Management Consulting Tasks (Internal)

Paper

Progress Over Time

Interactive timeline showing model performance evolution on Management Consulting Tasks (Internal)

State-of-the-art frontier
Open
Proprietary

Management Consulting Tasks (Internal) Leaderboard

3 models
ContextCostLicense
1
OpenAI
OpenAI
1.1M$5.00 / $30.00
2
OpenAI
OpenAI
1.1M$2.50 / $15.00
3
OpenAI
OpenAI
1.1M$1.00 / $6.00
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About this benchmark

What is Management Consulting Tasks (Internal)?

Management Consulting Tasks is an internal OpenAI evaluation of long-horizon professional knowledge work drawn from management-consulting workflows, scoring whether models produce correct, decision-ready analyses.

Management Consulting Tasks (Internal) is a text benchmark evaluating models on reasoning, finance, and agents tasks. LLM Stats tracks 3 models on this benchmark, scored on a 0–1 scale. The current average is 0.4, with the leader at 0.4.

Compare leaders on the best AI for reasoning, best AI for finance and best AI for agents leaderboards.

Current leaders

GPT-5.6 Sol from OpenAI currently leads the Management Consulting Tasks (Internal) leaderboard with a score of 0.432 across 3 evaluated AI models.

1GPT-5.6 SolOpenAI43.2%
2GPT-5.6 TerraOpenAI37.2%
3GPT-5.6 LunaOpenAI35.4%

FAQ

Common questions about the Management Consulting Tasks (Internal) benchmark and leaderboard.

What is the Management Consulting Tasks (Internal) benchmark?

Management Consulting Tasks is an internal OpenAI evaluation of long-horizon professional knowledge work drawn from management-consulting workflows, scoring whether models produce correct, decision-ready analyses.

What is the Management Consulting Tasks (Internal) leaderboard?

The Management Consulting Tasks (Internal) leaderboard ranks 3 AI models based on their performance on this benchmark. Currently, GPT-5.6 Sol by OpenAI leads with a score of 0.432. The average score across all models is 0.386.

What is the highest Management Consulting Tasks (Internal) score?

The highest Management Consulting Tasks (Internal) score is 0.432, achieved by GPT-5.6 Sol from OpenAI.

How many models are evaluated on Management Consulting Tasks (Internal)?

3 models have been evaluated on the Management Consulting Tasks (Internal) benchmark, with 0 verified results and 3 self-reported results.

Where can I find the Management Consulting Tasks (Internal) paper?

The Management Consulting Tasks (Internal) paper is available at https://openai.com/index/gpt-5-6/. The paper details the methodology, dataset construction, and evaluation criteria.

What categories does Management Consulting Tasks (Internal) cover?

Management Consulting Tasks (Internal) is categorized under reasoning, finance, and agents. The benchmark evaluates text models.

Which model offers the best value on Management Consulting Tasks (Internal)?

Among models scoring within 10% of the leader, GPT-5.6 Sol from OpenAI is the cheapest, at $5.00 per million input tokens with a score of 0.432.

How recent are the Management Consulting Tasks (Internal) leaderboard results?

The Management Consulting Tasks (Internal) leaderboard was last updated in July 2026 and currently includes 3 evaluated models.