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SPECIFICTION
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Bango vs Litstream

Bango

bango.boncode.net

Litstream

icf.com

Side by side

FigureBangoLitstream
Price fromFree—
Free planYes—
Free trial——
Open source——
Web—Yes
WindowsYes—
macOSYes—
LinuxYes—
Plans published10
Spec score · Systematic Review Software8.0 (#10)6.8 (#27)
PurposeBango automates abstract screening for systematic literature reviews by evaluating articles against user-defined criteria with AI.Litstream helps researchers collaborate on literature screening and data extraction while tracking review work across team members.
ScreeningAI screening returns decisions, reasoning, matched rules, suggested tags, and confidence scores.Users can configure document tags and keyword highlights, assign screening tasks, and move studies to later steps based on screening results.
SupportThe README asks users to report issues on GitHub and says responses depend on availability.ICF offers expert support across review design and execution, including search strategies, criteria, study quality assessment, data integration, and training for collaborators.

Plans

Bango

  • FreeFree

Bango pricing →

Litstream

No plans published.

Litstream pricing →

In their own words

Bango

Bango automates abstract screening for systematic literature reviews by assessing articles against criteria users define. Its AI screening returns decisions along with reasoning, matched rules, suggested tags, and confidence scores. Projects can import RIS and BibTeX files or Zotero collections, with up to 10,000 articles supported per project. Bibliometric analysis includes co-authorship networks, citation graphs, keyword maps, publication timelines, author rankings, and co-citation analysis. Bango can produce PRISMA 2020 flow diagrams from record counts and export them as SVG or PNG. It also supports Zotero import and export and can generate Boolean search strings for several research indexes and libraries. The maker says project data stays on the user's computer, with no cloud uploads, login, or account required. The README describes locally encrypted API keys and backups that omit credentials. AI connections include hosted providers such as OpenAI, Anthropic, Google Gemini, Mistral AI, and z.ai, as well as local and other OpenAI-compatible endpoints. Bango runs on Linux, macOS, and Windows, though macOS builds support Apple Silicon only. The Free plan is free, with no subscription, paywall, or limits.

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Litstream

Litstream has no write-up on Specifiction yet; its figures are above.

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