SIFO-Multiturn

Name: SIFO-Multiturn Leaderboard — AI Model Scores
Creator: LLM Stats
License: https://llm-stats.com/legal/terms-of-service

Progress Over Time

Interactive timeline showing model performance evolution on SIFO-Multiturn

State-of-the-art frontier

Open

Proprietary

SIFO-Multiturn Leaderboard

1 models

				Context	Cost	License
1	Qwen3 VL 235B A22B Thinking Alibaba Cloud / Qwen Team		236B	—	—

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About this benchmark

What is SIFO-Multiturn?

SIFO-Multiturn evaluates instruction following capabilities in multi-turn conversational settings, testing how well models maintain context and follow instructions across multiple exchanges.

SIFO-Multiturn is a text benchmark evaluating models on structured output, general, and agents tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–100 scale. The current average is 0.7, with the leader at 0.7.

Compare leaders on the best AI for structured output, best AI for general and best AI for agents leaderboards.

Current leaders

Qwen3 VL 235B A22B Thinking from Alibaba Cloud / Qwen Team currently leads the SIFO-Multiturn leaderboard with a score of 0.711 across 1 evaluated AI models.

Qwen3 VL 235B A22B ThinkingAlibaba Cloud / Qwen Team0.7%

FAQ

Common questions about the SIFO-Multiturn benchmark and leaderboard.

What is the SIFO-Multiturn benchmark?

SIFO-Multiturn evaluates instruction following capabilities in multi-turn conversational settings, testing how well models maintain context and follow instructions across multiple exchanges.

What is the SIFO-Multiturn leaderboard?

The SIFO-Multiturn leaderboard ranks 1 AI models based on their performance on this benchmark. Currently, Qwen3 VL 235B A22B Thinking by Alibaba Cloud / Qwen Team leads with a score of 0.711. The average score across all models is 0.711.

What is the highest SIFO-Multiturn score?

The highest SIFO-Multiturn score is 0.711, achieved by Qwen3 VL 235B A22B Thinking from Alibaba Cloud / Qwen Team.

How many models are evaluated on SIFO-Multiturn?

1 models have been evaluated on the SIFO-Multiturn benchmark, with 0 verified results and 1 self-reported results.

What categories does SIFO-Multiturn cover?

SIFO-Multiturn is categorized under structured output, general, and agents. The benchmark evaluates text models.

What's the difference between SIFO-Multiturn and SIFO?

SIFO-Multiturn is a variant of SIFO. See the SIFO leaderboard for the broader benchmark and per-model comparison.

What is the best open-source model on SIFO-Multiturn?

Qwen3 VL 235B A22B Thinking by Alibaba Cloud / Qwen Team is the top-ranked open-source model on SIFO-Multiturn, with a score of 0.711 (rank #1).

How recent are the SIFO-Multiturn leaderboard results?

The SIFO-Multiturn leaderboard was last updated in August 2026 and currently includes 1 evaluated models.