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 · 7751–7800.

Sort byTime Cost CO₂156 / 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, 15:54	anthropic	sonnet	acme-app	-	54,228 / 114,830	-	€1.72	124 g	2.0 L	330 Wh
13 Jul 2026, 15:53	anthropic	sonnet	design-system	-	31,213 / 51,314	-	€0.79	56 g	886 mL	149 Wh
13 Jul 2026, 15:53	anthropic	opus	ml-experiments	-	22,641 / 33,215	-	€1.36	74 g	1.2 L	197 Wh
13 Jul 2026, 15:52	anthropic	haiku	roadmap-tools	-	56,160 / 39,584	-	€0.28	21 g	337 mL	57 Wh
13 Jul 2026, 15:51	anthropic	sonnet	ml-experiments	-	78,090 / 138,156	-	€2.08	150 g	2.4 L	398 Wh
13 Jul 2026, 15:50	anthropic	opus	acme-app	-	19,605 / 31,007	-	€1.08	66 g	1.0 L	175 Wh
13 Jul 2026, 15:48	anthropic	sonnet	data-pipeline	-	105,745 / 145,480	-	€2.28	160 g	2.5 L	425 Wh
13 Jul 2026, 15:47	anthropic	opus	acme-app	-	77,204 / 80,402	-	€3.64	185 g	2.9 L	492 Wh
13 Jul 2026, 15:43	anthropic	sonnet	acme-app	-	13,315 / 31,051	-	€0.45	33 g	527 mL	89 Wh
13 Jul 2026, 15:42	anthropic	opus	spec-workshop	-	141,865 / 273,710	-	€10.09	590 g	9.3 L	1.6 kWh
13 Jul 2026, 15:41	anthropic	opus	acme-app	-	85,139 / 146,619	-	€5.23	313 g	5.0 L	833 Wh
13 Jul 2026, 15:38	anthropic	opus	acme-app	-	36,343 / 41,417	-	€1.64	91 g	1.4 L	243 Wh
13 Jul 2026, 15:38	anthropic	sonnet	spec-workshop	-	121,645 / 238,388	-	€3.58	258 g	4.1 L	686 Wh
13 Jul 2026, 15:33	anthropic	sonnet	design-system	-	99,001 / 157,817	-	€2.47	173 g	2.7 L	460 Wh
13 Jul 2026, 15:30	anthropic	sonnet	data-pipeline	-	116,200 / 200,422	-	€2.91	215 g	3.4 L	572 Wh
13 Jul 2026, 15:30	anthropic	haiku	acme-web	-	142,650 / 58,416	-	€0.49	33 g	526 mL	88 Wh
13 Jul 2026, 15:30	anthropic	fable	acme-app	-	115,546 / 260,151	-	€19.96	1.1 kg	17.9 L	3.0 kWh
13 Jul 2026, 15:28	anthropic	sonnet	ml-experiments	-	72,575 / 130,432	-	€2.05	143 g	2.3 L	381 Wh
13 Jul 2026, 15:23	anthropic	fable	dbt-models	-	14,102 / 17,657	-	€1.49	79 g	1.3 L	211 Wh
13 Jul 2026, 15:22	anthropic	sonnet	acme-web	-	127,049 / 220,004	-	€3.17	236 g	3.7 L	627 Wh
13 Jul 2026, 15:19	anthropic	sonnet	data-pipeline	-	334,393 / 814,267	-	€10.88	854 g	13.5 L	2.3 kWh
13 Jul 2026, 15:17	anthropic	sonnet	brand-site	-	39,667 / 79,195	-	€1.13	85 g	1.3 L	225 Wh
13 Jul 2026, 15:13	anthropic	fable	infra-terraform	-	25,253 / 54,749	-	€3.87	233 g	3.7 L	620 Wh
13 Jul 2026, 15:10	anthropic	opus	spec-workshop	-	91,581 / 132,330	-	€6.02	304 g	4.8 L	809 Wh
