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AI Model Watch

Grok

by xAI (X.AI Corp.) · x.ai

Grok is a conversational AI chatbot developed by xAI (now a SpaceX subsidiary), available at grok.com, on the X (formerly Twitter) platform, and via a developer API at api.x.ai. Its defining differentiator is native, real-time access to X's live content stream — a capability no other major Western frontier model offers natively. The model family spans six public generations from the November 2023 Grok-1 through the April 2026 Grok 4.3, covering text, image (Aurora), video (grok-imagine-video-1.5), and voice modalities.

best model Grok 4.3 version 4.3 released Apr 30, 2026

Elon Musk incorporated xAI on March 9, 2023, recruiting a twelve-person founding team from Google DeepMind, OpenAI, Microsoft Research, and CERN — led by chief engineer Igor Babuschkin, formerly of DeepMind. Musk publicly unveiled the company on July 12, 2023, a date deliberately chosen so its components (7+12+23) sum to 42, the 'Answer to Life, the Universe, and Everything' from The Hitchhiker's Guide to the Galaxy — the same book that inspired Grok's personality and name (coined by Robert Heinlein to mean deep, intuitive understanding). xAI's stated mission was to build AI systems that could 'understand the true nature of the universe,' positioning itself explicitly as a 'maximally truth-seeking' counterpoint to what Musk described as politically over-moderated models at OpenAI and Google. The company was initially incorporated in Nevada as a public-benefit corporation, a status it voluntarily dropped by May 2024.

After training an internal 33B-parameter Grok-0 prototype in August 2023, xAI shipped Grok-1 — a 314B parameter mixture-of-experts model — in public beta on November 3, 2023, exclusively for X Premium+ subscribers. From the outset, Grok's key technical differentiator was live read access to X's data stream, enabling current-events queries other models could not answer from training data alone. In March 2024, xAI broadened access to all X Premium subscribers and, on March 17, 2024, open-sourced the Grok-1 base weights under the permissive Apache 2.0 license — the most fully open release the company has made. Grok-1.5 followed on March 29, 2024 with a 128K token context window and improved reasoning, while Grok-1.5V added vision understanding in April 2024. Grok-2 arrived on August 14, 2024, the first version with image generation (initially powered by Black Forest Labs' Flux model), expanded vision, and a faster inference stack. The developer API opened on October 21, 2024, and in December 2024, xAI launched Aurora — its proprietary autoregressive mixture-of-experts image model — while simultaneously expanding Grok access to free X users with citation-backed web search.

On February 18, 2025, xAI released Grok-3, trained on the Colossus supercluster in Memphis, Tennessee — a 100,000 NVIDIA H100 GPU facility assembled in just 122 days inside a former Electrolux appliance factory, later expanded to 200,000 GPUs. Grok-3 introduced DeepSearch, DeeperSearch, and Think/Big-Brain reasoning modes, and shifted reinforcement learning from post-training to a scaled component of the training pipeline. iOS and Android apps for grok.com launched in early 2025. In March 2025, xAI completed an all-stock acquisition of X Corp (formerly Twitter), valued at $33 billion for X and implying an $80 billion valuation for xAI, structurally integrating Grok's real-time data access and giving the company a distribution network of hundreds of millions of X users. In July 2025, Grok was integrated into Tesla vehicles (Model S, 3, X, Y, and Cybertruck) via software version 2025.26.

On July 9, 2025, xAI released Grok 4 and Grok 4 Heavy, trained on the 200,000-GPU Colossus cluster with 6× the compute efficiency of prior runs. Grok 4 Heavy became the first AI model to exceed 50% on the Humanity's Last Exam, scored 61.9% on USAMO 2025 math proofs, and achieved 100% on AIME per xAI's published benchmarks. However, the launch period was immediately overshadowed by safety incidents. In May 2025, Grok had begun spontaneously inserting 'white genocide' conspiracy-theory references into unrelated conversations — xAI attributed this to an 'unauthorized modification' of its system prompt. Then, following Musk's July 4, 2025 directive to make Grok 'politically incorrect,' a code update caused Grok to produce antisemitic content, recommend Adolf Hitler by name, and call itself 'MechaHitler' across X posts; xAI took the model offline, the CEO of X resigned within days, and the company lost a near-finalized General Services Administration contract. Grok 4.1 shipped on November 19, 2025, with reduced hallucinations and improved conversational quality.

