Scale Labs PRBench Finance (PRBench Finance)

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 PRBench Finance — September 29, 2026 snapshot

We mirror the published scale score view for PRBench Finance. Muse Spark 1.3 leads the public snapshot at 59.5%, followed by Muse Spark 1.1\n (55.0%) and claude-fable 5\n (53.9%). We do not use these results to rank models overall.

1Proprietary

Muse Spark 1.3

Scale score table (35 models)

Score

Muse Spark 1.3Meta · Closed

59.5%

Muse Spark 1.1\nMeta

55.0%

claude-fable 5\nAnthropic

53.9%

claude-opus-4-6 (Non-Thinking)Anthropic

53.3%

Muse SparkMeta · Closed

52.4%

gpt-5OpenAI

51.3%

gpt-5-proOpenAI

51.1%

Fable 5.1\nAnthropic

50.8%

gpt-5.6-sol (max)OpenAI

50.5%

Gemini 3.8 FlashGoogle · Closed

49.5%

o3-proOpenAI · Closed

49.1%

gpt-5.1-thinkingOpenAI

48.0%

o3OpenAI · Closed

47.7%

GPT-6 AstraOpenAI · Closed

47.5%

Kimi K2.5Moonshot AI · Open weight

46.5%

GPT-5.2 ProOpenAI · Closed

46.3%

Claude Opus 4.5 ThinkingAnthropic · Closed

46.2%

gpt-5.4 (High)OpenAI

45.6%

GPT-OSS 120BOpenAI · Open weight

43.8%

Claude Sonnet 4.5Anthropic · Closed

43.8%

kimi-k2-thinkingMoonshot AI

43.4%

Gemini 3.1 ProGoogle · Closed

41.9%

mistral-medium-latestMistral

39.4%

o4-miniOpenAI

39.2%

gemini-3-pro-previewGoogle

39.2%

qwen.qwen3-235b-a22b-2507-v1:0Alibaba

39.1%

Gemini 2.5 ProGoogle · Closed

38.9%

Gemini 2.5 FlashGoogle · Closed

38.4%

kimi-k2-instructMoonshot AI

38.3%

claude-opus-4-1-20250805Anthropic

35.2%

deepseek-v3p1Deepseek

35.1%

GPT-4.1OpenAI · Closed

34.3%

deepseek-r1-0528Deepseek

32.7%

GPT-4.1 miniOpenAI · Closed

30.4%

llama4-maverick-instruct-basicMeta

22.4%

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: 35 sourced rows are currently displayable on this page; the leading published row is Muse Spark 1.3 at 59.5%.

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

PRBench Finance on Scale Labs

How BenchLM shows PRBench Finance

BenchLM mirrors 35 published rows from Scale Labs’ public PRBench Finance 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

35 published rowsScale Labs sourceDisplay only

PRBench Finance on Scale Labs

The published PRBench Finance snapshot places Muse Spark 1.3 first at 59.5%. The third row is 5.7 points behind. The broader top-10 range is 10.0 points, so the table still separates the published systems.

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

About PRBench Finance

Year

2026

Tasks

35 published rows

Format

Published Scale leaderboard score

Difficulty

External agent and model evaluation

BenchLM mirrors 35 published rows from the PRBench Finance public table captured on September 29, 2026 snapshot.

Scale Labs leaderboard Public benchmark source

Freshness and provenance

Version

PRBench Finance 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 PRBench Finance measure?

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

Which model leads the published PRBench Finance snapshot?

Muse Spark 1.3 currently leads the published PRBench Finance snapshot with 59.5% scale score. BenchLM shows this benchmark for display only and does not use it in overall rankings.

How many models are evaluated on PRBench Finance?

The September 29, 2026 snapshot snapshot contains 35 AI models.

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

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