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Standardized AI performance test
A language model benchmark is a standardized test designed to evaluate the performance of language models on various natural language processing tasks
Language_model_benchmark
Type of machine learning model
follow instructions and to behave as assistants. Benchmark evaluations for LLMs attempt to measure model reasoning, factual accuracy, alignment, and safety
Large_language_model
Statistical model of language
A language model is a computational model that predicts sequences in natural language. Language models are useful for a variety of tasks, including speech
Language_model
Language model benchmark
Humanity's Last Exam (HLE) is a language model benchmark consisting of 2,500 questions across a broad range of subjects. It was created jointly by the
Humanity's_Last_Exam
Large language model developed by Google
variety of industry benchmarks, while Gemini Pro was said to have outperformed GPT-3.5. Gemini Ultra was also the first language model to outperform human
Gemini_(language_model)
Language model benchmark
Measuring Massive Multitask Language Understanding (MMLU) is a popular benchmark for evaluating the capabilities of large language models. It inspired several
MMLU
Topics referred to by the same term
finding surveying benchmarks Benchmark (computing), the result of running a computer program to assess performance Language model benchmark, a particular
Benchmark
Large language model by Meta AI
Llama ("Large Language Model Meta AI" serving as a backronym) is a family of large language models (LLMs) released by Meta AI starting in February 2023
Llama_(language_model)
chatbots List of language model benchmarks Open weights In many cases, researchers release or report on multiple versions of a model having different
List_of_large_language_models
Language models designed for reasoning tasks
A reasoning model, also known as a reasoning language model (RLM) or large reasoning model (LRM), is a type of large language model (LLM) that has been
Reasoning_model
Type of large language model
A generative pre-trained transformer (GPT) is a type of large language model (LLM) that is widely used in generative artificial intelligence chatbots.
Generative pre-trained transformer
Generative_pre-trained_transformer
Internal representation of world by AI
model benchmarks test physical understanding, long-term consistency, planning, and generalization from sensor data. Meta introduced three benchmarks for
World model (artificial intelligence)
World_model_(artificial_intelligence)
Series of language models developed by Google AI
Bidirectional encoder representations from transformers (BERT) is a language model introduced in October 2018 by researchers at Google. It learns to represent
BERT_(language_model)
Language model by DeepMind
average accuracy of 67.5% on the Measuring Massive Multitask Language Understanding (MMLU) benchmark, which is 7% higher than Gopher's performance. Chinchilla
Chinchilla_(language_model)
Artificial intelligence chatbot by Moonshot AI
Kimi is an artificial intelligence (AI) chatbot and series of large language models developed by Chinese company Moonshot AI. Its first version, released
Kimi_(AI)
Large language model and AI chatbot by Z.ai
General Language Model, is a series of open weight large language models developed by Chinese software company Z.ai. Though the first GLM model was published
GLM_(AI)
Topics referred to by the same term
Sweden (ISO 3166-1 alpha-3-code) Swedish language (ISO 639-2 and ISO 639-3 code) SWE-Bench, a language model benchmark This disambiguation page lists articles
SWE
Term used in machine learning
learning, the term stochastic parrot is a metaphor that frames large language models as systems that statistically mimic text without real understanding
Stochastic_parrot
Open-source large language model
most powerful Arabic-language AI model". ZDNET. Retrieved 2025-07-31. "Core42 Sets New Benchmark for Arabic Large Language Models with the Release of Jais
Jais_(language_model)
American machine learning researcher
in 2016, and of the paper that introduced the language model benchmark MMLU (Massive Multitask Language Understanding) in 2020. In February 2022, Hendrycks
Dan_Hendrycks
Artificial intelligence model paradigm
for Transformer-based Masked Language-models, arXiv:2106.10199 "Papers with Code – MMLU Benchmark (Multi-task Language Understanding)". paperswithcode
Foundation_model
