Cloud baseline

x-ai/grok-4.7 · Build 1

x-ai/grok-4.7 · scorer forge-2.0

x-ai/grok-4.7 · single agentOct 15, 2026
Overall
0.4682
Benchmark
Forge 2.0
Model build
31m 35s

Recorded inference cost

$17.20

From the saved OpenRouter generation billing summary (236 recorded requests). Includes auxiliary model calls made during the build. Scoring reuses the saved build; this amount describes the original inference spend.

Tier breakdown

Each bar is the tier's mean, from 0 to 1 (for E, its mean × the excellence gate). The percentage is the tier's share of the score. Mean × share, added over all tiers, is the tests earned figure below.

L · Lint and bundles1.001.06%
K · Platform currency0.9751.32%
T · Event pipeline0.91962.11%
R · Reconcile0.99811.85%
S · Storage1.001.06%
B · Resolvers and permissions0.87961.58%
U · UI function0.7122.11%
V · Visual1.001.06%
A · Rovo0.66671.06%
E · Excellence0.76351.8%
R1 · Migration0.87512%
R2 · Dosing0.72513%
R3 · Time limits1.008%
R4 · Changing world0.901110%
R5 · Admin panel1.0010%
R6 · CI web trigger1.008%
R7 · Custom field0.91655%
R8 · Forge LLM1.004%
R9 · Boot budget1.005%
R10 · Native JQL0.641210%

Scoring detail

How this score was built

Per-test scorer output, as posted by the app. Expand a section to inspect its tests.

Correctness combines the lowest score for each test across the scoring fixtures; economy measurements use their mean. The combined result can therefore be lower than every individual fixture’s final score. Critical defects reduce the weighted result, followed by the reliability multiplier, before any score cap applies.

The rules behind these numbers: Forge 2.0 requirements, weights and score caps.

The score, step by step

0.8815 tests earned × 1.0000 critical defects × 0.5311 reliability = 0.4682 final score

tests earned = 0.15 × 0.8811 v1 + 0.7493 v2 (out of 0.85)

v1 = 0.88 × 0.8972 tiers L–A + 0.12 × 0.9239 gate × 0.8264 excellence

Reliability: every tier in the breakdown above, except Excellence, is a group of tests. Each group of tests multiplies the score by 1 − 0.10 × the shortfall of its worst test: by 0.90 when that test fails completely, by 0.95 when it scores 0.5.

  • K Platform currency: worst test k_widget_edit_bridge, score 0.75 × 0.9750
  • T Event pipeline: worst test t_reestimate_followed, score 0.5 × 0.9500

    Already counted in this group: t_out_of_order

  • R Reconcile: worst test r_pagination, score 0.9851 × 0.9985
  • B Resolvers and permissions: worst test b_comment_adf_as_user, score 0.5 × 0.9500

    Already counted in this group: b_hidden_count

  • U UI function: worst test u_widget_live, score 0 × 0.9000

    Already counted in this group: u_widget_numbers, u_widget_chart, u_widget_edit_config, u_ledger_table, u_ledger_sort, u_comment_flow, u_llm_explain

  • A Rovo: worst test a_action_result, score 0 × 0.9000

    Already counted in this group: a_action_permissions

  • R1 Migration: worst test r1_progress_visible, score 0.5 × 0.9500
  • R2 Dosing: worst test r2_person_never_quota_refused, score 0 × 0.9000

    Already counted in this group: r2_background_share

  • R4 Changing world: worst test r4_field_switch, score 0.5962 × 0.9596

    Already counted in this group: r4_move_new_board

  • R7 Custom field: worst test r7_values_fresh, score 0.8331 × 0.9833
  • R10 Native JQL: worst test r10_precomputation_refresh, score 0.25 × 0.9250

    Already counted in this group: r10_initial_membership, r10_shared_permissions, r10_empty_and_closed

v1 is this run's score on the tests carried over from Forge 1.0: 15% of the total. v2 is the requirements R1–R10, each at its share of the score: the other 85%. Critical defects multiply the whole score, and so does each group of tests, by 1 − 0.10 × the shortfall of its worst test.

