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OctoCodingBench

Progress Over Time

Interactive timeline showing model performance evolution on OctoCodingBench

State-of-the-art frontier
Open
Proprietary

OctoCodingBench Leaderboard

1 models
ContextCostLicense
1230B1.0M$0.30 / $1.20
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About this benchmark

What is OctoCodingBench?

Octopus coding benchmark for evaluating multi-language programming capabilities

OctoCodingBench 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 0.3, with the leader at 0.3.

Compare leaders on the best AI for code leaderboards.

Current leaders

MiniMax M2.1 from MiniMax currently leads the OctoCodingBench leaderboard with a score of 0.261 across 1 evaluated AI models.

1MiniMax M2.1MiniMax26.1%

FAQ

Common questions about the OctoCodingBench benchmark and leaderboard.

What is the OctoCodingBench benchmark?

Octopus coding benchmark for evaluating multi-language programming capabilities

What is the OctoCodingBench leaderboard?

The OctoCodingBench leaderboard ranks 1 AI models based on their performance on this benchmark. Currently, MiniMax M2.1 by MiniMax leads with a score of 0.261. The average score across all models is 0.261.

What is the highest OctoCodingBench score?

The highest OctoCodingBench score is 0.261, achieved by MiniMax M2.1 from MiniMax.

How many models are evaluated on OctoCodingBench?

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

What categories does OctoCodingBench cover?

OctoCodingBench is categorized under code. The benchmark evaluates text models.

What is the best open-source model on OctoCodingBench?

MiniMax M2.1 by MiniMax is the top-ranked open-source model on OctoCodingBench, with a score of 0.261 (rank #1).

Which model offers the best value on OctoCodingBench?

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 0.261.

How recent are the OctoCodingBench leaderboard results?

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