Elicit vs Gumloop — Pricing, Plans, and Verified Costs (2026)
Elicit starts at $12/mo. Gumloop starts at $37/mo. Elicit is $25/mo cheaper on the entry tier than Gumloop.
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.
- Elicit (Hybrid) — Elicit is hybrid: a fixed subscription from $12/mo plus metered usage on top. Your real bill moves with volume, not seat count.
- 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.
Per-minute, per-credit and per-token rates exclude any downstream model, speech or telephony costs unless the vendor states otherwise.
AI research assistant for analysts — automates literature reviews, extracts data from PDFs, synthesizes findings across dozens of papers. Pricing: Basic Free (5,000 credits), Plus $12/mo (12,000 credits), Pro $49/mo (60,000 credits), Enterprise custom. Popular with academic researchers, policy analysts, and life-science teams that need automated evidence synthesis.
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.
All plans compared
| Tier role | Plan | Elicit monthly | Elicit annual | Gumloop monthly | Gumloop annual |
|---|---|---|---|---|---|
| Free / starter | Basic / Free | Free | Free | Free | Free |
| Entry paid | Plus / Pro | $12 | $12 | $37 | $37 |
| Pro / power | Pro / — | $49 | $42 | — | — |
| 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
Elicit is worth it if… researchers who spend hours reading and synthesizing academic papers — Elicit automates the search + extraction workflow. Plus at $12/mo suits students and solo researchers; Pro at $49/mo suits professional analysts.
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.
Bottom line: Similar positioning, closer to a preference call than a strategic one.
Choose Elicit over Gumloop if…
Choose Elicit if…
- You're fine with a base subscription plus metered usage on top (from $12/mo).
- You match the profile Elicit is built for: researchers who spend hours reading and synthesizing academic papers — Elicit automates the search + extraction workflow.
- You need a general-purpose productivity option rather than a vertical-specific one.
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.
At a glance
| Elicit | Gumloop | |
|---|---|---|
| Free plan | Yes | Yes |
| Entry price | $12/mo | $37/mo |
| Enterprise available | Yes | Yes |
| Pricing model | Hybrid | Hybrid |
| Last verified | September 20, 2026 | September 10, 2026 |
| Full pricing | View full pricing | View full pricing |
Pricing last verified September 20, 2026. Tracked daily.