Track Claude API spend across all tools in one dashboard
The Problem
Developers using Claude API in IDEs (e.g., Cursor, VS Code forks), agent stacks, and side projects lack aggregated visibility into token spend, leading to budget overruns on high-cost models like Sonnet 4.6 ($3/$15 per 1M tokens) or Opus 4.6 ($5/$25 per 1M).[1][5][9] Power users already spend $30-200/month on tools like Cursor Ultra or Claude Max, indicating tolerance for monitoring costs atop API bills.[2] Two products launched simultaneously for this pain, signaling unmet demand for multi-tool dashboards.[query signal]
Real Demand Evidence
Found on Product Hunt ↗·Today
I have Claude in my IDE, my agent stack, and my side project. My bill doubled last month and I have no idea which tool caused it.
Core Insight
Unified dashboard auto-tracks Claude token spend across all tools/IDEs/agents without setup, filling gaps in competitors' manual config, missing Claude-specific views, and lack of solo-dev simplicity; provides real-time budget alerts and breakdowns absent in general observability tools.
- Target Customer
- Indie hackers/solo founders building AI agents and side projects with Claude API across 3+ tools (IDE, CLI agents, web apps); ~500k+ Claude Pro/Team users inferred from $20-30/mo plans' popularity and devtool adoption rates.[5]
- Revenue Model
- Freemium: Free for <10k requests/mo (like Helicone), Pro $19-29/mo for unlimited tracking + alerts (undercutting Cursor/Claude Pro at $20/mo while matching WTP), Teams $25/user/mo; upsell analytics add-ons.
Competitive Landscape
$0 for 10k requests/month (Starter); $20/month for 100k requests (Pro)
Helicone supports multiple LLM providers but lacks native, deep integration with developer tools like IDEs and agent stacks, making it less seamless for tracking Claude spend across diverse side projects and workflows. It focuses more on general observability than Claude-specific token budget breakdowns.
Free (Hobby); $24/month for 10k traces (Starter)
Langfuse provides open-source tracing and metrics for LLM apps but requires significant setup for multi-tool aggregation and does not offer out-of-the-box dashboards tailored to Claude API spend across IDEs, agents, and projects. Customization for Claude-specific visibility is manual and time-intensive.
Free (open-source); hosted plans start at custom enterprise pricing
OpenLLMetry offers OpenTelemetry-based LLM observability but is protocol-focused without pre-built, user-friendly dashboards for aggregating Claude token usage from disparate tools like IDEs and side projects. It misses plug-and-play visibility for solo developers.
Free up to 1M events; $0.000270 per event beyond (Pay-as-you-go)
PostHog excels in product analytics but lacks specialized LLM cost tracking features, requiring custom event setups to monitor Claude API spend across tools, with no native token usage breakdowns or multi-provider budget alerts.
Custom pricing; starts ~$15/host/month for APM
Datadog provides enterprise APM and logs but its LLM observability is geared toward large teams, lacking simple, affordable dashboards for indie devs to track Claude spend across personal toolchains without heavy configuration.
Willingness to Pay
- $30-200/month
Power users on Cursor spend $200/mo (Ultra), Aider ~$30-80/mo, Claude Code Max $100-200/mo.
https://www.morphllm.com/comparisons/claude-code-alternatives
- $20-30/month
Claude Pro $20/mo, Team $30/user/mo; developers pay for higher limits.
https://www.metacto.com/blogs/anthropic-api-competitors-a-deep-dive-into-claude-alternatives
- $100-200/month
Typical higher usage tiers ~$100–$200/mo for Claude Code alternatives.
https://www.tensorlake.ai/blog/opencode-the-best-claude-code-alternative
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