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Foundation, generative, multimodal and specialised models.

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2026

2025

  • Dec 3, 2025 Gemini 3 Deep Think

    Gemini 3 Deep Think is Google's enhanced reasoning mode for Gemini 3, announced with Gemini 3 Pro on 18 November 2025 and released to Google AI Ultra subscribers on 3 December 2025, with an upgraded version following in February 2026.

    Large language modelsReasoningScience

  • Dec 2, 2025 Ministral 3

    Three small dense models from Mistral AI — 3B, 8B and 14B — released in December 2025 under Apache 2.0, each in base, instruct and reasoning variants with image understanding.

    Large language modelsOpen sourceMultimodal

  • Nov 27, 2025 DeepSeekMath-V2

    DeepSeekMath-V2, released on 27 November 2025, is a mathematical reasoning model trained to verify its own proofs. DeepSeek reported gold-level scores on IMO 2025 and CMO 2024 problems, and 118 of 120 on Putnam 2024.

    Open sourceChinaReasoning

  • Nov 6, 2025 iFlytek Spark X1.5

    iFlytek's Spark X1.5 is a deep reasoning model released in November 2025 that runs on a domestic computing platform built with Huawei, using a 293-billion-parameter mixture-of-experts design.

    Large language modelsChinaReasoning

  • Sep 29, 2025 DeepSeek-V3.2-Exp

    An experimental DeepSeek model released on 29 September 2025 that introduced DeepSeek Sparse Attention to make long-context training and inference cheaper, shipped with open weights and an immediate API price cut.

    Large language modelsOpen sourceChina

  • Sep 2025 GLM-4.6

    GLM-4.6 is an open-weights large language model released by Zhipu in late September 2025, with a 200K-token context window, about 357 billion parameters and an MIT licence, aimed at coding, reasoning and agent work.

    Large language modelsOpen sourceChina

  • Aug 1, 2025 Gemini 2.5 Deep Think

    An enhanced reasoning mode for Gemini 2.5 Pro that weighs multiple hypotheses in parallel before answering, announced experimentally in 2025 and known for reaching gold-medal standard at the International Mathematical Olympiad.

    Large language modelsReasoningScience

  • Jul 25, 2025 Step 3

    Step 3 is StepFun's open multimodal reasoning model, with 321 billion total parameters and 38 billion active per token. It was released in July 2025 and uses Apache 2.0.

    Open sourceChinaMultimodal

  • Jun 10, 2025 OpenAI o3-pro

    OpenAI o3-pro is a version of the o3 model released on 10 June 2025, which OpenAI described as its most capable model at the time and recommended for hard questions where reliability matters more than speed.

    Large language modelsReasoningScience

  • May 21, 2025 Aurora

    Aurora is a foundation model for the Earth system, trained on more than a million hours of geophysical data. It outperforms operational forecasts for weather, air quality, ocean waves and tropical cyclone tracks at far lower computational cost.

    Deep learningFoundation modelsScience

  • May 14, 2025 AlphaEvolve

    AlphaEvolve is a Google DeepMind coding agent announced on 14 May 2025 that pairs Gemini models with automated evaluators to evolve algorithms, yielding a Borg scheduling heuristic, faster kernels and new mathematical results.

    Agents & tool useReasoningScience

  • Apr 30, 2025 DeepSeek-Prover-V2

    DeepSeek's open-source model for formal theorem proving in Lean 4, trained with a subgoal-decomposition pipeline; it reached an 88.9% pass ratio on MiniF2F-test and introduced the ProverBench benchmark.

    Open sourceChinaReasoning

  • Apr 16, 2025 OpenAI o3

    OpenAI's second-generation reasoning model, announced in December 2024 and released in April 2025, which posted large gains over o1 on science, software-engineering and competitive-programming benchmarks before being succeeded by GPT-5.

    Large language modelsAgents & tool useReasoning

  • Jan 15, 2025 iFlytek Spark X1

    iFlytek Spark X1 is a Chinese deep-reasoning model released in January 2025 and trained entirely on domestic computing hardware, with later upgrades benchmarked against OpenAI's reasoning models.

    Large language modelsChinaReasoning

2024

  • Dec 26, 2024 DeepSeek-V3

    DeepSeek-V3 is an open-weight mixture-of-experts language model that DeepSeek released in December 2024. Each token uses 37 billion of its 671 billion parameters, and DeepSeek describes its chat model as comparable to leading closed-source systems.

    Large language modelsOpen sourceChina

  • Dec 5, 2024 OpenAI o1 pro

    A version of OpenAI's o1 that spends more compute before answering, launched on 5 December 2024 inside the $200-a-month ChatGPT Pro plan and added to the API on 19 March 2025.

    Large language modelsConsumer appsReasoning

  • Oct 16, 2024 Ministral 3B and 8B

    Ministral 3B and Ministral 8B are two small Mistral AI language models released on 16 October 2024 for on-device and edge use, offering long context, low API prices and, for the 3B, performance Mistral claimed beat its earlier 7B model.

    Large language modelsEnterpriseHardware & compute

  • Sep 12, 2024 OpenAI o1

    OpenAI o1 is the first reasoning model series from OpenAI, introduced in September 2024. It thinks through a long internal chain of thought before answering, and it was the base for later reasoning models such as o3.

    Large language modelsReasoningSafety & governance

  • Jul 25, 2024 AlphaProof

    AlphaProof is a Google DeepMind reinforcement-learning system that proves mathematical statements in the formal language Lean. At the 2024 International Mathematical Olympiad it solved three problems, and together with AlphaGeometry 2 reached silver-medal level.

