AxisBench
Sign in Start free trial

DSCTGADTAFTIRRamanXRD

Every peak, traced to its source.

One project for thermal, spectral and diffraction data. Reports cite the literature they rely on.

Start free trial See the workflow
6-channel recorder Synthetic traces, not measured data Acquiring
Thermal Spectral Diffraction Hover a channel to inspect
Fig. 0Six techniques, one project, one time axis for every decision.
Launch offer
Pro free until Oct 31, no credit card required
Sign in
Your Google account
Reference libraries
Open, free on every plan
Exports
CSV, XLSX, PNG, DOCX, PDF

The data rarely breaks. The record around it does.

A trace leaves the instrument clean. Then it passes through a spreadsheet for the baseline, a plotting tool for the figure and a document for the report. Each hand-off drops something.

AxisBench keeps those steps inside one project, so every number can be traced back to its source file and the choices made on the way.

Fig. 1Above, the usual hand-off chain. Below, one connected project.

Six stages. One connected record.

Scroll through the stages. Each figure is what the stage keeps with your result.

  1. 01

    Import and review

    See what was detected before anything is computed.

    Drop CSV, TXT, TSV, Excel, JCAMP-DX or XY exports. Columns are mapped to the technique's axes and quality warnings surface at import, not after the figure is made.

  2. 02

    Processing decisions

    Every transform is a named, parameterised choice.

    Savitzky-Golay smoothing, derivatives, normalisation and linear, rubberband, spline or ALS baselines. Parameters are saved with the output and reusable as presets across a batch.

  3. 03

    Analysis

    Technique-specific results, not generic curve fitting.

    Onset and endset tangents, peak temperature, FWHM and integrated area. TGA mass-loss steps with DTG, peak deconvolution, and Kissinger, Ozawa-Flynn-Wall and Friedman kinetics.

  4. 04

    Comparison

    Overlay runs from the same project on shared axes.

    Batches, heating rates or suppliers side by side. Each curve keeps its link to the file and processing that produced it, so a difference in the plot can be traced.

  5. 05

    Scientific context

    Library matches and literature, next to the data.

    Reference candidates come from open libraries such as Open Specy and COD. Relevant papers are retrieved from OpenAlex and attached to the peaks they support. Interpretation stays yours.

  6. 06

    Export

    Report-ready outputs and a project you can reopen.

    Data as CSV or XLSX, figures as PNG, reports as DOCX or PDF. The whole workspace downloads as a zip you own and can open again later.

Modality-aware, not one size fits all.

Thermal, spectral and diffraction data ask different questions. Each technique gets its own axes, workflow and result tables.

    No sentence without a source.

    Report text is assembled from your computed results and papers we actually retrieved. Hover a claim to see what stands behind it.

    Results and discussion sample_PET_03

    The FTIR spectrum shows a strong carbonyl band at 1713 cm-1[1] with aromatic ring modes near 1505 and 1408 cm-1. The spectrum matches poly(ethylene terephthalate) in the reference library. DSC shows a melting endotherm with a peak at 252.4 °C, consistent with semicrystalline PET[2].

    [1] Band assignment reference, retrieved via OpenAlex. DOI in export.

    [2] Thermal behaviour reference, retrieved via OpenAlex. DOI in export.

    Fig. 4Illustrative excerpt. Every highlighted claim resolves to a value, a record or a paper.

    What a project remembers.

    Reproducibility is not a badge. It is the specific set of things stored beside every result.

    • Presets and batch runs

      Save a configuration per technique and apply it across many files. The parameters are in the output.

    • Validation and provenance

      Issues, warnings, review flags and calibration state travel with each number.

    • Private by default

      Projects belong to your account. Share them with your lab only when you choose, and export the workspace as a zip anytime.

    Provenance results.json / result_0007Illustrative

      Every field is written when the result is saved.

      Built on open data. Free on every plan.

      Reference spectra, crystal structures and literature come from open scientific projects. They are identical on Free, Pro, Lab and Enterprise. We never sell or gate the data; plans pay for the software around it.

      SourceUsed forWhat it providesTermsCost
      Open Specy FTIRRaman Community spectral library from the Moore Institute for Plastic Pollution Research Per-record attribution kept Free
      RODRaman Open Database Raman Mineral Raman spectra as JCAMP-DX records CC0 Free
      CODCrystallography Open Database XRD Crystal structures used to compute reference powder patterns CC0 Free
      Materials Project XRD Computed crystal structures for reference patterns Materials Project terms of use Free
      OpenAlex Literature Open scholarly index behind the citations in your reports CC0 metadata Free

      Each source keeps its own license. Attribution travels with every matched record and every exported report.

      Priced for research budgets.

      Analysis and reference libraries are included on every plan. You pay for depth: reports, literature, projects and teams.

      Launch offer: Pro is free for everyone until the end of October. No credit card required.

      Free

      Students and first looks

      $0

       

      • All six techniques, full results
      • Reference library matching
      • Compare and basic export
      • One active project
      • 10 analyses per month, up to 3 a day
      • Literature search, top result only
      Start free trial

      Most researchers

      Pro

      The individual researcher

      $30/ month

      Free until Oct 31, then billed monthly

      • Unlimited projects and analyses
      • Custom processing parameters
      • Full multi-technique reports
      • Literature search and citations, up to 5 results
      • LLM-assisted reporting, $10 of AI credits included every month
      Start free trial

      Lab

      A PI and their group

      $105/ month

      3 seats, billed monthly

      Seats 3 3 included, +$35 per extra seat
      • Everything in Pro, for every seat
      • Shared lab workspace
      • Lab-branded reports
      • Fully customizable literature search
      • $20 of AI credits per seat, pooled for the lab
      Start free trial

      Enterprise

      Industry and institutions

      Coming soon

       

      • SSO and commercial terms
      • Private reference libraries
      • On-premise option
      • Priority support

      Reference libraries are free on every plan, including Free. During the launch month, AI features are not yet enabled.

      Questions, answered.

      What happens when my trial ends?

      Your account moves to Free automatically. There is nothing to cancel and no card on file. Your active project stays, and new analyses count toward the Free monthly allowance. Exported workspaces can always be opened again.

      Where is my data kept?

      Projects are saved privately to your account so you can pick up where you left off. No one else can open them unless you move them into your lab's shared workspace. You can export any workspace as a zip at any time.

      Where do the reference libraries come from?

      From open projects: Open Specy and ROD for spectra, COD and Materials Project for crystal structures, and OpenAlex for literature. They are free and identical on every plan, each record keeps its attribution, and we never charge for the data itself.

      Does AI write my reports?

      On paid plans, LLM-assisted reporting drafts text from your computed results and from papers we retrieved. It never states anything without a peak, a value or a reference behind it, and every source is visible in the export. The Free plan builds reports without AI.

      Your next report, with receipts.

      Pro is free until October 31, no credit card required. Sign in with Google and bring your own data.

      Start free trial