2026 large language model by OpenAI
Transformer 5.6) is a large language model (LLM) developed by OpenAI and released on July 9, 2026. It is a family of models that comes in three distinct
GPT-5.6
Website comparing AI chatbots based on votes
platform that evaluates large language models (LLMs). Users enter prompts for two anonymous models to respond to and vote on the model that gave the better response
LMArena
Principle in AI development
Artificial Intelligence Act Ethics of artificial intelligence Language model benchmark Runtime verification sometimes falls under either formal or informal
Agent_verification
Standardized performance evaluation
In computing, a benchmark is the act of running a computer program, a set of programs, or other operations, in order to assess the relative performance
Benchmark_(computing)
Informal benchmark for text-to-video models
Spaghetti Benchmark is an informal benchmark within the artificial intelligence community, used to assess the capabilities of generative video models in rendering
Will Smith Eating Spaghetti test
Will_Smith_Eating_Spaghetti_test
American software company
builds tools and models that allow users to edit code, search codebases, run commands, and complete programming tasks using natural-language instructions
Cursor_(company)
2026 large language model by OpenAI
improved deep research capabilities. In the benchmark OSWorld-Verified, which scores large language models' ability to use desktop environments, GPT-5
GPT-5.4
Point with known height used in surveying when levelling
The term benchmark, bench mark, or survey benchmark originates from the chiseled horizontal marks that surveyors made in stone structures, into which an
Benchmark_(surveying)
American machine learning company
to the benchmark ExploitGym from a database. Hugging Face attempted to mitigate the security breach using American proprietary frontier models, but the
Hugging_Face
Chinese artificial intelligence company
a Chinese artificial intelligence (AI) company that develops large language models (LLMs). Based in Hangzhou, Zhejiang, DeepSeek is owned and funded by
DeepSeek
Technique using a large language model as an evaluator
LLM-based evaluation or language model-based evaluation) is a technique in natural language processing in which a large language model (LLM) is used to assess
LLM-as-a-Judge
Concept in information theory
the predictive power of a language model, has remained central to evaluating models such as the dominant transformer models like Google's BERT, OpenAI's
Perplexity
Tendency of AI systems to tell users what they want to hear
field of artificial intelligence, sycophancy is a tendency of large language models (LLMs) and other AI assistants to tailor their responses to what they
Sycophancy (artificial intelligence)
Sycophancy_(artificial_intelligence)
2018 text-generating language model
underlying task-agnostic model architecture. Despite this, GPT-1 still improved on previous benchmarks in several language processing tasks, outperforming
GPT-1
Open-source database management system
company was initially funded with US$50 million from Index Ventures and Benchmark Capital, with participation from Yandex N.V. and others. On 28 October
ClickHouse
Language model application development framework
announcing a $10 million seed investment from Benchmark. In the third quarter of 2023, the LangChain Expression Language (LCEL) was introduced, which provides
LangChain
Chinese artificial intelligence company
GPT-5.5 high on benchmarks, losing out only to Claude Fable 5 and GPT-5.6 Sol, while offering prices comparable to the lower-performing model Claude Sonnet
Moonshot_AI
Structuring text as input to generative artificial intelligence
structuring natural language inputs (known as prompts) to produce specified outputs from a generative artificial intelligence (GenAI) model. Context engineering
Prompt_engineering
Large language model developed by Google
PaLM (Pathways Language Model) is a 540 billion-parameter dense decoder-only transformer-based large language model (LLM) developed by Google AI. Researchers
PaLM
Large language model
Verified. Reasoning model List of large language models Knight, Will (December 20, 2024). "OpenAI Upgrades Its Smartest AI Model With Improved Reasoning
OpenAI_o3
AI research laboratory
large language models) and other generative AI tools, such as the text-to-image model Imagen, the text-to-video model Veo, and the text-to-music model Lyria
Google_DeepMind
