iPaperBanana

Research figure system

Plans from $4.90/mo billed yearly

Go from research notes to review-ready figures.

Paste your study context, set the figure goal, and generate a structured draft for papers, posters, lab updates, and grant decks.

Preview The Workflow See Example Outputs

Clear paid plans for individual and lab workflowsExport paths prepared for paper and slide workflows

Built for methods diagrams, charts, and system workflows

Clear paid plans for solo researchers, labs, and teams

Designed to reduce blank-canvas time before advisor or lab review

Product Preview

Figure workspace

Paid plans, transparent scope

ipaperbanana product preview showing the research figure generation workspace

Methods, charts, and workflow figures in one workspace

Guided first draft plus iterative refinement

46 sec

median time to a reviewable first-draft preview

From $4.90/mo

clear entry pricing for individual researchers on yearly billing

PDF, SVG, PNG

export paths prepared for papers, posters, and slides

First-Draft Flow

From source notes to an export-ready first draft in three steps.

Teams usually need one thing: a figure that is clear enough to review quickly. This flow shows how ipaperbanana turns raw study context into something worth iterating on.

Step 01

Paste study context

Add the methods, dataset, or workflow details that need to appear in the figure.

Step 02

Set the figure goal

Tell the system what the reader should understand after one quick scan.

Step 03

Export and refine

Review the structured draft, then move to SVG, PDF, or PNG for final polishing.

Best Fit

Most teams start with the deliverable that is blocking the next review cycle.

If visitors can immediately see their use case, they convert faster. These are the three most common entry points for ipaperbanana.

Manuscript Prep

Methods figure before your next supervisor review

Turn recruitment, preprocessing, analysis, and validation into a figure that reads clearly in a paper or supplement.

Preview this workflow

Grant And Proposal Work

Explain a pipeline without drawing every box by hand

Draft workflow visuals for grants, decks, and internal reviews when narrative clarity matters more than decorative styling.

Preview this workflow

Data Communication

Summarize chart-heavy results without visual drift

Create bar, heatmap, and multi-panel figures that stay tied to the values and story you provide.

Preview this workflow

Create Your Visual

Preview the workflow with your next figure brief.

The embedded demo shows the input structure, generation controls, and output style teams can expect before selecting a plan.

Diagram Type

Options

Source Context0/5000

Caption / Intent0/500

Example Image 1/3

Transformer Architecture

Overview of the Transformer encoder-decoder architecture with attention mechanisms and data flow

Why Teams Switch

A better first draft than blank-canvas design or generic image tools.

The page now emphasizes the outcome visitors actually buy: a cleaner, faster route from research context to a figure worth reviewing.

Start from source material, not prompt guesswork

ipaperbanana treats your notes, captions, and figure intent as the brief. That keeps panel structure, labels, and sequencing closer to the actual study instead of forcing repeated prompt rewrites.

Get to a reviewable first draft faster

The workflow separates grounding, planning, rendering, and QA into distinct steps so the first output is easier to critique in lab review, advisor feedback, or manuscript iteration.

Keep the output usable after generation

The goal is not novelty for its own sake. Drafts are shaped for export and downstream editing, so teams can keep polishing the figure instead of recreating it from scratch.

How It Works

One controlled workflow from source notes to export-ready draft.

Each figure moves through distinct grounding, planning, rendering, and review stages so teams spend less time repairing vague outputs later.

Stage 01

Retriever

Extracts the relevant study context, terminology, and structural cues from your source material before figure planning begins.

Stage 02

Planner

Maps the figure into panels, stages, labels, or chart components so the output has a defensible visual structure.

Stage 03

Stylist

Applies research-oriented layout rules, restrained color, and annotation choices that suit academic communication.

Stage 04

Renderer

Builds the draft figure preview with attention to spacing, visual hierarchy, and format-specific composition.

Stage 05

Reviewer

Checks semantic fit, chart legibility, and presentation quality before the result is surfaced for export.

Researcher Feedback

Trusted by faculty, institute reviewers, and research teams.

The strongest signal is that drafts are usable early: clear enough for supervisor review, concise enough for proposals, and structured enough for manuscript discussion.

18+

active labs and research groups

46 sec

median time to first draft

4.8/5

internal clarity satisfaction target

Methods figures for manuscripts“

A structured first draft appears quickly enough that students can focus on revision quality instead of rebuilding the figure from scratch.

Prof. Lin Qian

Professor of Biomedical Engineering

North River University

Lab review acceleration“

The hierarchy is clearer from the start, so our internal review rounds move faster before final publication polishing begins.

Dr. Helena Zhou

Senior Research Scientist

Institute for Intelligent Materials

Proposal-ready visuals“

Dense workflows become concise visuals that collaborators understand immediately, especially for talks, grants, and proposal reviews.

Dr. Marcus Tan

Research Fellow

Center for Applied Systems Research

Gallery Showcase

Example outputs that show visitors what they can make.

Representative figure directions make the product tangible quickly, which reduces uncertainty before the first click on the create workflow.

