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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
training data can make an LLM's output less reliable. Benchmark evaluations for LLMs attempt to measure model reasoning, factual accuracy, alignment, and safety
Large_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
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
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
of chatbots List of language model benchmarks OpenRouter – LLM gateway to multiple AI providers Open weights Small language model In many cases, researchers
List_of_large_language_models
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
Large language model by Meta AI (2023–2026)
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)
Large language model designed for reasoning tasks
Reasoning language models (RLMs) or large reasoning models (LRMs) are large language models that are trained to solve tasks that require several steps
Reasoning_model
Type of artificial intelligence system
A vision–language model (VLM) is a type of artificial intelligence system that can jointly interpret and generate information from both images and text
Vision-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)
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)
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
Artificial intelligence division of Meta Platforms
acquire a 49% non-voting stake in Scale AI, a data annotation and language model benchmarking company. Scale AI's CEO Alexandr Wang moved to Chief AI Officer
Meta_Superintelligence_Labs
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
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)
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
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
AI models, such as language models and text-to-image models, across various benchmarks and user-generated Elo ratings. Leading large language models are
Comparison of generative AI models
Comparison_of_generative_AI_models
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
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
Arena.ai
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)
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
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
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)
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)
Large language model
accuracy of o1. Reasoning model List of large language models Knight, Will (December 20, 2024). "OpenAI Upgrades Its Smartest AI Model With Improved Reasoning
OpenAI_o3
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
Family of large language models by Alibaba
on some benchmarks. It was also in November 2024 that the Accio application was launched. The Qwen-VL series is a line of visual language models that combines
Qwen
Artificial intelligence chatbot by Moonshot AI
series of large language models developed by Chinese company Moonshot AI. Its Kimi K3, released July 2026, is the largest open weights model ever, at 2.8
Kimi_(AI)
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)
Informal benchmark for text-to-video models
test is an informal benchmark within the artificial intelligence community, used to assess the capabilities of generative video models in rendering realistic
Will Smith eating spaghetti test
Will_Smith_eating_spaghetti_test
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)
American software company
Montgomery Street, San Francisco. In November 2024 TechCrunch reported that Benchmark, Index Ventures and others were bidding up Cursor's valuation to about
Cursor_(company)
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
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
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)
2026 large language model by OpenAI
Transformer 5.6) is a set of large language models (LLMs) developed by OpenAI and released on July 9, 2026. It is a family of models that comes in three distinct
GPT-5.6
a models capability, prompting them with encouraging wording can significantly improve performance. Ethics of artificial intelligence Language model benchmark
Agent_experience
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
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
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
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
Generative artificial intelligence 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_(world_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)
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
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
Language model of pre-1931 English
earlier vintage language model experiments. He engaged with the Hassabis thought experiment and proposed an alternative, simpler benchmark. Instead of General
Talkie_(language_model)
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)
Chatbot developed by Google
praise and public controversy. Commentators have highlighted the models' benchmarks in coding and retrieval tasks as competitive with OpenAI's GPT-4 and
Google_Gemini
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
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
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
Chinese artificial intelligence company
artificial intelligence (AI) company that develops open weights large language models (LLMs). Based in Hangzhou, Zhejiang, DeepSeek is owned and funded by
DeepSeek
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
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
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)
Structuring text as input to generative artificial intelligence
Allemang, Dean; Jacob, Bryon (2023). "A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise
Prompt_engineering
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
Loss-of-control incident at OpenAI
needed] Rather than solving the benchmark tasks directly, "the models inferred that Hugging Face potentially hosted models, datasets and solutions" associated
OpenAI–HuggingFace_incident
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
Large language model and AI chatbot by Anthropic
Claude is a series of large language models (LLMs) developed by American software company Anthropic. Claude was released as an AI-based chatbot in March
Claude_(AI)
American company
raised an additional $250M at a $2.3Bn valuation, with NVIDIA, Cisco, and Benchmark investing in the round. The company was founded in January 2024 in El
Starcloud
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
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)
Machine learning model
A text-to-video model is a form of generative AI that uses a natural language description as input to produce a video relevant to the input text. Advancements
