Claude Sonnet 5.5
The second model in the Claude 5.5 family: 30%+ faster than Sonnet 5 at up to…
Free+Paid
- Web app
- iOS (iPhone & iPad)
- Android
- macOS
What is INBOT Studio?
Turn plans, room photos and sketches into editable 3D models, AI renders and targeted material edits. INBOT Studio is an interior-design workspace from MARS AI Inc.
Our verdict
INBOT Studio is worth considering when an interior concept needs several rounds rather than one attractive image. Modeling, rendering and finish changes live in the same documented workflow, and DXF/DAE/GLB export gives the draft model a route into CAD or SketchUp. Targeted editing is the practical value: changing a wall finish or one object should not require starting the scene again.
The credit table is unusually useful for estimating small jobs, but subscription credits expire each billing cycle. Shared seats only begin on Pro, and the free-credit allowance disagrees between homepage and pricing page. Treat renders and extracted drawings as material for review, not construction-ready truth. The vendor's terms explicitly warn that AI output can be inaccurate or incomplete.
Prepared by the AppsInsight desk in Ashley Richmond's editorial voice from the official INBOT Studio homepage, license page, terms, privacy and MARS AI company page on September 30, 2026. Desk research only; no generation, model export, collaboration or paid subscription was tested. Vendor claims are reported as documented capabilities, not hands-on results.
Full review
INBOT Studio is an interior-design workspace from MARS AI Inc. It starts from a floor plan, room photo or sketch and carries the work through draft 3D modeling, AI rendering, material changes and targeted image edits. The distinction from a general image generator is the workflow: keep a useful room composition, change only the finishes or selected object, then export an output that can be reviewed or continued elsewhere.
Floor-plan modeling produces a draft model that can feed render viewpoints. Model exports are DXF, DAE or GLB for continuing in CAD or SketchUp. Rendering can use plans, photos or sketches; refinement tools cover mood, texture, precise object/area edits, camera framing and isometric views. HD Upscale adds a 4K presentation option, while blueprint extraction creates floor-plan, section or elevation-style drawings from a render. These are vendor-documented outputs, not a guarantee of architectural accuracy.
Pricing is credit-based within monthly or annual subscriptions.
INBOT Studio is an interior-design workspace from MARS AI Inc. It starts from a floor plan, room photo or sketch and carries the work through draft 3D modeling, AI rendering, material changes and targeted image edits. The distinction from a general image generator is the workflow: keep a useful room composition, change only the finishes or selected object, then export an output that can be reviewed or continued elsewhere.
Floor-plan modeling produces a draft model that can feed render viewpoints. Model exports are DXF, DAE or GLB for continuing in CAD or SketchUp. Rendering can use plans, photos or sketches; refinement tools cover mood, texture, precise object/area edits, camera framing and isometric views. HD Upscale adds a 4K presentation option, while blueprint extraction creates floor-plan, section or elevation-style drawings from a render. These are vendor-documented outputs, not a guarantee of architectural accuracy.
Pricing is credit-based within monthly or annual subscriptions. Free is listed with 10 credits on the license page, while the homepage says a new signup receives 15 free credits. That discrepancy should be checked before signing up. Lite is $14.90/month or $11.92/month billed annually, with 40 monthly credits; Plus $29 or $23.20 annually, with 90; Pro $65 or $52 annually, with 240 and up to 5 shared seats; Team $139 or $111.20 annually, with 560 and up to 10 seats. Enterprise is custom for 11 or more people. The annual view advertises 20% off and displays a monthly equivalent, not an annual total.
Rendering uses 1 credit for 1K or 2K and 2 for 4K; modeling generation uses 4, and model export uses 0. Subscription credits do not roll over. Optional extra-credit packs are 10 for $9, 50 for $39 and 100 for $75, valid for 36 months under the published policy. Uploaded reference materials need the necessary rights; commercial output use is permitted by the terms. AI outputs still require professional review and do not replace architectural or design advice.
Who it's for
Best for
- Interior designers
- freelancers and small studios preparing concepts and client proposals; teams that want to refine materials and export draft models to CAD or SketchUp.
Not ideal for
- Construction-ready architectural drawings without professional review; unlimited-generation buyers; teams needing shared seats below Pro; users unwilling to upload reference plans or photos to a hosted service.
How we tested
Desk research of INBOT Studio homepage, license page both monthly and annual toggles, terms and privacy, plus MARS AI company page on September 30, 2026. No model generation, rendering, API, collaboration or purchase tested. Vendor images reused. Free-credit discrepancy: homepage 15 signup credits; license Free plan 10 credits. Annual prices are displayed monthly equivalents. No timed free trial documented.
At a glance
| Pricing | Free+Paid |
|---|---|
| Starting price | $14.90/mo; annual view from $11.92/mo |
| Free plan | Yes |
| Free trial | No |
| Pricing page | View pricing |
| Platforms | Web app |
| API | No |
| Company | MARS AI Inc. |
| Apps Insight Score | 41/100 |
| Implementation | Easy |
| Learning curve | Intermediate |
Why this app scored 41/100
Editorial Review 22/30
- Product quality 7/10 7/10
- Ease of use 4/5 4/5
- Feature depth 4/5 4/5
- Innovation 4/5 4/5
- Value for money 2/3 2/3
- Recommendation confidence 1/2 1/2
Trust & Verification 7/25
- AppsInsight badge installed Badge not installed 0/15
- HTTPS website HTTPS 1/1
- Business support email Provided 1/1
- Privacy policy published Provided 2/2
- Terms of service published Provided 1/1
- Security certifications None listed 0/2
- Knowledge base / help center Provided 2/2
- Social profiles linked 0 profiles linked 0/1
Community 0/20
- Verified reviews & rating 0 reviews (5 needed) 0/15
- Recent reviews No reviews yet 0/5
Product Profile 9/20
- Detailed description 297 words 2/3
- Screenshots 3 screenshots 1/3
- Demo video No demo video 0/2
- FAQ 6 items 1/2
- Feature list 8 items 1/2
- Pricing published Plan tiers published 3/3
- Pros & cons Pros & cons listed 1/1
- Integrations 0 integrations 0/2
- API available No 0/1
- Company details 2 of 3 details filled 0/1
Freshness 3/5
- Listing recently updated Updated 0 days ago 3/3
- Recent changelog entry No changelog entries 0/2
Editorial points are assigned by AppsInsight editors and cannot be purchased or influenced.