Process level improvement training and appraisal program
(ARC) framework used in earlier versions of the model. CAM defines two principal appraisal types: Benchmark Appraisal, the formal appraisal used to determine
Capability Maturity Model Integration
Capability_Maturity_Model_Integration
Type of attack in machine learning
behavior in machine learning models, particularly large language models (LLMs). The attack takes advantage of the model's inability to distinguish between
Prompt_injection
Generative AI chatbot by OpenAI
Originally released on November 30, 2022, the product uses large language models—specifically generative pre-trained transformers (GPTs)—to generate
ChatGPT
Training methods used after LLM pretraining
Post-training of large language models is a term used in recent technical literature for training applied to a large language model (LLM) after its initial
Post-training of large language models
Post-training_of_large_language_models
Declarative graph query language
October 2015. The language was designed with the power and capability of SQL (standard query language for the relational database model) in mind, but Cypher
Cypher_(query_language)
French artificial intelligence company
release blog post that the model outperforms LLaMA 2 13B on all benchmarks tested, and is on par with LLaMA 34B on many benchmarks tested, despite having
Mistral_AI
Algorithm for modelling sequential data
variations have been widely adopted for training large language models (LLMs) on large (language) datasets. Modern transformer designs are commonly grouped
Transformer_(deep_learning)
Text-to-video model
benchmark, behind Kling 3.5 and Veo 3.1, while its text-to-video option ranked seventh. As of early 2026, it was the highest-ranked open-source model
LTX_(text-to-video_model)
3D computer graphics software
platform to collect, display, and query benchmark data produced by the Blender community with related Blender Benchmark software. The Blender Network was an
Blender_(software)
2026 large language model by OpenAI
large language model (LLM) released by OpenAI on April 23, 2026. The model is also known by its codename "Spud". OpenAI reported GPT-5.5 benchmark scores
GPT-5.5
Computer benchmark specification for CPU integer processing power
SPEC INT is a computer benchmark specification for CPU integer processing power. It is maintained by the Standard Performance Evaluation Corporation (SPEC)
SPECint
Programming language with hardware abstraction
programming language is a programming language with strong abstraction from the details of the computer. In contrast to low-level programming languages, it may
High-level programming language
High-level_programming_language
Large language model and AI chatbot by Anthropic
Claude is a series of large language models developed by American software company Anthropic. Claude was released as an AI-based chatbot in March 2023
Claude_(AI)
Database management system
more platforms are proposed to deal with multi-model data, there are a few works on benchmarking multi-model databases. For instance, Pluciennik, Oliveira
Multi-model_database
Query language for property graphs
Data Benchmark Council (LDBC) agreed to become the umbrella organization for the efforts of community technical working groups. The Existing Languages and
Graph_Query_Language
Language assessment rubric
credible benchmark for English standards in Malaysia." An intergovernmental symposium in 1991 titled "Transparency and Coherence in Language Learning
Common European Framework of Reference for Languages
Common_European_Framework_of_Reference_for_Languages
Logic puzzle
a benchmark in the evaluation of computer algorithms for solving constraint satisfaction problems. More recently, it has been used as a benchmark for
Zebra_Puzzle
Activity of representing processes of an enterprise
modern methods are Unified Modeling Language and Business Process Model and Notation. The term business process modeling was coined in the 1960s in the
Business_process_modeling
2025 multimodal model by OpenAI
multimodal large language model developed by OpenAI and the fifth in its series of generative pre-trained transformer (GPT) foundation models. Preceded in
GPT-5
Benchmark used to compare the performance of OLTP systems
In 2006, a newer OLTP benchmark was added to the suite, TPC-E, but TPC-C remains in widespread use. The TPC-C system models a multi-warehouse wholesale
TPC-C
Autonomous artificial intelligence agent