Text-to-video_model
Chinese artificial intelligence company
company; their flagship product is the GLM (General Language Model) family of open weights large language models (LLMs). Formerly known as Zhipu AI outside China
Z.ai
Type of computer benchmarking tool
applications are written in different programming languages, C, C++ and Fortran. Many SPECfp benchmark applications are derived from applications that are
SPECfp
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
AI research laboratory
development of two large language model families: the proprietary Gemini and open-weight Gemma, as well as other generative AI models, such as Imagen (text-to-image)
Google_DeepMind
probabilistic, stochastic, hybrid, and timed systems Common benchmarks MCC (models of the Model Checking Contest): a collection of hundreds of Petri nets
List_of_model_checking_tools
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
Software
and rapidly. 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
Representation in natural language processing
Iryna (2021-08-29). "BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models". {{cite journal}}: Cite journal requires
Sentence_embedding
Artificial intelligence researcher
demonstrations. He co-developed TruthfulQA (2021), a benchmark that tests whether language models give truthful answers rather than repeating common misconceptions
Owain_Evans
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
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
Large language model family by SpaceXAI
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)
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
Programming language with hardware abstraction
Rather, an execution model involves a compiler or an interpreter and the same language might be used with different execution models. For example, ALGOL
High-level programming language
High-level_programming_language
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
Image-generating machine learning model
other text-to-image models, Flux generates images from natural language descriptions, called prompts. In addition, some Flux models support editing images
Flux_(text-to-image_model)
Digital technology which directs AI models to perform tasks
agent scaffolding, is the software infrastructure surrounding a large language model (LLM) that enables it to operate as an AI agent. It manages tool use
Agent_harness
Large language model
large language model (LLM) developed by Mosaic under its parent company Databricks, released on March 27, 2024 under the Databricks Open Model License
DBRX
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
Conformance of AI to intended objectives
distributions. Empirical research in 2024 found that advanced large language models (LLMs) such as OpenAI o1 or Claude 3 sometimes engage in strategic
AI_alignment
US entrepreneur and business executive
raised an additional $250M at a $2.3Bn valuation, with NVIDIA, Cisco, and Benchmark investing in the round. Johnston is also the co-founder and CEO of The
Philip Johnston (entrepreneur)
Philip_Johnston_(entrepreneur)
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)
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
Artificial intelligence content detection software
positive rate of 0.0041%, approximately one in 24,000, on an English-language benchmark. Its use in education and publishing has prompted debate about whether
Pangram_(AI_detector)
Japanese supercomputer
also achieved 1.42 exaFLOPS using the mixed fp16/fp64 precision HPL-AI benchmark. It started regular operations in 2021. Fugaku was superseded as the fastest
Fugaku_(supercomputer)
Erroneous AI-generated content presented as true
computers. Symbolic artificial intelligence models generally do not produce hallucinations, unlike large language models. In computer vision, since the 2000s
Hallucination (artificial intelligence)
Hallucination_(artificial_intelligence)
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
Industrial automation organization
systems, as used for instance by AutomationML Benchmarking projects in order to have a good sophisticated benchmark standard. And in the field of communication
PLCopen
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
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
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LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
Surname or Lastname
English (Surrey)
English (Surrey) : unexplained. Compare Moad.
Girl/Female
Hebrew
From the tower.
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
Arabic, Muslim
Model; Example
Boy/Male
Gujarati, Hindu, Indian, Kannada, Marathi
Enjoyment
Boy/Male
Muslim
Model, Example
Boy/Male
Arabic, Muslim
Sample; Model; Paragon
Girl/Female
Hindu, Indian, Traditional
Model; Idea
Boy/Male
Latin
Swarthy.
Male
Yiddish
Pet form of Yiddish Mordche, MOTEL means "devotee of Marduk."Â
Boy/Male
Tamil
Prangel | பà¯à®°à®¾à®‚ஜல
Language
Prangel | பà¯à®°à®¾à®‚ஜல
Boy/Male
Anglo Saxon
Wealthy.
Boy/Male
Australian, French
Famous Ruler
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.
Female
Yiddish
(×”Ö¸×דֶעל) Pet form of Yiddish Hode, HODEL means "myrtle tree."
Girl/Female
Christian & English(British/American/Australian)
Model or Pattern
Girl/Female
Arabic, Muslim
Example; Model; Demo
Boy/Male
Muslim
Sample, Model, Paragon
Boy/Male
Egyptian
To model.
Girl/Female
British, English, German, Russian
Supper
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
LANGUAGE MODEL-BENCHMARK
a.
Having a language; skilled in language; -- chiefly used in composition.
v. t.
To communicate by language; to express in language.
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.
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.
imp. & p. p.
of Language
n.
The language of the ancient Germans; the Teutonic languages, collectively.
n.
The Provencal language. See Langue d'oc.
a.
Indicating, or pertaining to, some mode of conceiving existence, or of expressing thought.
n.
Prevailing popular custom; fashion, especially in the phrase the mode.
n.
The vocabulary and phraseology belonging to an art or department of knowledge; as, medical language; the language of chemistry or theology.
n.
Manner of doing or being; method; form; fashion; custom; way; style; as, the mode of speaking; the mode of dressing.
a.
Suitable to be taken as a model or pattern; as, a model house; a model husband.
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.
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.
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 characteristic mode of arranging words, peculiar to an individual speaker or writer; manner of expression; style.
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.
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