Built for
How INBOT Studio compares
| Feature | INBOT Studio | Claude Sonnet 5.5 | Arsaze | reap |
|---|---|---|---|---|
| Rating | 3.8 / 5 | 4.2 / 5 | 4.2 / 5 | 4.0 / 5 |
| Pricing | Free+Paid | Free+Paid | Free+Paid | Free+Paid |
| Starting price | $14.90/mo; annual view from $11.92/mo | — | — | $9.99/mo billed annually |
| Free plan | Included | Included | Included | Included |
| Free trial | No | No | No | No |
| Platforms | Web app | Web app, iOS (iPhone & iPad), Android, macOS, Windows, API / SDK | Web app, Windows | Web app |
| Best for | Interior designers, freelancers and small studios preparing concepts and client proposals; teams that want to refine materials and export draft models to CAD or SketchUp. | Developers and teams who want a fast, lower-cost model for everyday coding, documents and agentic tasks across apps, API and major clouds. | Video creators and editors who want a real NLE their AI assistant can drive - text-based editing, grading, client review and generation on one timeline, with free local exports. | Podcasters and video creators turning long recordings into clips Global teams needing captions and dubbed versions Developers automating video repurposing through API or MCP Social teams publishing video-first content |
INBOT Studio vs Claude Sonnet 5.5 INBOT Studio vs Arsaze INBOT Studio vs reap
Key features
Plan-to-3D modeling
Generate a draft spatial model from a floor plan, image or sketch for concept exploration.
AI interior rendering
Create photorealistic-looking interior images from a model, photo or rough drawing.
Material and mood edits
Change colors, finishes, furniture and atmosphere through guided AI editing.
Precise image edits
Refine a selected part of an image rather than restart the whole concept.
Camera and viewpoint controls
Explore model camera angles and isometric views before preparing a presentation.
4K upscaling
Render at 1K or 2K for one credit, or 4K for two credits, per the license page.
Blueprint extraction
Extract plan information to help prepare a draft layout for further review.
Export and history
Download DXF, DAE or GLB modeling outputs and revisit saved render history.
Key benefits
- Explore visual concepts before detailed production work.
- Compare finishes and moods without rebuilding every scene.
- Keep draft 3D outputs available for downstream design review.
- Choose a small credit plan before scaling to team use.
Pricing
Free planPaid from $14.90/mo; annual view from $11.92/mo
Free
$0 /mo
$0 billed annually
- License page lists 10 credits; homepage advertises 15 signup credits. Verify current allowance at signup. No timed trial documented.
Lite
USD 14.90/mo /mo
USD 11.92/mo equivalent; annual billing billed annually
- 40 subscription credits per month; individual sample output and short test runs.
Plus
USD 29/mo /mo
USD 23.20/mo equivalent; annual billing billed annually
- 90 subscription credits per month; freelancers and solo designers.
Pro
USD 65/mo /mo
USD 52/mo equivalent; annual billing billed annually
- 240 subscription credits per month; collaboration up to 5 people.
Team
USD 139/mo /mo
USD 111.20/mo equivalent; annual billing billed annually
- 560 subscription credits per month; studios up to 10 people.
Enterprise
Custom quote /mo
Custom quote billed annually
- Custom contract for 11+ people. API/embedding discussed with support.
Pros & Cons
Pros
- Combines draft modeling and AI rendering in one web workflow.
- Official export options include DXF, DAE and GLB.
- Published credit costs and monthly/annual plan prices.
- Free tier offers a limited way to explore the service.
Cons
- Homepage and license page disagree on free credits: 15 versus 10.
- Subscription credits do not roll over; unused allowance expires each cycle.
- AI output needs professional checking and is not architectural advice.
- Generation quality, collaboration and actual render speed were not tested.
Screenshots & media
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Claude Sonnet 5.5
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- macOS
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Frequently asked questions
Is INBOT Studio free?
There is a Free tier. The license page lists 10 credits while the homepage advertises 15 signup credits. Confirm the current allowance when registering. Free credits are not a documented timed trial.
How much do paid plans cost?
Lite is USD 14.90/mo, Plus 29, Pro 65 and Team 139. Annual view shows monthly equivalents of 11.92, 23.20, 52 and 111.20 respectively, a stated 20% discount. Enterprise is custom. No annual total is displayed.
How do credits work?
1K/2K renders use 1 credit and 4K uses 2. Modeling generation uses 4, export 0. Subscription credits do not roll over. Extra packs are 10/$9, 50/$39 and 100/$75 with 36-month validity, per official license FAQ.
Which files can I export?
The vendor lists DXF, DAE and GLB for modeling outputs. Check files and geometry before using them in a production workflow; export fidelity was not tested for this review.
Can generated output be used commercially?
Official terms permit commercial output subject to underlying rights and license conditions. You remain responsible for input rights and checking outputs. Generated designs are not architectural or professional design advice.
Can I cancel or request a refund?
Cancellation stops future charges; refunds are reviewed separately. Contact support@marsai.app. Used credits, started subscription use and change of mind after delivery may limit eligibility. See https://studio.inbot.design/refund-policy.