ChatGPT-powered browser extension that aggregated multiple commercial large language models behind a single interface for translation, summarization, and writing
Manus_(AI_agent)
Chatbot developed by Google
assistant developed by Google. It is powered by the family of large language models (LLMs) of the same name, after previously being based on LaMDA and
Google_Gemini
American data annotation company
focused on data annotation, the company also offers RLHF services, large language model (LLM) evaluation, and enterprise software suites to build and deploy
Scale_AI
American businessman and entrepreneur
venture capitalist. He is a general partner with the venture capital firm, Benchmark. Previously, he was the founder and managing partner of Alt Capital, and
Jack_Altman_(investor)
2024 AI LLM with enhanced reasoning
with rumors suggesting that this experimental model had shown promising results on mathematical benchmarks. In July 2024, Reuters reported that OpenAI was
OpenAI_o1
Image-generating machine learning model
2024, TechCrunch reported that Recraft's third major model, V3, had topped a crowdsourced benchmark, surpassing Midjourney and OpenAI's DALL-E in overall
Recraft
General-purpose programming language
Python's performance relative to other programming languages is benchmarked by The Computer Language Benchmarks Game. There are several approaches to optimizing
Python_(programming_language)
Machine learning model
A text-to-video model is a form of generative artificial intelligence that uses a natural language description as input to produce a video relevant to
Text-to-video_model
Chinese artificial intelligence company
2025. Z.ai's flagship product is the GLM (General Language Model) family of large language models, which the company has released under the free and
Z.ai
American semiconductor company
Blackwell, on the 400B-parameter Llama 4 Maverick model in testing by an independent benchmarking firm. In July 2025, Cerebras unveiled Qwen3-235B, an
Cerebras_Systems
Tel Aviv-based company
enterprise deployment, claiming it outperformed other open models across multiple benchmarks. The same month, AI21 Labs launched Maestro, an AI planning
AI21_Labs
American artificial intelligence company
promoting AI safety. Its flagship product is Claude, a series of large language models (LLMs). Anthropic was founded in 2021 by former members of OpenAI,
Anthropic
Opinion and argument mining subtask
systems consistently competitive across benchmark datasets such as SemEval-2016, where topic-specific SVM models were trained on word and character n-grams
Stance_detection
Electric mid-size luxury crossover SUV since 2015
Lambert, Fred (April 19, 2016). "Audi is reverse-engineering/benchmarking a Tesla Model X but doesn't know how to charge it". Electrek. Retrieved December
Tesla_Model_X
Family of large language models by Alibaba
pinyin: Tōngyì Qiānwèn) is a family of large language models developed by Alibaba Cloud. Many Qwen models are distributed under the free and open-source
Qwen
2023 text-generating language model
Transformer 4 (GPT-4) is a large language model developed by OpenAI and the fourth in its series of GPT foundation models. GPT-4 is preceded by GPT-3.5 and
GPT-4
Overview of and topical guide to deep learning
Retrieved 17 April 2026. "GLUE Benchmark". GLUE Benchmark. Retrieved 17 April 2026. "LibriSpeech ASR corpus". Open Speech and Language Resources. Retrieved 17
Outline_of_deep_learning
Word embedding method
Robinson, Tony (2014-03-04). "One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling". arXiv:1312.3005 [cs.CL]. Melamud, Oren;
ELMo
formal language for describing patterns of interaction in concurrent systems. FDR2 is a refinement checking tool for CSP, comparing two models for compatibility
List_of_model_checking_tools
Dynamic programming language
Julia is a dynamic general-purpose programming language. As a high-level language, distinctive aspects of Julia's design include a type system with parametric
Julia_(programming_language)
Large language model family by xAI
large language models developed by SpaceXAI. It was launched in November 2023 by Elon Musk as an initiative based on the large language model (LLM) of
Grok_(chatbot)
Low-level programming language family
In computing, assembly language (alternatively assembler language or symbolic machine code), often referred to simply as assembly and commonly abbreviated
Assembly_language
Technology made by American organization