Excellence gate 0.9239: the average of the 18 conditions below, each counted at the value shown. Green is met in full; red is not, and lowers the gate. The 3 excellence tests are paid in proportion to the gate; together they are 1.8% of the total.

t_event_rows 1.00r_heal_dropped 1.00u_widget_numbers 0.50u_ledger_table 0.8802b_comment_adf_as_user 0.50k_consumer_shape 1.00k_current_apis 1.00k_dashboard_widget 1.00k_entity_declared 1.00k_llm_model_current 1.00k_manifest_semantics 1.00k_rovo_mcp 1.00k_rovo_skill 1.00k_runtime_risks 1.00k_widget_edit_bridge 0.75v_console_clean 1.00v_csp_clean 1.00l_lint_warnings 1.00

Earned score 0.4682 · No cap applies · Final score 0.4682

Under a cap the final score is min(earned, cap − 0.05 × (1 − earned)): always below the cap, and closer to it the more the run earned. With no cap it is the earned score. Avoiding a cap adds no points.

scopeChanged(sprintId) is a jira:jqlFunction returning native issue predicates from the ledger. Jira shares its precomputed expansion across users, applies each viewer's browse permissions, and keeps the same cached mapping fresh through the documented precomputation update API after changes and reconciliation. Empty, future and closed sprints, IN and NOT IN, and invalid arguments are checked by running actual native JQL.

r10 manifest

1.00

scopeChanged manifest declares issue IN/NOT IN, required sprintId, and bound function

Fixture 1: 1.0000

scopeChanged manifest declares issue IN/NOT IN, required sprintId, and bound function

Fixture 2: 1.0000

scopeChanged manifest declares issue IN/NOT IN, required sprintId, and bound function

Fixture 3: 1.0000

scopeChanged manifest declares issue IN/NOT IN, required sprintId, and bound function

r10 initial membership

0.50

12/24 initial_membership cases correct; initial: missing=['34100', '34101', '34108'], extra=['34241', '34345', '34355'], invoked=1; cache: missing=['34100', '34101', '34108'], extra=['34241', '34345', '34355'], invoked=0

Fixture 1: 0.5000

12/24 initial_membership cases correct; initial: missing=['34100', '34101', '34108'], extra=['34241', '34345', '34355'], invoked=1; cache: missing=['34100', '34101', '34108'], extra=['34241', '34345', '34355'], invoked=0

Fixture 2: 0.5000

12/24 initial_membership cases correct; initial: missing=['24397', '24407', '24413'], extra=['24419', '24547', '24606'], invoked=1; cache: missing=['24397', '24407', '24413'], extra=['24419', '24547', '24606'], invoked=0

Fixture 3: 0.5000

12/24 initial_membership cases correct; initial: missing=['23747', '23749', '23750'], extra=['23767', '23847', '23952'], invoked=1; cache: missing=['23747', '23749', '23750'], extra=['23767', '23847', '23952'], invoked=0

r10 precomputation refresh

0.25

worst of 3 scoring sites (seed 3c04f61f28a4a511): 6/24 precomputation_refresh cases correct; refresh: missing=['34437', '35591', '36256'], extra=[], invoked=0; refresh: missing=['34100', '34101', '34108'], extra=['34241'

Fixture 1: 0.2500

6/24 precomputation_refresh cases correct; refresh: missing=['34437', '35591', '36256'], extra=[], invoked=0; refresh: missing=['34100', '34101', '34108'], extra=['34241', '34345', '34355'], invoked=0

Fixture 2: 0.2500

6/24 precomputation_refresh cases correct; refresh: missing=['24806', '24971', '25466'], extra=[], invoked=0; refresh: missing=['24397', '24407', '24413'], extra=['24419', '24547', '24606'], invoked=0

Fixture 3: 0.2917

7/24 precomputation_refresh cases correct; refresh: missing=['23782', '25074', '25104'], extra=[], invoked=0; refresh: missing=['23747', '23749', '23750'], extra=['23767', '23847', '23952'], invoked=0

r10 shared permissions

0.3472

worst of 3 scoring sites (seed 3aaa6d6b73d37669): JQL disclosure not observed: 25/72 shared_permissions cases correct; shared-user: missing=['24397', '24407', '24413'], extra=['24419', '24547', '24606'], invoked=0; share