Quantitative Research

Scientific Study Analysis

Combines a distribution bar chart with a hypotheses-versus-outcomes heatmap so readers can scan evidence balance and study alignment in one figure.

Bar chartHeatmap

Review chart composition

Constraint-guided CAD workflow diagram showing inputs, parameter sampling, 2D drawing generation, and 3D model output.

Generative Workflow

Constraint-Guided CAD Pipeline

Maps how drawings, constraints, and text feed parameter sampling, orthographic rendering, and final 3D model generation across a staged workflow.

Process map3D modeling

See pipeline storytelling

Comparison diagram of four transformer normalization variants: Post-LN, Pre-LN, Peri-LN, and nGPT.

Model Architecture

Normalization Variant Comparison

Places Post-LN, Pre-LN, Peri-LN, and nGPT blocks side by side so structural differences are legible without dense paragraph explanation.

Transformer blocksMethod comparison

Inspect comparison format

Business data analysis figure with a regional sales treemap and a customer satisfaction pie chart.

Business Reporting

Regional Business Metrics

Pairs a sales treemap with a satisfaction pie chart to show how commercial data can be summarized in a clean two-panel reporting layout.

TreemapPie chart

Explore dashboard-style figures

Built For Researchers

Designed for authors, labs, and technical teams who care about clarity.

The strongest conversion argument is not abstract AI capability. It is faster figure preparation, clearer review cycles, and outputs that stay useful after the first generation pass.

Spend less time on layout busywork

A structured first draft replaces the slowest part of figure creation: arranging boxes, labels, arrows, and chart hierarchy from a blank canvas.

Give reviewers something clearer to react to

Teams can critique the story, ordering, and missing evidence earlier because the visual hierarchy is already visible in the first pass.

Keep charts aligned to supplied values

Chart-oriented workflows aim to preserve the numbers, labels, and emphasis you provide so visual polish does not come at the cost of accuracy.

Match the output to the deliverable

The same workflow can be tuned for journal figures, grant decks, posters, and teaching visuals without switching tools mid-process.

Move from solo drafting to shared lab use

Researchers can start with an individual plan and move to higher-volume tiers when a lab needs more throughput, richer exports, or team support.

Reduce revision loops before submission

Multi-pass refinement helps tighten annotation clarity, panel ordering, and figure readability before the asset reaches final production.

Quality Metrics

Four product-quality signals used to frame confidence.

These indicators are presented as product benchmarks and review goals, not unconditional guarantees. They help explain how quality is evaluated across the workflow.

Semantic fidelity

92/100

Internal QA target for how closely the figure structure follows the provided research brief and intended message.

Numerical precision

99.2%

Chart generation benchmark for preserving supplied values and reducing silent visual drift in plotted outputs.

Visual polish

4.8/5

Reviewer satisfaction target for spacing, annotation discipline, and overall figure presentation quality.

Information compression

3.1x

Average reduction in explanatory burden when dense methods content is translated into a concise visual summary.

Pricing

Choose the plan that matches your research workload.

Clear pricing reduces decision friction. Paid tiers primarily scale credits, export depth, and turnaround for solo researchers, labs, and higher-volume teams.

Paid plans from $4.90/mo billed yearlyYearly billing lowers the effective monthly price by 50%Choose plans by volume, export depth, and team needs

Hobby

Perfect for individual researchers getting started.

Best for one-off paper or class-project figures.

$4.90/mo

Billed $58.80/yr

100 credits

Choose this plan when it matches your figure volume and export needs.

100 credits per cycle
All illustration styles
Up to 2K resolution
PNG downloads
Email support

Basic

For active researchers who publish regularly.

Best for regular manuscript, poster, and deck production.

$6.90/mo

Billed $82.80/yr

400 credits

Choose this plan when it matches your figure volume and export needs.

400 credits per cycle
All illustration styles
Up to 4K resolution
PNG + SVG downloads
Priority generation queue
Priority support

Pro

For labs and teams with high-volume needs.

Best for labs, teams, and higher-volume workflows.

$19.90/mo

Billed $238.80/yr

1,500 credits

Choose this plan when it matches your figure volume and export needs.

1,500 credits per cycle
All illustration styles
4K resolution + batch mode
PNG + SVG + PDF downloads
Priority generation queue
API access
Dedicated support

The product keeps core figure generation consistent across plans. Most upgrades are driven by credit volume, export format needs, and faster turnaround for teams.

FAQ

Answers for teams evaluating the workflow.

The FAQ covers scope, output behavior, data handling expectations, and how figures fit into formal publication workflows.

ipaperbanana is built around figure structure, research context, and iterative review rather than open-ended image synthesis. The workflow is tuned for method diagrams, charts, explanatory figures, and visual communication tasks that need to read clearly in research documents.

Final Call To Action

Start with the next figure that is slowing your paper, slide deck, or proposal.

Review the workflow, compare plans, and choose the level of throughput, export depth, and team support that matches your research workload.

Preview The Workflow Compare Plans

Paid plans from $4.90/mo billed yearlyMonthly and yearly billing availableLab and institutional support available