Comparison

ShipStream vs Graphite

Graphite built the ship-faster platform — stacked CI observability, merge queue, and PR review wrapped into one seat-priced bundle. ShipStream AI pairs its closing-the-loop surface with something Graphite doesn't price that way: per-finding ROI — each actionable intervention priced on its own at $7.20 per actionable intervention, instead of folded into $X per seat.

The framing pivots from $X per seat (charges by headcount, regardless of reviewer activity) to $7.20 per actionable intervention (charges only when a wedge action — Reassign, Smart Split, Smart Ping, or Re-request — actually moves the PR).

The ROI claim is deliberately narrow: ShipStream measures review-flow outcomes such as cycle time, estimated days saved, and recovered capacity. It is not a general business analytics suite, and functional/E2E PR gates are not currently shipped.

Pricing + ROI anchor

Per-finding ROI vs seat pricing

Graphite prices the seat. ShipStream prices the action. Here is the framing side-by-side, then the same anchor applied to the review-flow signals and estimated operational outcomes that make an intervention useful.

Graphite — bundled seat pricing

$X per seat / month

Graphite charges a single seat-priced subscription per GitHub admin user and bundles CI observability, merge queue, and PR review tooling into one plan — pricing scales with the org chart and pays for reviewers regardless of activity.

ShipStream — per-finding ROI

$7.20 per actionable intervention

ShipStream charges per actionable intervention — each time one of the four wedge actions (Reassign, Smart Split, Smart Ping, Re-request) actually closes a loop on the queue, you pay $7.20. The measurable frame is review flow — cycle time, estimated days saved, and capacity — not broad business analytics.

Side-by-side

Operating model

ShipStream

Prescriptive — every actionable intervention (Reassign, Smart Split, Smart Ping, Re-request) closes a loop on the queue, not just comments on the diff.

Graphite

Bundled CI + PR review platform — a single seat-priced subscription that bundles stack tracking, merge queue, and review tooling into one plan.

Pricing model

ShipStream

$7.20 per actionable intervention. You pay for what actually moves the queue — the interventions that ship, not the org chart.

Graphite

$X per seat / month. Pricing scales with the number of GitHub admin users, regardless of how many of them actually review.

What you get for $X

ShipStream

$7.20 buys a single prescribed action with reviewer routing, slack nudge, or split — every wedge action ships on every plan, including the free tier.

Graphite

$X buys one seat in a stacked bundled plan — CI observability + PR review + merge queue are bundled together, with the higher tiers unlocking the close-the-loop automation.

Cost surface per real intervention

ShipStream

$7.20 per actionable intervention aligns cost with the work that actually moved the PR — one-shot, predictable, and tied to the queue instead of headcount.

Graphite

$X per seat regardless of whether the reviewer reviewed once or fifty times this month — you pay the seat price even when the reviewer never opened the PR.

Built-for-scale

ShipStream

Pricing grows with the queue you actually carry — each new bottleneck pays for itself one intervention at a time.

Graphite

Pricing grows with the org chart regardless of reviewer load — every new admin user adds another $X per seat to the bill.

Free tier

ShipStream

Free tier ships the same four wedge actions (Reassign, Smart Split, Smart Ping, Re-request) so the ROI loop is intact before any paid commitment.

Graphite

Free tier is limited to PR review basics; the per-finding ROI loop (the bundled automation that closes queues) sits behind paid Graphite tiers.

ShipStream callout
ShipStream callout: how per-finding ROI repays the bundled seat
From $X per seat to $7.20 per actionable intervention

Graphite bundles everything behind a single $X per seat / month subscription — CI, merge queue, PR review, and the close-the-loop automation ShipStream prices one intervention at a time.

ShipStream's $7.20 per actionable intervention buys one of four wedge actions as a discrete outcome: a Reassign that lands the PR on a better-suited reviewer, a Smart Split that shrinks an oversized diff, a Smart Ping that nudges the right channel, or a Re-request that restarts a dormant review. Every $7.20 matches a real intervention that moved the queue.

Graphite has no equivalent per-finding ROI loop. Its bundled plan charges by seat regardless of what actually moves the queue — so reviewers who never review still pay their $X per seat.

Graphite has no equivalent per-finding ROI loop — its bundled plan charges by seat regardless of what actually moves the queue.

TL;DR

At a glance

Pricing model

ShipStream: $7.20 per actionable intervention.

Graphite: $X per seat / month — bundled into one plan.

Cost surface

ShipStream: Scales with the queue, not with the org chart.

Graphite: Scales with seats; pay for reviewers who never review.

Wedge actions

ShipStream: Reassign, Smart Split, Smart Ping, Re-request — all four on every plan.

Graphite: No equivalent per-finding ROI loop; close-the-loop automation sits behind paid bundled tiers.

Per-finding ROI

ShipStream: Every $7.20 buys a single prescribed action.

Graphite: No priced intervention — bundled seat pricing only.

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Walk through the bottlenecks demo and see the four wedge actions — Reassign, Smart Split, Smart Ping, and Re-request — priced per actionable intervention at $7.20 per actionable intervention instead of tucked behind a $X per seat bundled subscription.