Connectors

Paper

Progress Over Time

Interactive timeline showing model performance evolution on Connectors

State-of-the-art frontier
Open
Proprietary

Connectors Leaderboard

3 models
ContextCostLicense
1
OpenAI
OpenAI
1.1M$5.00 / $30.00
1
OpenAI
OpenAI
1.1M$2.50 / $15.00
3
OpenAI
OpenAI
1.1M$1.00 / $6.00
Notice missing or incorrect data?
About this benchmark

What is Connectors?

Connectors is an OpenAI internal production benchmark measuring reliable use of connector-based tools in agentic workflows, reported as a pass rate.

Connectors is a text benchmark evaluating models on agents and tool calling tasks. LLM Stats tracks 3 models on this benchmark, scored on a 0–1 scale. The current average is 1.0, with the leader at 1.0.

Compare leaders on the best AI for agents and best AI for tool calling leaderboards.

Current leaders

GPT-5.6 Sol from OpenAI currently leads the Connectors leaderboard with a score of 1.000 across 3 evaluated AI models.

1GPT-5.6 SolOpenAI100.0%
1GPT-5.6 TerraOpenAI100.0%
3GPT-5.6 LunaOpenAI99.9%

FAQ

Common questions about the Connectors benchmark and leaderboard.

What is the Connectors benchmark?

Connectors is an OpenAI internal production benchmark measuring reliable use of connector-based tools in agentic workflows, reported as a pass rate.

What is the Connectors leaderboard?

The Connectors leaderboard ranks 3 AI models based on their performance on this benchmark. Currently, GPT-5.6 Sol by OpenAI leads with a score of 1.000. The average score across all models is 1.000.

What is the highest Connectors score?

The highest Connectors score is 1.000, achieved by GPT-5.6 Sol from OpenAI.

How many models are evaluated on Connectors?

3 models have been evaluated on the Connectors benchmark, with 0 verified results and 3 self-reported results.

Where can I find the Connectors paper?

The Connectors paper is available at https://deploymentsafety.openai.com/gpt-5-6. The paper details the methodology, dataset construction, and evaluation criteria.

What categories does Connectors cover?

Connectors is categorized under agents and tool calling. The benchmark evaluates text models.

Which model offers the best value on Connectors?

Among models scoring within 10% of the leader, GPT-5.6 Luna from OpenAI is the cheapest, at $1.00 per million input tokens with a score of 0.999.

How recent are the Connectors leaderboard results?

The Connectors leaderboard was last updated in July 2026 and currently includes 3 evaluated models.