German. GPT-3 dramatically improved benchmark results over GPT-2. OpenAI cautioned that such scaling-up of language models could be approaching or encountering
Products and applications of OpenAI
Products_and_applications_of_OpenAI
AI that generates content
possible by improvements in deep neural networks, particularly large language models (LLMs), which are based on the transformer architecture. Generative
Generative_AI
Software library for LLM inference
open-source software library that performs inference on various large language models such as Llama. It is co-developed alongside the GGML project, a general-purpose
Llama.cpp
American technology company
reliable performance benchmarks. Alongside their applied research, they developed the Financial AI Benchmark, a platform for measuring model capabilities across
Hebbia
American computer scientist and engineer
October 2025, Markov was elected vice chair of the Si2 Large Language Model Benchmarking Coalition, a collaborative industry initiative focused on advancing
Igor_L._Markov
Reading method
recognition of words, which reading researchers have long understood as a benchmark of a strong reader. Balanced literacy approaches, which incorporate both
Three_cueing
Topical clustering method
In natural language processing, a topic model is a type of probabilistic, neural, or algebraic model for discovering the abstract topics that occur in
Topic_model
Type of artificial intelligence model trained on Earth observation and geoscientific data
global earth image understanding benchmarks. GeoChat: Introduced as the first grounded remote sensing visual-language model delivering multi-task conversational
Geospatial_foundation_model
Finding information for an information need
retrieval model that balances lexical and semantic features using masked language modeling and sparsity regularization. 2022: The BEIR benchmark is released
Information_retrieval
Software
more practical. Several benchmarks have been developed to evaluate the capabilities of AI coding agents and large language models in software engineering
Agent-oriented software engineering
Agent-oriented_software_engineering
Loss-of-control incident at OpenAI
open one. Rather than solving the benchmark tasks directly, the models inferred that Hugging Face might host the models, datasets and solutions associated
2026 OpenAI agent cyberattacks
2026_OpenAI_agent_cyberattacks
High-level programming language
processed before the next message is considered. However, the language's concurrency model describes the event loop as non-blocking: program I/O is performed
JavaScript
Cash prize for advances in data compression
which is the larger of two files used in the Large Text Compression Benchmark (LTCB); enwik9 consists of the first 109 bytes of a specific version of
Hutter_Prize
Token limit for LLM context
context window of a large language model (LLM) is the maximum amount of text or other tokenized input available to the model at one time when generating
Context_window
Machine learning technique
including natural language processing tasks such as text summarization and conversational agents, computer vision tasks like text-to-image models, and the development
Reinforcement learning from human feedback
Reinforcement_learning_from_human_feedback
Knowledge base that represents semantic relations between concepts in a network
Dutch, whereas multiple languages share the same concepts. Other Gellish networks consist of knowledge models and information models that are expressed in
Semantic_network
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
Boy/Male
Muslim
Model, Example
Girl/Female
Hebrew
From the tower.
Female
Yiddish
(×”Ö¸×דֶעל) Pet form of Yiddish Hode, HODEL means "myrtle tree."
Girl/Female
Hindu, Indian, Traditional
Model; Idea
Girl/Female
Christian & English(British/American/Australian)
Model or Pattern
Surname or Lastname
English
English : habitational name from Langdale, Cumbria, named in Old Norse as ‘long valley’, from lang ‘long’ + dalr ‘valley’.Possibly an Americanized form of Norwegian Langdal, Langdalen, Langdahl, habitational names from any of numerous farmsteads named Langdal(en), having the same etymology as 1.
Boy/Male
Latin
Swarthy.
Boy/Male
Anglo Saxon
Wealthy.
Boy/Male
Australian, French
Famous Ruler
Boy/Male
Arabic, Muslim
Model; Example
Girl/Female
British, English, German, Russian
Supper
Boy/Male
Tamil
Prangel | பà¯à®°à®¾à®‚ஜல
Language
Prangel | பà¯à®°à®¾à®‚ஜல
Surname or Lastname
English (Surrey)
English (Surrey) : unexplained. Compare Moad.
