A collective experiment

What is AI actually costing all of us?

Anonymized, aggregate usage across everyone who opted in, over the last 30 days. No names, no projects, no single person's numbers. The more people who contribute, the sharper the shared picture gets.

Updated 1 minute ago. Refreshes automatically.

Community spend (30d)

$237.46

$9.89/day avg

Tokens processed

26.5B

809 events

Tokens per dollar

111.5M

incl. cached reads

Contributors

6

peak $38.98 on Aug 31

Right now the community runs mostly on Anthropic, via Claude Code , for Coding. Add your stack and these break wide open.

Daily community spend

Estimated spend per day across all contributors.

$0.00 $14.5 $29.1 $43.6 Aug 18: $13.1 Aug 19: $13.2 Aug 20: $13.8 Aug 21: $5.86 Aug 24: $6.87 Aug 25: $8.47 Aug 26: $4.03 Aug 27: $8.58 Aug 28: $6.30 Aug 29: $0.43 Aug 30: $15.5 Aug 31: $39.0 Sep 3: $9.39 Sep 4: $9.60 Sep 5: $3.96 Sep 7: $3.91 Sep 8: $11.9 Sep 9: $11.3 Sep 10: $8.26 Sep 11: $13.2 Sep 12: $2.79 Sep 13: $0.38 Sep 14: $4.13 Sep 15: $23.7 Aug 18 Sep 15

What a million tokens lists for today

$4.64

Frontier

$0.74

Budget

See the AI Cost Index →

Outcome signals

No outcome data yet. Send success, latency_ms, and quality_score with your events to unlock community-wide reliability, speed, and quality. See the API.

By provider

  • Anthropic · 100% $237.46

    26.5B tokens · 809 events

By model

  • Claude Opus 5 · 18% $43.49

    5.4B tokens · 69 events

  • Claude Sonnet 5 · 8% $17.83

    1.6B tokens · 39 events

  • Unknown · 0% $0.00

    0 tokens · 5 events

By platform

  • Claude Code · 100% $237.46

    26.5B tokens · 809 events

By use case

  • Coding · 100% $237.46

    26.5B tokens · 809 events

Every event carries more than a number

We capture each of these per usage event, then aggregate them anonymously. The more of you who send the optional signals, the richer every chart above gets.

Provider Model Platform Use case Input tokens Output tokens Cached tokens Reasoning tokens Cost (actual or estimated) Latency Success Quality score

Everything here is aggregate and anonymized. We only show combined totals across people who chose to contribute, and we hide any provider, model, platform, or use case shared by fewer than 3 contributors, so no individual can be identified. We never publish your name, your projects, your working directories, or your own numbers. You can leave the community anytime from your settings, and your data drops out of the next refresh.