One view across machines
Collect aggregate usage from omp, Claude Code, Codex CLI and hermes. Compare activity across the machines and harnesses that report it.
USAGE · NOT PROMPT CONTENTSELF-HOSTED · INVITE-ONLY
Your agents.
One clear picture.
AI coding agents work across machines, tools and providers. ompstats brings their usage together—so your team can see what’s happening without reading anyone’s conversations.
Invite-only. No public sign-up.
Open screenshot ↗USAGE FROM THE TOOLS YOUR TEAM USES
o ompC Claude Code⌘ Codex CLIh hermes
Usage collection and provider quota support are separate; details below.
A CLEARER VIEW OF THE SIGNAL
Patterns,
at a glance.
Follow requests and token volume across a selected window, then explore the details behind each trend.
Illustrative sample values · not live usage
REQUESTS OVER TIMESample activity
LAST 7 DAYSRequests1,284
Tokens8.6M
List value$18.42
Sample requests per day · synthetic values shown for illustration
A SHARED VIEW, NOT ANOTHER AGENT
See the work.
Keep the conversations private.
Bring usage from the coding tools your team already runs into one place. Understand requests, tokens, model mix, cost and machine activity—without uploading prompts.
Understand model costs
Explore token and request totals with catalog list-value estimates. Reported costs and requests without a known catalog price stay distinct.
COVERAGE SHOWN HONESTLYQuota context, where supported
Record provider quota samples with their own windows and reset times. Fresh supported samples can show a bounded linear pace estimate—not a guarantee.
UNKNOWN STAYS UNKNOWNBUILT FOR OPERATIONAL CLARITY
See usage patterns.
Keep context in view.
Review trends by model, harness, project, and machine. Compare selected time windows. Shared dashboard access is limited to invited accounts on the same deployment.
Sign in
Open screenshot ↗A SMALL, SELF-HOSTED SETUP
Your server.
Your team’s view.
Run the service where you choose. Invite teammates, then connect each machine you want to include.
Run the server
Self-host with Docker on a server you control. The deployment is invite-only and the shared dashboard is tied to that one service.
Invite your team
An administrator invites people by email. There is no anonymous signup, organization or multi-tenant account layer.
Add machines you choose
Install the collector on each machine and configure supported local usage sources. Subscription sharing and local provider setup are optional and remain local until explicitly enabled.
MACOS & LINUX · COLLECTOR INSTALL
An invitation and machine token are required to push usage.$ curl -fsSL https://ompstats.com/install.sh | shSUBSCRIPTION QUOTAS
Helpful signals,
with their limits.
Usage-source support does not imply quota support. The local companion reads quota snapshots only for supported providers; providers expose different units, scopes, and reset rules. Ollama Cloud is experimental. OpenRouter reports credit or budget data, not a subscription fee. Unsupported or unavailable values stay unknown—not zero.
Fresh supported samples can show a limited linear pace estimate, not a guarantee. Compare a fee only with same-window catalog value when currency and coverage support it; reported-cost fallback and unpriced requests remain separate. Some sources cannot reliably identify which provider account produced a request.
ILLUSTRATIVE · NOT A LIVE SAMPLE
Sample monthly window
Used68%
Remaining32%
Sample values only · no provider or account data used.
A LOOK INSIDE
Real screens.
Synthetic sample data.
These captures come from the running dashboard and local companion. All displayed data is synthetic.
Open screenshot ↗
Open screenshot ↗
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Open screenshot ↗PRIVACY IS A BOUNDARY, NOT A BADGE
What stays local.
What gets shared.
Self-hosting gives you control over the service. It does not make every data path private by magic—know what the collector sends and keep provider credentials on the machine.
Provider credentials stay local
Optional local provider OAuth/API credentials are stored in the companion’s SQLite database on the machine, as plaintext protected by filesystem permissions. They are not uploaded to the ompstats server.
LOCAL COMPANION · NOT CLOUD-SYNCEDUsage is shared when configured
The collector sends usage metrics and coarse labels. Depending on local privacy settings, it may also send per-tool-call rows and derived per-turn signals—never conversation text. You can withhold those streams. Subscription sharing is separately opt-in; provider credentials stay on the machine.
YOU CONTROL WHICH MACHINES REPORTRequest-to-account attribution is not guaranteed. Some sources do not expose a reliable identity mapping; ambiguous or unavailable attribution remains unknown. Never treat an absent value as zero.
SELF-HOSTED · INVITE-ONLY
Bring your team’s
usage into focus.
Already invited? Sign in. Interested in trying it? Ask the administrator of your ompstats server for an invitation.