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Documentation Index

Fetch the complete documentation index at: https://docs.summand.com/llms.txt

Use this file to discover all available pages before exploring further.

Summand uses per-account pricing on Pro — not per-seat — so $99/month buys unlimited datasets and unlimited questions, not a single user license. Enterprise unlocks database connectors, SSO, audit logs, and unlimited sharing.

Tiers

Free

$0 / month — for evaluating Summand on real data.
  • 50 MB CSV uploads
  • 3 active datasets
  • 20 Summand questions / week
  • Watermarked PDF export

Pro

$99 / month — for analysts and small teams.
  • 1 GB CSV uploads
  • Unlimited datasets
  • Unlimited Summand questions
  • Share with up to 5 users per dataset
  • Extended thinking & template editor

Education

$0 / month (= Pro) — for verified .edu email holders.
  • Full Pro feature set
  • Annual re-verification required
  • Individual non-commercial use only

Enterprise

From $499 / month — for organizations.
  • Database connectors (PostgreSQL, MySQL, Snowflake, Databricks)
  • SSO (SAML, OIDC), org-wide MFA
  • HIPAA-grade audit logs, SOC 2, ISO 27001
  • Unlimited sharing, custom branding, SLAs

Feature comparison

CapabilityFreePro / EducationEnterprise
CSV upload size50 MB1 GB4 GB
Active datasets3UnlimitedUnlimited
Summand questions20 / weekUnlimitedUnlimited
PDF exports2 / week (watermarked)UnlimitedUnlimited
Message length2,000 chars4,000 chars4,000 chars
Conversation history7 days90 days365 days
Context window4K tokens8K tokens16K tokens
Sharing5 users / datasetUnlimited
Saved report templates10 / datasetUnlimited
Extended thinking
Report editor
Database connectors (Postgres, MySQL, Snowflake, Azure SQL)
Delta Sharing & Fivetran
SSO (SAML, OIDC) via WorkOS
Audit logging
Priority supportCommunityEmail (48 hr)4 hr + dedicated CSM
99.9% SLA
Rate limits are tier-tuned and may change as we calibrate against real usage. Hitting a limit returns 429; current values are visible in the response’s X-RateLimit-* headers.

Enterprise pricing

Enterprise pricing is contract-based — there’s no public price card. Standard packages start at $499/month and scale with seat count, data volume, and add-ons (HIPAA BAA, dedicated infrastructure, extended audit retention). Annual commitments come at a discount, and multi-year commitments at a larger one. Contact sales@summand.com for a quote.

Free tier guardrails

The Free tier has weekly resets — not monthly — to keep evaluation steady rather than encouraging binge-and-churn. Caps reset every Monday at 00:00 UTC.

Education tier eligibility

Education is the same feature set as Pro, free for individuals at academic institutions. To request Education status, sign up with your .edu email and contact support@summand.com — we verify and apply the upgrade. Universities looking for institutional or classroom licenses should reach out to sales.