Claim · agents

GLM 5.1on BrowseComp

59.4 to 59.4 the range across every scoreable measurement we hold

0.0 points between the highest and the lowest

59.4 the number the board uses: the lower median, a real row with its own provenance

1 declared configuration, from 1 runner

0 / 3 rows whose cited page still shows this figure, refetched and checked by us

All 1 scoreable measurements here come from one runner under one declared configuration, so nothing on this page explains why they differ. That is the finding.

2 of 3 cited pages no longer show the figure we publish. The page was refetched and split at its own structural boundaries, and no block that names this model carries this number. That does not make the measurement wrong: a leaderboard is a living page and a figure recorded when it was there can be gone by the time you follow the link. It does mean the citation, as printed, no longer supports the number, and this is the only place we know of that says so about its own sources.

Vendor numbers nobody has independently checked

Published by the model's own maker, on a variant of this benchmark that no independent party we hold has run. They are recorded and they are shown. They can never move a rank.

Variant	Claimed
with context management	79.3
no context management	68.0

Every measurement

3 rows. Best first. the board takes the LOWER MEDIAN of the scoreable measurements, which is a real row with its own interval and provenance rather than an interpolated average. a vendor self-report is shown beside the independent numbers and is never one of them; it cannot move a rank.

Score	Provenance	Configuration	Who ran it	Where to check it
79.3 / 100 as published: 79.3%	CLAIMED shown, never scored	glm-5.1 harness model-card evaluation effort not disclosed variant with context management	Z.AI via Model benchmark dossier facts, not expression	checked: this figure is not on the page today2026-08-30GLM-5.1 huggingface.co
68.0 / 100 as published: 68.0%	CLAIMED shown, never scored	glm-5.1 harness model-card evaluation effort not disclosed variant no context management	Z.AI via Model benchmark dossier facts, not expression	checked: this figure is not on the page today2026-08-30GLM-5.1 huggingface.co
59.4 / 100 as published: 59.4%	INDEPENDENT counts toward the ranking	glm-5.1 harness Tavily plus terminal workspace effort model-card defaults variant NVIDIA custom search harness	NVIDIA via Model benchmark dossier facts, not expression	not checked: the page is a format we cannot read2026-08-30 research.nvidia.com

← The Forge Rankings

Snapshot 2026-08-30-62e4e85f043b, manifest dc46131315046f1e, as of 2026-08-30. where only one party has measured a model on a benchmark, this page says so rather than presenting a single number as a reconciliation.