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VIBE Backend

Progress Over Time

Interactive timeline showing model performance evolution on VIBE Backend

State-of-the-art frontier
Open
Proprietary

VIBE Backend Leaderboard

1 models
ContextCostLicense
1
MiniMax
MiniMax M2.1
MiniMax
230B1.0M$0.30 / $1.20
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About this benchmark

What is VIBE Backend?

VIBE benchmark subset for backend service generation

VIBE Backend is a text benchmark evaluating models on code tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–1 scale. The current average is 0.9, with the leader at 0.9.

Compare leaders on the best AI for code leaderboards.

Current leaders

MiniMax M2.1 from MiniMax currently leads the VIBE Backend leaderboard with a score of 0.867 across 1 evaluated AI models.

1MiniMax M2.1MiniMax86.7%

FAQ

Common questions about the VIBE Backend benchmark and leaderboard.

What is the VIBE Backend benchmark?

VIBE benchmark subset for backend service generation

What is the VIBE Backend leaderboard?

The VIBE Backend leaderboard ranks 1 AI models based on their performance on this benchmark. Currently, MiniMax M2.1 by MiniMax leads with a score of 0.867. The average score across all models is 0.867.

What is the highest VIBE Backend score?

The highest VIBE Backend score is 0.867, achieved by MiniMax M2.1 from MiniMax.

How many models are evaluated on VIBE Backend?

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

What categories does VIBE Backend cover?

VIBE Backend is categorized under code. The benchmark evaluates text models.

What is the best open-source model on VIBE Backend?

MiniMax M2.1 by MiniMax is the top-ranked open-source model on VIBE Backend, with a score of 0.867 (rank #1).

Which model offers the best value on VIBE Backend?

Among models scoring within 10% of the leader, MiniMax M2.1 from MiniMax is the cheapest, at $0.30 per million input tokens with a score of 0.867.

How recent are the VIBE Backend leaderboard results?

The VIBE Backend leaderboard was last updated in August 2026 and currently includes 1 evaluated models.
VIBE Backend Leaderboard