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BenchLM

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 — September 29, 2026 snapshot

We mirror the published scale score view for Remote Labor Index. GPT-6 Astra leads the public snapshot at 20.8%, followed by Fable 5.1 (17.9%) and Fable 5 (15.8%). We do not use these results to rank models overall.

18 modelsAgenticCurrentDisplay onlyUpdated September 29, 2026 snapshot

Scale score table (18 models)

Score
1
GPT-6 AstraOpenAI · Closed
20.8%
2
Fable 5.1Anthropic
17.9%
3
Fable 5Anthropic
15.8%
4
Opus 4.8Anthropic
8.3%
5
6.3%
6
Gemini 3.7 FlashGoogle · Closed
5%
8
Claude Opus 4.5 ThinkingAnthropic · Closed
3.8%
9
2.9%
11
Manus 1.5Deepseek
2.5%
12
Manus 1.0Deepseek
2.5%
14
2.1%
15
1.7%
17
1.3%

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: 18 sourced rows are currently displayable on this page; the leading published row is GPT-6 Astra at 20.8%.

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

How BenchLM shows Remote Labor Index

BenchLM mirrors 18 published rows from Scale Labs’ public Remote Labor Index leaderboard, captured on September 29, 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

18 published rowsScale Labs sourceDisplay only

The published Remote Labor Index snapshot places GPT-6 Astra first at 20.8%. The third row is 5.0 points behind. The broader top-10 range is 18.3 points, so the table still separates the published systems.

18 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

18 published rows

Format

Published Scale leaderboard score

Difficulty

External agent and model evaluation

BenchLM mirrors 18 published rows from the Remote Labor Index public table captured on September 29, 2026 snapshot.

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?

GPT-6 Astra currently leads the published Remote Labor Index snapshot with 20.8% 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 September 29, 2026 snapshot snapshot contains 18 AI models.

Last updated: September 29, 2026 snapshot · mirrored from the public benchmark leaderboard

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