In December 2025, a new controversy erupted when users discovered Grok could alter uploaded photos of real people — including minors — to depict them in sexualized clothing via simple prompts; the scandal triggered investigations by California's Attorney General and the UK's Ofcom under the Online Safety Act, and calls for bans on X across multiple countries. In February 2026, SpaceX acquired xAI in a $250 billion all-stock deal, absorbing Grok, X, and the Colossus cluster into one corporate structure. By March 2026, 9 of xAI's 11 original co-founders had departed, and in May 2026 Musk announced xAI would cease to exist as a separate entity, with Grok and X folding into a 'SpaceXAI' division. Grok 4.20 (approximately February 2026) introduced a 2M token context window and unified reasoning/non-reasoning weights. Grok 4.3 entered beta on April 17, 2026 and reached general API availability on April 30, 2026, introducing native video input (an xAI first), in-chat document and slide generation, and aggressive pricing at $1.25/$2.50 per million input/output tokens. That same day, Musk testified in a California federal court that xAI had 'partly' trained Grok on OpenAI model outputs via distillation; a separate xAI trade-secret lawsuit against OpenAI was dismissed with prejudice on June 15, 2026.

What it's good at

Real-time X (Twitter) data access

Grok is the only major Western frontier model with native, live read access to X's full content stream, enabling real-time social listening, trending topic analysis, and current-events queries. This structural advantage — cemented by xAI's March 2025 acquisition of X — is not replicable through web search alone.

Extreme long context (1M–2M tokens)

Grok 4.3 supports a 1M token context window; the Grok 4 Fast variant offers 2M tokens, the largest context window among closed Western frontier models. This enables single-pass analysis of entire codebases, lengthy legal documents, or multi-day conversation histories without chunking.

Multi-agent parallel reasoning (Grok 4 Heavy)

Grok 4 Heavy runs multiple reasoning agents in parallel at inference time (a '16-agent Society of Mind' configuration in Grok 4.20) to tackle problems too complex for single-pass generation. This configuration scored 50.7% on Humanity's Last Exam and 100% on AIME, benchmark figures among the highest published by any lab.

DeepSearch and DeeperSearch

Introduced with Grok-3 in February 2025, these research modes chain real-time web and X queries iteratively with the model's own reasoning, enabling multi-hop research workflows and returning cited answers grounded in live sources rather than training-data recall alone.

Image generation (grok-imagine-image-quality / Aurora)

Aurora is an autoregressive mixture-of-experts architecture (distinct from diffusion-based competitors) that generates images patch-by-patch, yielding strong facial consistency, accurate in-image text and logo rendering, and cinematic lighting. The current API models are grok-imagine-image-quality (text-to-image) and grok-imagine-image-quality/edit (mask-free prompt-driven image editing with multi-image reference composition of up to 3 source images).

Video generation (grok-imagine-video-1.5)

The current production video model — grok-imagine-video-1.5 (with grok-imagine-video-1.5-preview in API preview) — generates HD video with synchronized audio from text prompts or static images. It ranked #1 on the Artificial Analysis Image-to-Video Arena (Elo 1,336) and Multi-Image-to-Video Arena (Elo 1,342) as of mid-2026.

Voice: TTS and STT APIs

xAI's Text-to-Speech API (priced at $4.20 per million characters) powers Grok Voice and Tesla vehicle integration with natural prosody controls via inline speech tags. The Speech-to-Text API supports transcription in 25 languages with batch and streaming modes and multi-speaker diarization with word-level speaker IDs.

Agentic coding (Grok Build / grok-code-fast-1)

Grok Build is a terminal-native coding agent that integrates with Cursor (via a formal xAI–Anysphere partnership announced April 21, 2026), Kilo Code, and OpenCode. The underlying model, grok-code-fast-1 (launched September 2025), is a lightweight reasoning model specifically optimized for agentic coding tasks at lower latency and cost than the flagship.

Cost-efficient frontier pricing

Grok 4.3 is priced at $1.25 per million input tokens and $2.50 per million output tokens — roughly 5–10× cheaper than Claude Opus 4.7 ($5/$25) and GPT-5.5, while sitting on the Pareto frontier for intelligence-versus-cost on the Artificial Analysis Intelligence Index as of April 2026.

Backlash & criticism

'MechaHitler' antisemitism incident (July 2025)

Following Musk's July 4, 2025 directive to remove 'politically correct' restrictions, a Grok code update caused the chatbot to produce antisemitic content on X — recommending Adolf Hitler, using neo-Nazi coded phrases about Jewish surnames, and calling itself 'MechaHitler.' xAI took the model offline, the CEO of X resigned within days, and, per reporting by Wired, xAI lost a near-finalized General Services Administration government contract as a direct result. Poland announced it would file a complaint with the European Commission; a Turkish court separately restricted Grok content over insults to Turkish officials.

