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Opaline vs SuperCompress

OpalineSuperCompress

Bottom line: Opaline for engineering managers; SuperCompress for developers cutting LLM API costs.

OpalineOpaline

Team-wide, message-level analytics for Claude Code and Codex sessions

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SuperCompressSuperCompress

Query-aware prompt compression that cuts LLM input tokens by roughly 60% before inference.

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Votes00
PricingFreemiumFreemium
CategoryCodingCoding
Tags
coding agentsdeveloper analyticsclaude codetoken cost trackingobservability
llmdeveloper-toolscost-optimization
Best for
  • Engineering managers
  • Platform and DevEx teams
  • Startups adopting coding agents
  • Developers cutting LLM API costs
  • RAG pipelines with oversized retrieved context
  • Teams running coding agents
Pros
  • Message-level cost and time tracking
  • MIT open-source CLI
  • Free plan for up to 3 members
  • Full session trace viewer
  • Self-hosted option on Enterprise
  • Open source under the MIT license and free to self-host
  • Genuine free tier: 1M tokens/month with no credit card
  • Cheap
  • transparent usage pricing at $0.30 per 1M tokens
  • Runs on CPU with no GPU or model download (~60ms per compression)
Cons
  • Supports only Claude Code and Codex today
  • Session data includes sensitive code context
  • Advanced insights require Business plan
  • Enterprise adds an annual platform fee
  • Young product after a rebrand
  • Early-stage project with a small team and limited independent track record
  • Headline compression (~58-82%) and >98% retention figures are vendor-reported and benchmark-dependent
  • Compression is lossy
  • so aggressive settings can drop context that later turns out to matter
  • Text-only: it does not compress image or audio context

Comparison generated from each tool's listing. Add or remove tools above to change it.