What's new on Arithmos
Everything we've shipped recently: new features, improvements, fixes, and performance work. Newest first. We try to keep this current. If you spot something missing, let us know via /contact.
- new
MCP server — plug Arithmos into Claude, ChatGPT, and other AI agents
We ship a Model Context Protocol server with OAuth 2.1 sign-in, so you can give your favourite AI agent live access to build, backtest, and query your indices. Tool annotations, scopes, and a public submission console are included.
- OAuth 2.1 with scoped consent
- Streaming tool calls for long-running index builds
- Public submission console at /admin/mcp for app-store readiness
- new
Sharpe screener + max-Sharpe optimiser
Compare any two of your indices on a Sharpe ratio chart, switch between rolling windows, and let the optimiser propose the weights that would have produced the best risk-adjusted return over your chosen window.
- improved
GPT-5 support
GPT-5 is now a fully supported LLM for index generation, alongside the Anthropic and OpenRouter options. Picks up from your provider settings automatically.
- new
Atlas-style location maps
Every /locations page now renders a proper geographic atlas of the relevant exchange and major issuers, so you can see the geography behind an index at a glance. APAC tickers (Tokyo, Singapore, Hong Kong, Seoul) now resolve correctly across the platform.
- new
Help-me wizard on the home page
Not sure where to start? The new wizard walks you through theme, geography, and weighting in three steps and hands you back to the prompt box pre-filled with a working brief.
- new
Enterprise pricing tier
/pricing now offers a third tier with bring-your-own-data feeds, dedicated support, and SLA-backed uptime. Self-serve through Stripe; talk to us through /contact for custom terms.
- new
Three new careers roles
Founding Frontend Engineer, Data/Quant Engineer, and Head of Custom Index Solutions are live on /vacancies, with a filter UI and richer JobPosting schema so the listings show up properly on Google for Jobs.
- fix
Smoother home-page typewriter effect
The animated headline on the home page no longer glitches when the tab loses focus.
- new
/locations and /compare hubs
Two new SEO-friendly hubs: /locations indexes everything by geography, /compare lets you pit any two indices against each other on returns, drawdown, sector tilt, and overlap.
- new
Roll the dice — generate a random index
A new shortcut on the home page that picks a randomised but plausible prompt and runs it. Good for inspiration, good for stress-testing the agent.
- new
/how-it-works explainer page
A plain-English walkthrough of how the prompt → portfolio → backtest pipeline works, with structured data so it shows up properly in search.
- improved
Faster, cleaner home page
Cards on the home gallery render faster, the trust bar makes the data sources explicit, and the Arithmos mark now sits above the wordmark for a sharper visual identity.
- fix
Backtest chart range and freshness
Chart ranges now respect the period you picked, and the underlying data refresh is much more reliable.
- new
OpenAI added as a third LLM provider
Choose between Anthropic, OpenRouter, and OpenAI for index generation. Switch in /admin/providers; spend tracking and rate limits handled per provider.
- new
Passwordless signup
Sign in with a magic link — no password to remember, no password to leak. New onboarding step asks for a display name so your indices show up under something more meaningful than your email prefix.
- improved
Sparklines on the home gallery
Every index card on the home page now shows a small price sparkline, so you can scan performance at a glance.
- new
/links bio page
A clean link-in-bio page at /links with an animated wordmark and a curated set of CTAs. Great for posting from social profiles. Click-through tracking included so we can see what's working.
- new
Brand assets page
Visit /brand for an on-brand backdrop and downloadable social assets — square avatars, OG cards, and the wordmark in a few colour treatments.
- improved
Onboarding flow refresh
Terms acceptance now lives on a friendlier post-verify welcome step. The whole onboarding sequence has been retightened, and the brand presentation has been cleaned up across the funnel.
- improved
Repositioned as a research / data tool
Copy across the site now consistently positions Arithmos as an investment research and data tool — not investment advice and not a regulated broker. A clear terms gate sits at the top of the funnel.
- new
84 new official indices
We've published 84 curated, official Arithmos indices spanning sectors, themes, geographies, and factor styles. Browse them on the home gallery; clone any one of them as a starting point for your own.
- new
RSS feed for new indices
Subscribe to /feed.xml to get every new index — yours, official, and public — straight into your reader. AI crawlers (Claude, ChatGPT, Perplexity, Gemini, Bing) are now explicitly allowed on our public surface.
- new
Four new long-form articles
Published explainers on building your own index, prompt-to-portfolio, custom index vs ETF, and the best alternatives to the S&P 500. All linked from /blog.
- improved
Prompt persistence
Your in-progress prompt now survives a refresh, an accidental tab close, or a sign-in detour. No more retyping.
- new
Pay with crypto
Yearly Plus and Pro plans can now be paid with crypto via Stripe. Same checkout, same entitlement, optionally settled on-chain.
- improved
Public access to /brand, /pricing, /markets
These pages no longer require sign-in, so anyone can preview pricing, browse markets, and grab brand assets without an account.
- improved
More resilient index generation
Index runs now use a durable workflow runner under the hood. If a step takes a long time or the platform restarts mid-run, your index resumes cleanly instead of failing silently.
- fix
Three UX fixes
Crypto invoices now render the manual payment instructions correctly, the data-fabric cards no longer ship with broken links, and sortable tables are correctly locked for guest viewers.
- improved
Yearly billed monthly with a 12-month commitment
Pricing now offers the cashflow of monthly billing with the savings of an annual commitment. Stripe and the dashboard show both numbers clearly.
- improved
Friendlier home-page CTA + visible sign-up
The build button is now visually neutral so it doesn't feel like the only thing on the page, and signed-out visitors get a sign-up shortcut top-right.
- perf
Pages load up to 95% less data
A pass on denormalisation, caching, and static rendering cut payload weight dramatically across the home gallery, profile pages, and shared index pages. Everything just feels snappier.
- fix
Graceful rendering for in-progress and failed indices
Indices that are still building, or that failed mid-run, now render an informative state instead of a blank page. Stuck pendings auto-fail after a sensible timeout.