# ConceptViz vs LabFig

ConceptViz records 157,061 monthly visits with +28.1% month-over-month growth and Freemium, Paid pricing. LabFig records 4,976 monthly visits with +44.9% growth and Freemium pricing.

| Metric | [ConceptViz](https://openaitools.app/tool/conceptviz) | [LabFig](https://openaitools.app/tool/labfig) |
| :--- | :--- | :--- |
| Website URL | https://conceptviz.app | https://labfig.com |
| Categories | AI Diagram Generator, AI Illustration Generator, AI Teachers, AI Research Tool | AI Image Generator, Image to Image, Text to Image |
| Pricing Model | Freemium, Paid | Freemium |
| Monthly Visits | 157,061 | 4,976 |
| MoM Growth Rate | +28.1% | +44.9% |
| Primary Market | United States | United States |
| Direct Visits | 25,825 | 1,627 |
| Review Score | 4.4 | 4.2 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## ConceptViz

ConceptViz is built for the specific visual work of academic research: mechanism figures, signalling pathways, PRISMA flow diagrams, experimental designs, forest plots and Kaplan-Meier curves. You paste an abstract, paste your methods, or simply describe the figure you need, and the built-in agent drafts a rendered figure with labelled parts you can inspect.

What separates it from general-purpose image generators is the revision workflow. The agent writes its generation plan first, so nothing is drawn and no credit is spent until you press Generate. Then you ask for changes in ordinary language — for example, adding a timeline to one panel while keeping everything else identical — and each version is preserved so you can compare or roll back. Because the output can be exported as SVG or as an editable PPTX, you can fix a label or swap a font to match your journal template.

ConceptViz also speaks to research integrity: paid accounts can download an AI-use and commercial-license statement to keep with submission records, and the product explicitly reminds users that journals set their own AI policies (for instance, restrictions on general-purpose AI images for graphical abstracts). The site reports trust from 40,000+ researchers, students and teachers.

**Pricing & Plans:** Freemium. Start free with 2 image credits and a short Agent trial valid for 7 days, no card required. Paid plans start at $16.66/month (Researcher, 60 figures), $41.66/month (Lab, 200 figures) and $74.99/month (Pro, API access and white-label), or one-time packs from $9.90.

- **Prompt or abstract to figure:** Start from your own abstract, methods or results and get a biomedical or scientific figure in the output type you choose: illustration, flowchart or data chart.
- **Conversational revision with version history:** Ask for edits in plain words; the agent shows its plan first, then draws a new version and keeps the old one so you can compare.
- **Vector SVG and editable PPTX export:** Export a vector SVG or a fully editable PowerPoint file to correct labels or match your journal's fonts.
- **Research-figure templates:** Purpose-built generators for signalling pathways, PRISMA diagrams, experimental designs, forest plots, Kaplan-Meier curves and graphical abstracts.
- **Publication license and AI-use statement:** Figures made on paid accounts carry a publication license, and you can download an AI use and commercial license statement for your submission records.

**Strengths:** Outputs editable vector SVG and PPTX instead of only flat images; Version history lets you iterate without losing an earlier figure; Templates tuned to real academic figure types, not generic art; Free tier with 2 credits and no card required to evaluate

**Limitations:** The agent writes the prompt plan first, so a generation takes an explicit extra step; Journals vary on AI-generated figures, so you must check each target journal's policy; Vector and white-label export are reserved for paid tiers or member pricing

[Profile (Markdown)](https://openaitools.app/tool/conceptviz.md)

## LabFig

LabFig targets a very specific pain point in academic work: producing clean, consistent scientific figures without a design background. Instead of learning vector software or paying a designer, researchers describe a figure in words, drop in a paper, upload a sketch, or take a photo of a whiteboard, and the tool returns a structured draft with panels, labels, and arrows laid out. It supports journal-oriented aesthetics, with styles modelled on Nature, Cell, or IEEE conventions so figures in the same manuscript look like a set.

What sets LabFig apart from generic image generators is the editing layer. Figures are vector-first: text, arrows, shapes, and colours remain editable after generation, and individual regions can be replaced or regenerated with a short prompt through a feature called Vector Canvas. Exports include SVG and PDF alongside PNG, which matters when a submission template expects resizable artwork. There is also a Figure Enhancer path for cleaning up an existing figure's colour and line weights.

The workbench runs in seven modes covering text, image, PDF, sketch, reference, photo, and enhancer inputs, with credits consumed per generation. Pricing is credit-based across Starter, Standard, and Premium tiers, and academic discounts are available for verified students and educators. LabFig is explicit that AI-generated drafts should be reviewed by a scientist before publication, which is a sensible framing for a tool aimed at manuscript work.

