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 4 minutes ago. Refreshes automatically.

Community spend (30d)

$6,548.97

$436.60/day avg

Tokens processed

28.5B

242 events

Tokens per dollar

4.4M

incl. cached reads

Contributors

5

peak $1,979.10 on Oct 3

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 $738.9 $1,478 $2,217 Oct 2: $1,543 Oct 3: $1,979 Oct 5: $712.5 Oct 6: $74.4 Oct 7: $19.8 Oct 8: $42.7 Oct 9: $190.6 Oct 10: $1,185 Oct 11: $762.7 Oct 12: $14.6 Oct 13: $1.83 Oct 15: $14.6 Oct 16: $7.51 Oct 19: $0.27 Oct 26: $0.45 Oct 2 Oct 26

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 · 3% $179.46

    16.0B tokens · 231 events

By model

  • Claude Opus 5 5 · 1% $69.03

    7.2B tokens · 34 events

  • Claude Sonnet 5 5 · 0% $0.50

    54.6M tokens · 4 events

By platform

  • Claude Code · 3% $179.46

    16.0B tokens · 231 events

By use case

  • Coding · 100% $6,548.97

    28.5B tokens · 242 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.