Compare · the honest matrix

How Drishti compares.

Honest about who we are. Honest about who we’re not. Eighteen capabilities, four tools, no fabricated checkmarks. We tell you when a competitor is the better choice — because lying on a comparison page is the fastest way to lose a customer.

  • 18 capability rows
  • 4 honest verdicts
  • What we don’t do
The matrix

Capability-by-capability. No marketing varnish.

18 rows · 4 tools · zero fabrication

Hover any cell for the nuance behind the glyph. The honest read: we beat Pebblely and Photoroom on brand-fidelity and India, Photoroom beats us on the phone-side canvas, Botika owns the model-on-product category outright.

Capability
Drishti
Brand fidelity, India-native
Pebblely
Simple-bg gen at scale
Photoroom
Phone-side bg removal
Botika
Model-on-product fashion
Brand-locked color (ΔE ≤6)
Devanagari OCR
Multi-mode workflow (>5 modes)
Brand vault with locks
Audit log (DPDP-grade)
Fidelity score per output
Auto-refund on low fidelity
INR pricing + GST invoice
MCP server integration
Public REST + SDK
Marketplace export (Amazon / Flipkart / Myntra / Meesho / Nykaa / JioMart)
Multi-angle set generation
Festival catalogues (Diwali / Holi / Onam / Eid / Pongal)
Drag-and-drop canvas composer
Chaos 2.0 — quality-gated random aesthetics
White-label / on-prem deployment
SOC 2 Type II
Founded in India
Has it in practicePartial / paywalled / version-lockedDoes not have it

We may not be the right choice if you primarily need bulk simple-background generation, a phone-screen bg-removal workflow, or model-on-product fashion shoots. We’re the right choice if your brand must look identical across every output, your label is in Devanagari, and you’re shipping in India.

The honest pitch

When to pick each one.

Four tools · four right answers

The wrong tool wastes a quarter. We’d rather you pick the right one — even when it isn’t us — than try us, fail, and write us off forever.

Pick instead if →

Pick Pebblely

Pick Pebblely if you need bulk simple-background generations at scale and don't care about logo color drift — it ships fast, costs less per gen, and gets out of your way.

Pick instead if →

Pick Photoroom

Pick Photoroom if your primary problem is background removal and your team works phone-first — the layer-based mobile canvas is genuinely the best in the category, and the SOC 2 paperwork is in order.

Pick instead if →

Pick Botika

Pick Botika if your product is fashion modelled on a person — they have spent years on body proportions, garment draping, and pose realism. We do not compete in that lane and do not pretend to.

If this is you →

Pick Drishti

Pick Drishti if your brand must look identical across every output, your label is in Devanagari, you bill in INR with GST, and your team ships through Amazon.in / Flipkart / Myntra / Nykaa / Meesho.

Start your studio
What we don't do

The features we don’t ship.

Yet · or by design

Every product is a list of things you don’t do. Here’s ours — explicit, so you don’t discover them on a Friday afternoon mid-campaign.

  • No

    No video generation

    We don't do video. Veo 3 and Sora are better than anything we could ship in the next eighteen months — use them, then bring the keyframes into a Drishti vault for the still companions.

  • No

    No model-on-product fashion

    We don't pose a human inside a garment. Botika does this well, and the corner cases (body proportions, fabric draping, hand placement) eat a year before they read right. Out of scope.

  • No

    No phone-side mobile app

    Web-only for now. Studio runs in a browser on any device, but a native iOS / Android app is not on the 2026 roadmap — the phone-first workflow is Photoroom's home turf.

  • No

    No real-time collaborative canvas

    One editor at a time per workspace. The Vault is multi-seat, the canvas is single-seat. Multiplayer is on the post-Series-A roadmap; today, you take turns or split workspaces.

  • No

    No free tier

    Paid pilot only — by design. The verifier is GPU-expensive and we'd rather refund a bad shipment than tax a working one. ₹4,999 one-week pilot includes 50 verified gens and a brand vault.

  • No

    No public on-prem generation

    Enterprise gets an on-prem verifier and BYO-Gemini-key today; full on-prem generation (without a Drishti control plane) is roadmap, not shipped. Air-gapped deployments require a custom contract.

Want to compare on your own product?

Drop one hero photo. Pick a vault. Watch the fidelity scores stack up next to whatever you’re using today.