	270,580 / 415,985	-	€6.04	447 g	7.1 L	1.2 kWh
13 Jul 2026, 16:20	anthropic	sonnet	dbt-models	-	87,915 / 172,617	-	€2.59	187 g	3.0 L	497 Wh
13 Jul 2026, 16:20	anthropic	haiku	acme-web	-	105,840 / 72,857	-	€0.48	39 g	610 mL	103 Wh
13 Jul 2026, 16:18	anthropic	sonnet	acme-app	-	63,495 / 102,002	-	€1.49	110 g	1.7 L	292 Wh
13 Jul 2026, 16:16	anthropic	sonnet	acme-api	-	57,951 / 108,489	-	€1.74	120 g	1.9 L	319 Wh
13 Jul 2026, 16:14	anthropic	haiku	design-system	-	229,153 / 193,671	-	€1.29	102 g	1.6 L	272 Wh
13 Jul 2026, 16:14	anthropic	opus	acme-app	-	45,166 / 69,003	-	€3.23	160 g	2.5 L	426 Wh
13 Jul 2026, 16:07	anthropic	sonnet	ml-experiments	-	74,507 / 155,848	-	€2.17	165 g	2.6 L	440 Wh
13 Jul 2026, 16:06	anthropic	sonnet	mobile-app	-	124,448 / 243,038	-	€3.44	259 g	4.1 L	689 Wh
13 Jul 2026, 16:06	anthropic	sonnet	acme-app	-	113,436 / 135,293	-	€2.35	154 g	2.4 L	408 Wh
13 Jul 2026, 16:04	anthropic	sonnet	dbt-models	-	222,484 / 235,017	-	€4.21	269 g	4.3 L	716 Wh
13 Jul 2026, 16:04	anthropic	sonnet	spec-workshop	-	107,622 / 157,676	-	€2.42	172 g	2.7 L	458 Wh
13 Jul 2026, 16:04	anthropic	fable	ml-experiments	-	52,523 / 97,719	-	€7.13	420 g	6.6 L	1.1 kWh
13 Jul 2026, 16:01	anthropic	opus	dbt-models	-	67,758 / 62,212	-	€2.94	145 g	2.3 L	387 Wh
13 Jul 2026, 16:00	anthropic	sonnet	-	-	164,735 / 29,849	-	€0.69	39 g	611 mL	103 Wh
13 Jul 2026, 15:59	anthropic	sonnet	data-pipeline	-	120,130 / 203,560	-	€2.81	216 g	3.4 L	573 Wh
13 Jul 2026, 15:55	anthropic	opus	acme-app	-	180,332 / 235,311	-	€9.27	518 g	8.2 L	1.4 kWh
13 Jul 2026, 15:55	anthropic	sonnet	acme-app	-	168,015 / 319,435	-	€4.47	339 g	5.4 L	902 Wh