    ReasoningScienceSymbolic AI

  • Jul 18, 2024 Mistral NeMo

    Mistral NeMo is a 12-billion-parameter language model released by Mistral AI with NVIDIA in July 2024, notable for a 128K-token context window, a new multilingual tokenizer called Tekken, and an Apache 2.0 release.

    Large language modelsOpen sourceHardware & compute

  • Jul 16, 2024 Mathstral

    A 7-billion-parameter model released by Mistral AI on 16 July 2024 for mathematical and STEM reasoning, built on Mistral 7B, openly licensed, and now listed as deprecated.

    Open sourceReasoningScience

  • Jun 27, 2024 iFlytek Spark V4.0

    iFlytek's large language model released on 27 June 2024 and trained entirely on a domestic platform co-built with Huawei; iFlytek presented it as reaching GPT-4 level while acknowledging weaker coding and multimodal abilities.

    Large language modelsChinaFoundation models

  • Jun 25, 2024 ESM3

    ESM3 is a protein generative model announced by EvolutionaryScale in June 2024 that reasons over sequence, structure and function together, and generated a fluorescent protein estimated to sit over 500 million years of evolution away from known ones.

    Open sourceFoundation modelsGenerative models

  • May 8, 2024 AlphaFold 3

    AlphaFold 3 is a structure-prediction model from Google DeepMind and Isomorphic Labs, announced on 8 May 2024. It predicts the structures and interactions of proteins, DNA, RNA, ligands and chemical modifications, extending structure prediction beyond proteins alone.[^1]

    Deep learningGenerative modelsScience

  • Feb 5, 2024 DeepSeekMath

    DeepSeekMath is a 7B-parameter open language model built for mathematical reasoning and released in 2024. It reached 51.7% on the competition-level MATH benchmark without external tools, and introduced GRPO, a reinforcement-learning algorithm that uses less memory than PPO.

    Large language modelsOpen sourceChina

  • Jan 30, 2024 iFlytek Spark V3.5

    Spark V3.5 is a large language model that iFlytek released on 30 January 2024. It was the first Spark model trained entirely on the domestic FlyingStar One computing platform, and iFlytek compared it with GPT-4 Turbo.

    Large language modelsChinaFoundation models

  • Jan 17, 2024 AlphaGeometry

    AlphaGeometry is a Google DeepMind system that pairs a neural language model with a symbolic deduction engine to solve olympiad geometry problems, reaching near gold-medal level on a benchmark of 30 problems.

    Open sourceReasoningScience

2023

  • Dec 14, 2023 FunSearch

    FunSearch is a method that uses a pretrained large language model inside an evolutionary loop to search for programs that solve mathematical and computational problems, rather than for answers directly. It produced new results on the cap set problem and on online bin packing.

    Deep learningReasoningScience

  • Dec 6, 2023 Gemini 1.0 (Ultra, Pro, Nano)

    Gemini 1.0 is the first generation of Google DeepMind's multimodal model family, announced on 6 December 2023 in Ultra, Pro and Nano sizes; Google reported its Ultra version as the first model to beat human experts on MMLU.

    Large language modelsConsumer appsFoundation models

  • Nov 29, 2023 GNoME (Graph Networks for Materials Exploration)

    GNoME is a Google DeepMind deep-learning tool, announced on 29 November 2023, that predicts new inorganic crystals; it produced 2.2 million candidate structures, of which 380,000 were predicted to be stable.

    Deep learningData & datasetsScience

  • Nov 14, 2023 GraphCast

    GraphCast is a Google DeepMind machine-learning model that makes global weather forecasts up to 10 days ahead, producing a 10-day forecast in under a minute on a single TPU and outperforming ECMWF's HRES on most tested variables.

    Open sourceDeep learningScience

  • Jul 5, 2023 Pangu-Weather

    Pangu-Weather is a three-dimensional deep-learning model for medium-range global weather forecasting, published in Nature in 2023; on reanalysis data it produced stronger forecasts than ECMWF's operational system across all tested variables.

    ChinaDeep learningScience

  • Apr 3, 2023 Pythia

    Pythia is a suite of 16 open language models from EleutherAI, ranging from 70 million to 12 billion parameters, all trained on the same data in the same order, with 154 public checkpoints from each training run.

    Large language modelsResearch historyOpen source

2022

2021

  • Oct 11, 2021 Megatron-Turing NLG 530B

    Megatron-Turing NLG 530B is a 530-billion-parameter language model announced by NVIDIA and Microsoft on 11 October 2021, then the largest monolithic transformer language model, trained on NVIDIA's Selene supercomputer with Megatron-LM and DeepSpeed combined.

    Large language modelsFoundation modelsHardware & compute

  • Jul 15, 2021 RoseTTAFold

    RoseTTAFold is a three-track neural network for protein structure prediction, published by the Baker lab in 2021; its accuracy approached AlphaFold2's at CASP14, it models protein–protein complexes from sequence alone, and it is distributed as open code with a public web server.

    Research historyOpen sourceDeep learning

2020

  • Nov 30, 2020 AlphaFold2

    AlphaFold2 is DeepMind's protein structure prediction system, announced in 2020. It reached accuracy competitive with experimental methods in many cases, and work in this area received half of the 2024 Nobel Prize in Chemistry.

    Research historyDeep learningScience

2018

1997