Providers

3 providers · $27,690 · last 30 days
AI spend
$27,690
all providers · last 30 days
Cost per completed task
$8.45
3%
blended across providers
Tasks completed
3,277
≈ 19 per engineer · month
Routing opportunity
$2.5k/ mo
if routine work runs on the standard tier — try it below
Codex
36% of spend
$12,240
5%
$ / task
$9.60
Done, no rework
91%
Tier split1,275 tasks
premium 38standard 62
Best forFull tasksReview help

Strongest on long agent runs and eval hooks.

Claude Code
27% of spend
$9,140
3%
$ / task
$8.40
Done, no rework
93%
Tier split1,088 tasks
premium 34standard 66
Best forFull tasksQ&A

Highest finish-without-rework rate; best on reasoning-heavy work.

Cursor
22% of spend
$6,310
2%
$ / task
$6.90
Done, no rework
88%
Tier split914 tasks
premium 22standard 78
Best forCode suggestionsQ&A

Lowest cost per task; strongest in-editor suggestion flow.

What if you routed routine work to the standard tier?275 routine tasks / mo

275 premium tasks a month are routine — template refactors, boilerplate, mechanical edits. Slide to route a share of them to the standard tier and see what it returns.

60% routed
You save
$1.5k
/ month · ≈ $18k a year
Cost per task
$8.45$7.99
blended, all providers
Premium share
32%27%

Quality guardrail: routed tasks show no measured quality gap on standard tier (last 90 days).

Queue the routing lesson
Rebalancing moves
Act$2.5k / mo

Route routine work to the standard tier

275 premium tasks a month are routine (template refactors, boilerplate) with no measured quality gap on standard tier.

Queue the routing lesson
Consider$310 / mo

Point Q&A traffic at Cursor

Q&A is 16% of AI work; Cursor answers it at the lowest cost per task with no success-rate gap.

See usage mix
Watch

Premium share is rising on Core Systems

43% of Core Systems' tasks run premium while outcomes stay flat — review before expanding seats.

Open Core Systems
Provider posture by departmentpremium share vs results

Premium tier is worth it where results follow. A department flagged here runs a high premium share while its results stay flat — the first place routing pays for itself.