Boy/Male
Muslim
Sample, Model, Paragon
Male
Yiddish
Pet form of Yiddish Mordche, MOTEL means "devotee of Marduk."Â
Boy/Male
Egyptian
To model.
Surname or Lastname
English
English : from an Old German personal name, Godilo, Godila.German (Gödel) : from a pet form of a compound personal name beginning with the element gÅd ‘good’ or god, got ‘god’.Variant of Godl or Gödl, South German variants of Gote, from Middle High German got(t)e, gö(t)te ‘godfather’.Jewish (Ashkenazic) : from the Yiddish male personal name Godl, a pet form of God, a variant of biblical Gad.
Boy/Male
Arabic, Muslim
Sample; Model; Paragon
Boy/Male
Gujarati, Hindu, Indian, Kannada, Marathi
Enjoyment
Girl/Female
Arabic, Muslim
Example; Model; Demo
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
Girl/Female
Greek
From Lydia.
Surname or Lastname
English
English : see Mallory.French : from a Frenchified form of a Germanic personal name composed of the elements madal ‘council’ + rīc ‘power’.
Girl/Female
Afghan, African, Arabic, Hebrew, Hindu, Indian, Marathi, Muslim
A Friend; Precious; Gorgeous; Mighty; Beautiful; Beloved; Cherished
Girl/Female
Shakespearean
Henry VI, Part 2' Margery Jourdain, a witch.
Boy/Male
Tamil
King, Basil the herb
Boy/Male
Hindu, Indian
Grace; Favor
Boy/Male
Indian
Favorite, Beneficence, Generosity, Abundance, Benefit
Male
English
Anglicized form of Danish/Norwegian HÃ¥vard, HAWARD means "high guard." This is an older form of modern English Howard.
Boy/Male
German
Happy fighter.
Girl/Female
Hindu
Dispeller of ignorance, One who gathers knowledge
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
a.
Indicating, or pertaining to, some mode of conceiving existence, or of expressing thought.
n.
The scale as affected by the various positions in it of the minor intervals; as, the Dorian mode, the Ionic mode, etc., of ancient Greek music.
v. t.
To communicate by language; to express in language.
a.
Having a language; skilled in language; -- chiefly used in composition.
n.
Something intended to serve, or that may serve, as a pattern of something to be made; a material representation or embodiment of an ideal; sometimes, a drawing; a plan; as, the clay model of a sculpture; the inventor's model of a machine.
n.
The suggestion, by objects, actions, or conditions, of ideas associated therewith; as, the language of flowers.
n.
Anything which serves, or may serve, as an example for imitation; as, a government formed on the model of the American constitution; a model of eloquence, virtue, or behavior.
n.
The characteristic mode of arranging words, peculiar to an individual speaker or writer; manner of expression; style.
a.
Of or pertaining to a mode or mood; consisting in mode or form only; relating to form; having the form without the essence or reality.
n.
The vocabulary and phraseology belonging to an art or department of knowledge; as, medical language; the language of chemistry or theology.
imp. & p. p.
of Language
n.
Prevailing popular custom; fashion, especially in the phrase the mode.
n.
Manner of doing or being; method; form; fashion; custom; way; style; as, the mode of speaking; the mode of dressing.
n.
A Latin idiom; a mode of speech peculiar to Latin; also, a mode of speech in another language, as English, formed on a Latin model.
v. t.
To plan or form after a pattern; to form in model; to form a model or pattern for; to shape; to mold; to fashion; as, to model a house or a government; to model an edifice according to the plan delineated.
v. i.
To make a copy or a pattern; to design or imitate forms; as, to model in wax.
n.
The language of the ancient Germans; the Teutonic languages, collectively.
n.
The Provencal language. See Langue d'oc.
a.
Suitable to be taken as a model or pattern; as, a model house; a model husband.