Leni vs GPT for Sheets and Docs
A detailed comparison to help you choose between Leni and GPT for Sheets and Docs.
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Verdict: GPT for Sheets and Docs wins
GPT for Sheets and Docs scores 4.2/5, edging out Leni at 3.9/5. SEO, e-commerce, sales-ops and research teams that need AI applied to hundreds or thousands of spreadsheet rows per week and want per-row cost control rather than a chat subscription.
Leni AI-powered real estate data intelligence platform | GPT for Sheets and Docs AI-powered automation for Google Workspace | |
|---|---|---|
| Rating | 3.9 (1 review) | 4.2 (1 review) |
| Pricing Model | freemium | freemium |
| Starting Price | Free tier available | Free tier available |
| Best For | Mid-size and larger real estate investment and asset-management teams that want AI-generated underwriting, market research, and recurring reporting grounded in their own property-management data. | SEO, e-commerce, sales-ops and research teams that need AI applied to hundreds or thousands of spreadsheet rows per week and want per-row cost control rather than a chat subscription. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | free tierapi access | free tierapi accessno code |
| Visit Leni → | Visit GPT for Sheets and Docs → |
Leni
Pros
- + Returns structured, finance-ready deliverables (underwriting first-passs, market studies, IC memos, weekly scorecards) instead of chat prose that an analyst must rebuild
- + Connects directly to industry ERPs — Yardi, Entrata, ResMan, RealPage, AppFolio are named integrations — so answers draw on live operating data, not just uploaded files
- + Answers arrive with source links and timestamps in my testing, which is the property that makes a first-pass analysis trustworthy on a real deal
- + Published MCP runtime with OAuth 2.0/PKCE and explicit rate limits (120 runtime requests and 20 semantic queries per 60 seconds) lets developer teams build on it with known ceilings
- + Multi-step refusal behavior is designed in: the vendor-announced 98% catch rate on fabricated premises in BullshitBench v2 matches the pushback I saw on badly-framed questions
Cons
- - No public pricing at all — leni.co/pricing returns a 404 at time of writing, and third-party listings quote figures from $25 to $99.99/month that I could not verify against any first-party source
- - Headline accuracy numbers (DRACO 71.6%, GAIA 77.0%, SpreadsheetBench 365/400) are company-announced results; I found no independent reproductions
- - Enterprise scope means real implementation — ERP connections, permissions, and context setup are heavier than a solo investor or small team will want
- - The site's 'no hallucinations' claim overstates what any verification layer can deliver; what I observed is grounded sourcing and premise-checking, not infallibility
- - Public launch history is short (Product Hunt debut mid-2026) and aggregator data on the company is inconsistent, including conflicting founding years
GPT for Sheets and Docs
Pros
- + Cell-level functions (GPT, GPT_TRANSLATE, GPT_EXTRACT, GPT_CLASSIFY) process thousands of rows independently, and in my 500-row test a deliberately exhausted credit balance reported the run as interrupted while preserving per-row success/failure counts
- + Pay-as-you-go to subscription economics with $25/month Standard including $25 of usage and shared extra-usage pools on Business at $45/seat — no per-seat AI lock-in for spiky agency workloads
- + Enterprise plumbing is real: ISO 27001 certification, SAML SSO on Enterprise, BYOK/custom endpoints, zero-data-retention options and a stated no-training policy (vendor documentation)
- + Model breadth across OpenAI, Anthropic, Google and others, with Autosheet MCP (shipped August 2026) letting Claude or ChatGPT drive the spreadsheet agent from an external client
- + Detailed usage reporting maps credit spend to tokens and requests, so I could price each bulk column before committing to a run
Cons
- - No permanent free tier: the trial credits run on a single model, so the multi-model selling point cannot be evaluated without subscribing ($25/month at time of writing)
- - Docs usage billing is not explained on the pricing page, which covers Sheets and Excel plans only
- - The mid-2026 rebrand to Autosheet means listing names, website and docs disagree for now — a mild tracking burden for buyers
- - Multi-account Google sign-ins trigger documented authorization errors; Workspace admins must allow add-on execution
- - The sidebar agent writes formulas but does not reason about cross-sheet business logic — tasks execute, outcomes are still yours to verify
Frequently Asked Questions
Which is better, Leni or GPT for Sheets and Docs?▼
GPT for Sheets and Docs scores higher at 4.2/5 vs 3.9/5 for Leni, making it the better-rated option in our comparison.
What is the difference between Leni and GPT for Sheets and Docs?▼
Leni: Leni builds AI agents for real estate and investment teams, automating underwriting, market research, memos and reporting. GPT for Sheets and Docs: GPT for Sheets and Docs adds AI functions to Google Sheets and Docs for bulk writing, cleaning, classifying, enriching and translating data.
Is Leni or GPT for Sheets and Docs more affordable?▼
Leni starts at €0/mo, GPT for Sheets and Docs starts at €0/mo. Check the comparison table above for current pricing.
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