BlogLLM Benchmark Scores as Published, Side by Side

MBPP: Results as Published

Every result the catalog holds for MBPP: 7 models from 3 developers, read from 2 pages. Each number is as printed by the company named beside it; nothing is ranked or rescored. Models are listed by developer, newest first.

Area Code GenerationMaintainer Jacob Austin and co-authorsIntroduced 2021Data version 2026103001, as of 2026-10-30

MBPP, Mostly Basic Programming Problems, asks a model to write a short Python program from a natural language description. The dataset has 974 crowd-sourced tasks meant to be solvable by entry-level programmers. Each task includes test cases, and the prompts consistently contain three input-output examples written as assert statements. A task counts as solved when the synthesized program passes those tests, and the paper reports the share of problems solved.

MBPP

ModelValuePrinted bySetup as printed
Llama 4 Maverick (pre-trained)Meta, released 2025-04-0577.6%Meta, Meta Llama 4 model cardchecked 2026-10-15-
Llama 4 Scout (pre-trained)Meta, released 2025-04-0567.8%Meta, Meta Llama 4 model cardchecked 2026-10-15-
Llama 3.1 405B (pre-trained)Meta, released 2024-07-2374.4%Meta, Meta Llama 4 model cardchecked 2026-10-15-
Llama 3.1 70B (pre-trained)Meta, released 2024-07-2366.4%Meta, Meta Llama 4 model cardchecked 2026-10-15-

MBPP+

ModelValuePrinted bySetup as printed
Kimi K2 BaseMoonshot AI, released 2025-07-1173.8%Xiaomi, Xiaomi MiMo-V2.5-Pro model cardchecked 2026-10-15Harness: 3-shot
MiMo-V2.5 BaseXiaomi, released 2026-04-2770.9%Xiaomi, Xiaomi MiMo-V2.5-Pro model cardchecked 2026-10-15Harness: 3-shot
MiMo-V2.5-Pro BaseXiaomi, released 2026-04-2774.1%Xiaomi, Xiaomi MiMo-V2.5-Pro model cardchecked 2026-10-15Harness: 3-shot

Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.