Gumloop vs Superhuman Docs — Pricing, Plans, and Verified Costs (2026)
Gumloop starts at $37/mo. Superhuman Docs starts at $15/mo. Superhuman Docs is $22/mo cheaper on the entry tier than Gumloop.
See price history: Gumloop · Superhuman Docs
How pricing works
These two tools don't price the same way, so the headline numbers below aren't directly comparable until you plug in your own volume.
- Gumloop (Hybrid) — Gumloop is hybrid: a fixed subscription from $37/mo plus metered usage on top (Pro). Your real bill moves with volume, not seat count.
- Superhuman Docs (Per Seat) — Superhuman Docs bills on a fixed plan from $15/mo, so the listed price is what you pay regardless of volume.
Per-minute, per-credit and per-token rates exclude any downstream model, speech or telephony costs unless the vendor states otherwise.
AI automation platform with unlimited seats and credit-metered execution. Free (5K credits/mo), Pro $37/mo (20K+ credits, 5 concurrent runs, 25 concurrent agent interactions), Enterprise custom (RBAC, SCIM/SAML, audit logs, VPC). Credit burn varies dramatically by AI model choice — GPT-5 heavy pipelines drain faster than smaller-model flows. Direct competitor to n8n, Make, and Zapier.
Doc-database hybrid positioned as the alternative to Notion for teams that want their docs to behave like apps (with buttons, sync, and integrations). Distinctive for its "packs" ecosystem (Coda's native app-integration model) and formula language modeled on Excel. Priced free-$36/maker/mo (only Makers pay; Editors free). Never caught Notion's viral SMB adoption, but has enterprise footholds. Founded by former Google Sheets PM.
All plans compared
| Tier role | Plan | Gumloop monthly | Gumloop annual | Superhuman Docs monthly | Superhuman Docs annual |
|---|---|---|---|---|---|
| Free / starter | Free | Free | Free | Free | Free |
| Entry paid | Pro | $37 | $37 | $15 | $12 |
| Teams | — / Business | — | — | $40 | $33 |
| Enterprise | Enterprise | Custom | Custom | Custom | Custom |
Tier names differ across vendors. Rows are aligned by tier role, not name. Full tier structures on each tool's page.
What each is best for
Gumloop is worth it if… teams that want visual AI workflows without per-seat pricing math — you pay for execution, not headcount, so scaling to a full team doesn't blow up the bill. Pro at $37 with 20K credits is aggressive against n8n Starter ($20) and Make Core ($9) once you factor unlimited seats.
Superhuman Docs is worth it if… Coda is worth it for teams (5-100) that want Notion-style flexibility with stronger relational databases and native automations — particularly ops teams building lightweight internal tools. Free covers most personal use; Pro billed per Doc Maker (editors and viewers are free — unusual model); Team adds admin controls.
Bottom line: Choose based on how you want to pay — Gumloop is hybrid, Superhuman Docs is per seat.
Choose Gumloop over Superhuman Docs if…
Choose Gumloop if…
- You're fine with a base subscription plus metered usage on top (from $37/mo).
- You match the profile Gumloop is built for: teams that want visual AI workflows without per-seat pricing math — you pay for execution, not headcount, so scaling to a full team doesn't blow up the bill.
- You need a general-purpose productivity option rather than a vertical-specific one.
Choose Superhuman Docs if…
- You want fixed-price predictability (per seat, from $15/mo).
- You match the profile Superhuman Docs is built for: Coda is worth it for teams (5-100) that want Notion-style flexibility with stronger relational databases and native automations — particularly ops teams building lightweight internal tools.
- You need a general-purpose productivity option rather than a vertical-specific one.
At a glance
| Gumloop | Superhuman Docs | |
|---|---|---|
| Free plan | Yes | Yes |
| Entry price | $37/mo | $15/mo |
| Enterprise available | Yes | Yes |
| Pricing model | Hybrid | Per Seat |
| Last verified | September 10, 2026 | September 14, 2026 |
| Full pricing | View full pricing | View full pricing |
Pricing last verified September 14, 2026. Tracked daily.