Invite codes no longer gate your own accounts. Bring-your-own-account use is free for everyone; cloud Pro stays invite-only.Read the announcement
AnnouncementAugust 9, 2026

To everyone who's been following or using Mirasim:

Over the past few days, Mirasim ended up in front of a much bigger audience much earlier than we'd planned. We were still in private beta and, honestly, nowhere near ready for a wider launch.

Invite codes spread far beyond the small beta group we had planned for. In a very short window, we saw a flood of visits and test requests, along with some unusually aggressive, probing request patterns. Our capacity, reliability, and security systems weren't ready for that volume. Some of you ran into slow loading, failed requests, or Pro benefits that never showed up.

We're genuinely sorry for the rough experience. Whatever the source of the traffic, we should have been better prepared. That's on us, and our users shouldn't have to pay for it.

At the same time, you sent us a huge amount of honest, detailed feedback. A lot of issues that probably wouldn't have surfaced until a public launch showed up early. Thank you to everyone who took the time to try Mirasim, patiently share feedback, or report security issues responsibly.

Here's how access to Mirasim will work from here

Invite codes no longer limit connecting your own accounts to Mirasim — they only limit the cloud Pro service that Mirasim pays for.

Connecting and using your own accounts locally will be free for everyone. You'll be able to connect the Claude Code, Codex, and other model accounts or services you already use, then work across multiple models, Agents, and sessions in Mirasim. Mirasim won't charge for any of this. Third-party subscription or API fees will still follow each provider's own terms.

Cloud Pro access — where Mirasim covers the model usage costs to make things cheaper for users — will remain invite-only and roll out in batches as capacity allows. We'll keep sharing our progress and what opens next, so the rules stay as clear and transparent as possible.

A note on Pro benefits

  • The 1,000 beta users covered by our original promise will still receive one full year of Mirasim Pro. That promise has not changed.
  • Anyone who successfully registered during this wave after we had already passed the original 1,000-user limit will receive one month of Mirasim Pro. This is both to make up for the unstable experience and to thank you for trying Mirasim before it was fully ready.
  • If you've already registered or activated your access but your Pro benefits still aren't showing up, please don't try again. We have the records. We'll verify eligibility and apply the benefits in batches, then share the timing and start-date details.

How the rollout will work from here

Over the next week or two, we'll focus on adding capacity, fixing the entitlement system, tightening security, and working through your feedback one issue at a time. Mirasim remains open. Registration and local, bring-your-own-account access will stay available, while cloud Pro access will roll out in batches as capacity allows.

We're not trying to build yet another model aggregator. We want Mirasim to be an Agent workspace you can keep building in for the long run. Wherever the next leap in Agent capability comes from, you should be able to plug it into the same workflow, switch seamlessly, and use different Agents together. Once you've built something, you can put it in front of simulated users in a real environment and let evidence — not guesswork — tell you what to do next.

We want every leap in what Agents can do to become real leverage for everyone — so you spend less time chasing tools and more time building what you actually care about.

Models will change. You shouldn't have to start over.

Thank you for showing up before Mirasim was fully ready. From here, we'll put these promises into every fix and every update, and work to earn your trust by making Mirasim more stable and more reliable.

— The Mirasim team

Mirasim Documentation

Chapter 11

Usage and cost

Every model call in one local ledger — tokens, cache hits, estimated cost — computed on your machine and nowhere else.

The traffic monitor

Agents are cheap per keystroke and expensive per hour, and the gap between those two facts is where budgets disappear. The traffic monitor is one ledger of every model call, so "what did this week cost, and on what" is a question with an answer.

Pick a window — today, 7, 30 or 90 days — and the page leads with the numbers that matter: calls, total tokens, output tokens, cache hit rate and estimated cost, each against the previous period.

The ledger, open over the workbench
The Mirasim traffic monitor open in Settings, with the quota fallback utilization panel and the title-bar usage indicator highlighted.

The whole ledgerCalls, tokens, cache hit rate and estimated cost for the window you picked, then the breakdown by agent, model, account, workspace and session. — this control is not on the captured screen.

The buttons in this panel work — click them to look around.

It is computed locally, and the page shows you the chain

Nothing on this page is a cloud analytics product. The page itself states where the data comes from and how many cloud requests were needed to render it.

How a number on this page came to exist
  1. ForwardThe local proxy passes model traffic through verbatim and tees a copy

    127.0.0.1 — no rewriting, no parsing, and it never blocks the live session.

  2. ArchiveRaw payloads land on disk

    Authorization headers are fingerprinted the instant they hit disk.

  3. DecodeRecordings are decoded offline into token, cache and model data

    This is the local usage ledger. It survives after raw payloads are reclaimed.

  4. RenderThis page aggregates and draws the ledger

    Reads local disk only.

Finding where the money went

The trend chart splits token usage over time by kind, by agent, or by model — and reading it once teaches you the most useful fact about agent cost: cache reads usually dominate, so the interesting line is the one underneath them. Click a legend entry to hide a component and see the rest.

The breakdown table then answers "by what" across five dimensions — agents, models, accounts, workspaces and sessions — with token share, calls, input, output, cache reads, hit rate, estimated cost and last activity. Clicking any row adds it to the page-wide filter, so you can narrow from "this month" to "this session, on this model" in a couple of clicks.

  • Per workspace — which project is actually consuming the budget.
  • Per session — the one long-running conversation that cost more than the rest of the day.
  • Per account — how spend divides across your subscriptions and keys.
  • Per model — whether the expensive model earned its place.

Down to a single call

The call ledger lists calls newest first — time, agent, model, status, duration, workspace. Select one and the detail drawer gives its provider, duration and size, token breakdown, reasoning tokens, cache hit rate and estimated cost, plus the raw request and response bodies while they are still on disk. Once retention has reclaimed the raw payloads, the drawer says so and the statistics remain complete.

Export the current view to CSV when you need it somewhere else, or reveal the ledger and recordings in Finder to see exactly what is stored.

The same ledger from a script
mirasim ui-cli --port 4970 traffic stats --days 30 --group-by model
mirasim ui-cli --port 4970 traffic calls --hours 24 --limit 50
mirasim ui-cli --port 4970 traffic meta      # footprint + export disclosure

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