**Pricing & Plans:** Credit-based subscription plans: a Starter tier aimed at occasional figure work, a Standard tier for active PhD students and postdocs, and a Premium tier for high-throughput labs. Annual billing reduces the monthly rate, and verified students and educators receive a discount. Monthly list prices run roughly from about $29.9 to about $149.9 before discounts.

- **Six-plus input modes:** Generate from text descriptions, hand sketches, reference figures, research PDFs, or lab photos.
- **Vector Canvas editing:** Labels, arrows, shapes, and colours stay editable, and single regions can be regenerated with a prompt.
- **Journal-grade styles:** Match the visual conventions of Nature, Cell, or IEEE with one-click styles, or keep a consistent set across a paper.
- **Resizable vector export:** Export SVG and PDF for submissions plus 300 dpi PNG, so figures drop into templates without rework.
- **Figure Enhancer:** Improve the colour balance and line weights of a figure you already have instead of starting over.

**Strengths:** Works from the inputs researchers actually have, from PDFs and sketches to whiteboard photos; Figures stay vector-editable after generation, unlike one-shot image generators; Journal-oriented styles help keep every figure in a manuscript visually consistent; Academic discount available for verified students and educators

[Profile (Markdown)](https://openaitools.app/tool/labfig.md)

## Frequently Asked Questions

### How do ConceptViz and LabFig compare in monthly traffic?

ConceptViz has 157,061 monthly visits, while LabFig has 4,976. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

ConceptViz has a month-over-month growth rate of +28.1%; LabFig has +44.9%.

### How does pricing compare?

ConceptViz: Freemium, Paid. Freemium. Start free with 2 image credits and a short Agent trial valid for 7 days, no card required. Paid plans start at $16.66/month (Researcher, 60 figures), $41.66/month (Lab, 200 figures) and $74.99/month (Pro, API access and white-label), or one-time packs from $9.90. LabFig: Freemium. Credit-based subscription plans: a Starter tier aimed at occasional figure work, a Standard tier for active PhD students and postdocs, and a Premium tier for high-throughput labs. Annual billing reduces the monthly rate, and verified students and educators receive a discount. Monthly list prices run roughly from about $29.9 to about $149.9 before discounts.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Napkin AI](https://openaitools.app/tool/napkin) | 1,029,978 | -17.5% | Freemium | Automatically converts text into polished diagrams and infographics, though less tailored specifically for peer-reviewed journal papers. | [.md](https://openaitools.app/tool/napkin.md) |
| 2 | [Rendair AI](https://openaitools.app/tool/rendair-ai-platform) | 496,201 | +5.7% | Contact for Pricing | The AI workspace that turns architectural sketches and 3D models into client-ready visuals | [.md](https://openaitools.app/tool/rendair-ai-platform.md) |
| 3 | [Boardmix](https://openaitools.app/tool/boardmix-online-whiteboard) | 447,560 | -6.2% | Freemium | AI-powered online whiteboard for diagrams, mind maps and team collaboration | [.md](https://openaitools.app/tool/boardmix-online-whiteboard.md) |
| 4 | [EdrawMax](https://openaitools.app/tool/edrawmax-com) | 301,707 | -6.5% | Paid | AI-powered online diagramming with 20,000+ templates | [.md](https://openaitools.app/tool/edrawmax-com.md) |
| 5 | [SciDraw AI](https://openaitools.app/tool/scidraw-ai) | 146,452 | +10.1% | Freemium | AI scientific figure and data chart generator for researchers | [.md](https://openaitools.app/tool/scidraw-ai.md) |
| 6 | [SciFig](https://openaitools.app/tool/scifig) | 91,473 | +4.7% | Freemium | AI scientific figure generator for publication-ready illustrations, charts and flowcharts | [.md](https://openaitools.app/tool/scifig.md) |
| 7 | [Stablecog](https://openaitools.app/tool/stablecog) | 88,954 | +4.9% | Freemium | Free, open-source AI image generation | [.md](https://openaitools.app/tool/stablecog.md) |
| 8 | [Paper Banana](https://openaitools.app/tool/paper-banana) | 35,384 | -4.4% | Freemium, Paid | AI generator for publication-ready scientific figures and academic illustrations | [.md](https://openaitools.app/tool/paper-banana.md) |
| 9 | [PaperBanana](https://openaitools.app/tool/paperbanana) | 30,031 | -5.6% | Paid | Turn paper text into publication-ready academic figures with a multi-agent AI pipeline | [.md](https://openaitools.app/tool/paperbanana.md) |
| 10 | [Diagramming AI](https://openaitools.app/tool/diagramming-ai) | 14,572 | -30.5% | Freemium, Free Trial | Generate and edit Mermaid, PlantUML, and Excalidraw diagrams with AI chat | [.md](https://openaitools.app/tool/diagramming-ai.md) |

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Source: https://openaitools.app/compare/conceptviz-vs-labfig

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