13 Jul 2026, 15:10	anthropic	fable	ml-experiments	-	28,108 / 51,233	-	€4.11	226 g	3.6 L	602 Wh
13 Jul 2026, 15:09	anthropic	sonnet	acme-web	-	97,897 / 202,889	-	€2.82	215 g	3.4 L	572 Wh
13 Jul 2026, 15:07	anthropic	sonnet	roadmap-tools	-	52,190 / 66,037	-	€1.00	72 g	1.1 L	191 Wh
13 Jul 2026, 15:06	anthropic	opus	data-pipeline	-	71,606 / 96,584	-	€3.95	215 g	3.4 L	571 Wh
13 Jul 2026, 15:04	anthropic	sonnet	acme-api	-	95,210 / 179,255	-	€2.37	188 g	3.0 L	499 Wh
13 Jul 2026, 15:03	anthropic	sonnet	acme-web	-	97,917 / 167,279	-	€2.48	181 g	2.9 L	480 Wh
13 Jul 2026, 15:02	anthropic	sonnet	acme-app	-	148,764 / 238,869	-	€3.38	255 g	4.0 L	677 Wh
13 Jul 2026, 15:02	anthropic	opus	ml-experiments	-	93,451 / 195,670	-	€7.58	428 g	6.8 L	1.1 kWh
13 Jul 2026, 15:02	anthropic	sonnet	dbt-models	-	149,175 / 235,036	-	€3.92	263 g	4.2 L	699 Wh
13 Jul 2026, 15:00	anthropic	sonnet	-	-	191,978 / 30,586	-	€0.67	39 g	618 mL	104 Wh
13 Jul 2026, 14:59	anthropic	sonnet	spec-workshop	-	39,891 / 54,425	-	€0.86	60 g	947 mL	159 Wh
13 Jul 2026, 14:59	anthropic	haiku	acme-app	-	271,940 / 138,628	-	€1.04	76 g	1.2 L	203 Wh
13 Jul 2026, 14:56	anthropic	sonnet	brand-site	-	102,974 / 223,249	-	€2.95	234 g	3.7 L	621 Wh
13 Jul 2026, 14:48	anthropic	sonnet	data-pipeline	-	52,047 / 106,793	-	€1.50	113 g	1.8 L	302 Wh
13 Jul 2026, 14:46	anthropic	opus	infra-terraform	-	52,497 / 75,178	-	€3.25	170 g	2.7 L	452 Wh
13 Jul 2026, 14:45	anthropic	opus	ml-experiments	-	120,891 / 168,701	-	€7.31	382 g	6.0 L	1.0 kWh
13 Jul 2026, 14:42	anthropic	opus	acme-api	-	56,101 / 109,278	-	€3.99	235 g	3.7 L	625 Wh
13 Jul 2026, 14:41	anthropic	opus	brand-site	-	63,420 / 108,841	-	€3.84	232 g	3.7 L	616 Wh
13 Jul 2026, 14:37	anthropic	haiku	design-system	-	61,397 / 40,783	-	€0.28	22 g	344 mL	58 Wh
13 Jul 2026, 14:36	anthropic	sonnet	spec-workshop	-	69,583 / 90,570	-	€1.51	101 g	1.6 L	270 Wh
13 Jul 2026, 14:36	anthropic	sonnet	data-pipeline	-	69,011 / 152,001	-	€2.31	165 g	2.6 L	439 Wh
13 Jul 2026, 14:33	anthropic	opus	ml-experiments	-	182,983 / 310,801	-	€11.10	665 g	10.5 L	1.8 kWh
13 Jul 2026, 14:32	anthropic	sonnet	spec-workshop	-	70,829 / 89,981	-	€1.52	101 g	1.6 L	269 Wh
13 Jul 2026, 14:29	anthropic	fable	ml-experiments	-	55,521 / 82,151	-	€6.04	354 g	5.6 L	942 Wh
13 Jul 2026, 14:24	anthropic	sonnet	roadmap-tools	-	37,421 / 90,334	-	€1.28	96 g	1.5 L	256 Wh
13 Jul 2026, 14:24	anthropic	haiku	brand-site	-	420,814 / 273,449	-	€1.97	148 g	2.3 L	394 Wh