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Data

Scale Labs Remote Labor Index (Remote Labor Index)

We show this table for reference; we do not rank on it.

A Scale Labs public leaderboard mirrored as display-only reference data. It does not affect BenchLM rankings.

Scale score on Remote Labor Index — November 12, 2026 snapshot

We mirror the published scale score view for Remote Labor Index. Fable 5.2\n leads the public snapshot at 41.3%, followed by Opus 5.5 (21.3%) and GPT-6 Astra (20.8%). We do not use these results to rank models overall.

1

Fable 5.2\n

Anthropic

41.3%
2

Opus 5.5

Anthropic

21.3%
3Closed

GPT-6 Astra

OpenAI

20.8%
Overall 85.65Context 1.05M

23 modelsAgenticCurrentDisplay onlyUpdated November 12, 2026 snapshot

Scale score table (23 models)

Scale score results for Remote Labor Index
RankModel / configurationScoreParameters (B)Open / closed
1Fable 5.2\nAnthropic
41.3%
Not reportedUnknown
2Opus 5.5Anthropic
21.3%
Not reportedUnknown
3GPT-6 AstraOpenAI
20.8%
Not reportedClosed
4Fable 5.1Anthropic
17.9%
Not reportedUnknown
5Gemini Argon 4Google
17.1%
Not reportedUnknown
6Fable 5Anthropic
15.8%
Not reportedUnknown
7DeepSeek V4.1 Flash 1017DeepSeek
9.6%
Not reportedOpen
8Opus 4.8Anthropic
8.3%
Not reportedUnknown
9Codex GPT 5.5OpenAI
6.3%
Not reportedUnknown
10Gemini 3.8 FlashGoogle
5.8%
Not reportedClosed
11Gemini 3.7 FlashGoogle
5%
Not reportedClosed
12claude-opus-4-6 (CoWork)Anthropic
4.2%
Not reportedUnknown
13Claude Opus 4.5 ThinkingAnthropic
3.8%
Not reportedClosed
14Manus_1.6 (Max)Manus
2.9%
Not reportedUnknown
15gpt-5.2-2025-12-11 (medium)OpenAI
2.5%
Not reportedUnknown
16Manus 1.0Manus
2.5%
Not reportedUnknown
17Manus 1.5Manus
2.5%
Not reportedUnknown
18claude-4-5-SonnetAnthropic
2.1%
Not reportedUnknown
19gpt-5.2-2025-12-11 (default)OpenAI
2.1%
Not reportedUnknown
20gpt-5-2025-08-07OpenAI
1.7%
Not reportedUnknown
21ChatGPT agentOpenAI
1.3%
Not reportedUnknown
22gemini-3-pro-previewGoogle
1.3%
Not reportedUnknown
23gemini-2.5-pro-preview-06-05Google
0.8%
Not reportedUnknown

How to read this leaderboard

Compare the published configurations as complete evaluation systems. The source can combine a base model, agent scaffold, tools, budget, and inference setting in each result.

Operator receipt: 23 sourced rows are currently displayable on this page; the leading published row is Fable 5.2\n at 41.3%.

Honest limit: This Scale table is display-only context, not benchmark provenance or a weighted model-only comparison.

Remote Labor Index on Scale Labs

How BenchLM shows Remote Labor Index

BenchLM mirrors 23 published rows from Scale Labs’ public Remote Labor Index leaderboard, captured on November 12, 2026 snapshot.

The table is display only. It is useful context for a published agent or model configuration, but it does not enter BenchLM’s overall or category rankings.

Snapshot

23 published rowsScale Labs sourceDisplay only
Remote Labor Index on Scale LabsManus product identity

The published Remote Labor Index snapshot places Fable 5.2\n first at 41.3%. The third row is 20.4 points behind. The broader top-10 range is 35.4 points, so the table still separates the published systems.

23 models have been evaluated on Remote Labor Index. The benchmark falls in the Agentic category. We keep external benchmark mirrors separate from the weighted global scoring system, so these results remain source-specific evidence. Remote Labor Index is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.

About Remote Labor Index

Year

2026

Tasks

23 published rows

Format

Published Scale leaderboard score

Difficulty

External agent and model evaluation

BenchLM mirrors 23 published rows from the Remote Labor Index public table captured on November 12, 2026 snapshot.

Scale Labs leaderboardPublic benchmark source

Freshness and provenance

Version

Remote Labor Index 2026

Refresh cadence

Quarterly

Staleness state

Current

Question availability

Public benchmark set

CurrentDisplay only

BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.

Questions

What does Remote Labor Index measure?

A Scale Labs public leaderboard mirrored as display-only reference data. It does not affect BenchLM rankings.

Which model leads the published Remote Labor Index snapshot?

Fable 5.2\n currently leads the published Remote Labor Index snapshot with 41.3% scale score. BenchLM shows this benchmark for display only and does not use it in overall rankings.

How many models are evaluated on Remote Labor Index?

The November 12, 2026 snapshot snapshot contains 23 AI models.

Last updated: November 12, 2026 snapshot · mirrored from the public benchmark leaderboard

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