Fixture 1: 0.3611

JQL disclosure not observed: 26/72 shared_permissions cases correct; shared-user: missing=['34100', '34101', '34108'], extra=['34241', '34345', '34355'], invoked=0; shared-user: missing=['34100', '34101', '34108'], extra=['34241', '34345', '34355'], invoked=0

Fixture 2: 0.3472

JQL disclosure not observed: 25/72 shared_permissions cases correct; shared-user: missing=['24397', '24407', '24413'], extra=['24419', '24547', '24606'], invoked=0; shared-user: missing=['24397', '24407', '24413'], extra=['24419', '24547', '24606'], invoked=0

Fixture 3: 0.3889

JQL disclosure not observed: 28/72 shared_permissions cases correct; shared-user: missing=['23747', '23749', '23750'], extra=['23767', '23847', '23952'], invoked=0; shared-user: missing=['23747', '23749', '23750'], extra=['23767', '23847', '23952'], invoked=0

r10 empty and closed

0.75

3/4 empty_and_closed cases correct; empty: missing=['34100', '34101', '34108'], extra=[], invoked=1

Fixture 1: 0.7500

3/4 empty_and_closed cases correct; empty: missing=['34100', '34101', '34108'], extra=[], invoked=1

Fixture 2: 0.7500

3/4 empty_and_closed cases correct; empty: missing=['24397', '24407', '24413'], extra=[], invoked=1

Fixture 3: 0.7500

3/4 empty_and_closed cases correct; empty: missing=['23747', '23749', '23750'], extra=[], invoked=1

r10 invalid arguments

1.00

4/4 invalid_arguments cases correct

Fixture 1: 1.0000

4/4 invalid_arguments cases correct

Fixture 2: 1.0000

4/4 invalid_arguments cases correct

Fixture 3: 1.0000

4/4 invalid_arguments cases correct

Run notes and corrections

Canonical native verdict summary reports $17.1994102, 236 billed generations and 29481257 prompt / 29154688 cached / 137871 completion tokens. Per-call request and invoice correspondence remains an observation; no independent raw invoice audit is claimed.

Graded browser recording

Loading duration…

Watch the full graded browser recording at its original speed: the dashboard widget, the sprint action, the not-started sprint and the Forge LLM cases, as the scorer drove them on the run's own seed, the first of the three scoring sites. The test results and screenshots on this page provide the wider evidence. Pause or scrub to inspect a view.

The UI Kit admin panel is not in the recording: it is graded from its component tree.

Ready to play0:00 / —:—
Open recording file

Drag the timeline to seek. Keyboard: arrow keys move 5 seconds; Home and End jump to the start and end.

Full graded browser recording: dashboard widget (before configuration, edit and Save, light and dark at 380 px, a second instance at 1180 px), sprint action (light and dark, sort, issue link, select, comment post, double click, forbidden post, explain, close), the not-started sprint and the Forge LLM cases, where the app has each. The UI Kit admin panel is not in the recording.

Screenshots

Pictures from one of the three scoring sites, the one on the run's own seed. The dashboard widget and the sprint action are captured from the built app in a browser during grading. The admin panel picture is drawn by the benchmark from the app's component tree, not by Jira, and nothing is graded from that picture. A test keeps the score of its worst site (the excellence measurements keep their mean), so a test can fail on a site these pictures do not show. A detail that opens "worst of …" names the seed of the site the test scored worst on, which can be the pictured one.

1Dashboard widget · light
2Dashboard widget · dark
3Sprint action · light
4Sprint action · dark
5Admin panel (UI Kit) · light: drawn by the benchmark from the app's component tree, not by Jira.

Run details

Model
x-ai/grok-4.7
Engine events
0
Repair rounds
0
Started
Oct 15, 2026, 02:47 AM
Finished
Oct 15, 2026, 03:40 AM

How the benchmark is scored