Bloomberg Terminal for LLM ops
free and open source
Details
- External ID
- 47754636
- Source
- HN
- Company
- —
- Product
- —
- Website domain
- —
- Launched
- April 13, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.38817480719794345
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Description
Bloomberg Terminal exists because financial traders needed one place to see everything: prices, risk, routing, counterparty health. You can't trade blind.LLM engineers are trading blind.Which provider is degraded right now? What does this model actually cost when you factor in overhead, not just token price? If traffic shifts between providers, what happens to cost and latency? Is your stack dangerously concentrated on one provider?These are operational questions every production LLM system has. Nobody's built the tooling for them until now, so most teams either fly blind or patch together status pages, spreadsheets, and gut feel.We built the LLM Ops Toolkit to fix that:1. Provider uptime monitor across 18+ LLM providers, live status in one view 2. Cost calculator that includes overhead, not just raw token pricing 3. Routing simulator to model cost and latency impact before you shift traffic 4. Model diversity audit to surface concentration risk before it becomes an incidentFree, open-source, no signup. Dashboard is at tools.lamatic.aiThe routing simulator is the most experimental piece and has the roughest edges. Genuinely curious how others think about provider concentration risk.We've been treating it as dependency risk in software but that framing may not hold at scale.Also live on Product Hunt today: producthunt.com/products/lamatic-ai
Enrichment
- Theme
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Hobby / open-source project
- Normalized one-liner
- monitoring dashboard for llm operations
- Manually corrected
- False
Could you build this?
Yes Building an open-source terminal UI (TUI) or web dashboard displaying LLM provider status, latencies, and token cost calculations involves querying provider status pages and public pricing tables.
Discussion
1 comment analyzed.
Competitors
Other products that read as similar to this one — 119 launches clear the similarity bar, closest 8 shown.
Attention rank: #84 of 120 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 161 days after the earliest competitor.
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- An unmetered LLM API–$6/month, no token tracking, no limits · hn · 2026-07-06 · 12 upvotes · similarity 0.45
- Auriko · ph · 2026-07-09 · 394 upvotes · similarity 0.44
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- Throttle · ph · 2026-09-25 · 1 upvotes · similarity 0.42
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- A Wall Street Terminal for Everyone · hn · 2026-01-09 · 10 upvotes · similarity 0.42
Other launches for this product
- No other launches for this product.
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