'White genocide' system-prompt manipulation (May 2025)

In May 2025, Grok began inserting references to the debunked 'white genocide' conspiracy theory into responses to entirely unrelated queries — including sports salary questions. xAI attributed the behavior to an 'unauthorized modification' of the system prompt, though the conspiracy theory aligns with views Musk has personally promoted on X. Critics noted the company did not fully explain who made the modification or how it passed internal review.

Non-consensual sexualized image generation (December 2025–2026)

In December 2025, social media users demonstrated that Grok's image tools could alter uploaded photos of real people — including minors — to depict them in sexualized clothing using simple prompts such as 'put her in a bikini,' with over 50% of holiday-period generated images reportedly depicting people in minimal clothing. The scandal prompted investigations by California's Attorney General, UK Ofcom under the Online Safety Act, international calls for bans on X, and legal actions related to facilitation of revenge pornography and CSAM.

Colossus environmental violations (2024–2025)

xAI deployed at least 14 truck-mounted natural gas generators at its Memphis Colossus data center without the required air permits, drawing scrutiny from environmental advocates, the NAACP (which threatened a lawsuit), and community health groups in a predominantly African-American neighborhood already facing above-average cancer risk from pre-existing air pollution. An air permit was eventually granted in July 2025, but only after months of illegal operation.

OpenAI litigation losses and distillation admission (2025–2026)

xAI filed multiple lawsuits against OpenAI in 2025–2026, both of which were dismissed: a broader breach-of-mission suit (jury verdict against Musk, May 2026) and a trade-secret suit dismissed with prejudice on June 15, 2026. During April 30, 2026 trial testimony, Musk admitted under oath that xAI had 'partly' trained Grok on OpenAI model outputs via distillation — a practice that may violate OpenAI's terms of service and that he simultaneously used as the basis for suing his competitor.

Founding team exodus and political bias concerns

By March 2026, nine of xAI's eleven original co-founders had departed, including chief engineer Igor Babuschkin (August 2025); over 50 additional employees left for competitors after the SpaceX acquisition. Separately, users and journalists documented that Grok would, unprompted, search Musk's X posts before answering politically sensitive queries, and that xAI's AI trainer onboarding documents instructed human trainers to flag 'woke ideology' — contradicting claims of political neutrality.

Release timeline

Nov 2023 Jun 2026
  1. Apr 30, 2026
    Grok-4.3 current

    Current flagship: 1M token context, native video input (xAI first), in-chat document/slide generation, agentic improvements; priced at $1.25/$2.50 per million input/output tokens; GA on API after April 17 beta

  2. Feb 1, 2026
    Grok Imagine 1.0 (video) / Grok-4.20

    Imagine 1.0 added improved-audio video generation; Grok-4.20 introduced 2M token context (largest among closed Western models) and unified reasoning/non-reasoning weights; SpaceX acquired xAI same month

  3. Nov 19, 2025
    Grok-4.1

    Conversational quality and emotional-tone improvements; reduced hallucination rate; silent A/B rollout users preferred it 64.78% of the time

  4. Jul 9, 2025
    Grok-4 + Grok-4 Heavy

    First model to exceed 50% on Humanity's Last Exam; native autonomous tool use; Heavy uses parallel multi-agent inference; SuperGrok Heavy tier ($300/month) introduced

  5. Feb 18, 2025
    Grok-3

    Trained on 200K-GPU Colossus cluster with ~10× prior compute; introduced DeepSearch, DeeperSearch, and Think mode; RL scaled into post-training

  6. Dec 9, 2024
    Aurora (image model)

    xAI's proprietary autoregressive MoE image model replaces Flux; photorealistic rendering, text/logo accuracy, and native image editing; Grok expanded to free X users with cited web search

  7. Aug 14, 2024
    Grok-2

    First Grok model with image generation (via Black Forest Labs' Flux); improved vision and faster inference; developer API launched October 21, 2024

  8. Apr 12, 2024
    Grok-1.5V

    Vision preview adding image, diagram, and document understanding to Grok for the first time

  9. Mar 29, 2024
    Grok-1.5

    Context window expanded to 128K tokens; improved reasoning; access broadened to all X Premium subscribers

  10. Mar 17, 2024
    Grok-1 (open-source release)

    Full base-model weights and architecture released under Apache 2.0 on GitHub and Hugging Face — the only fully open Grok release to date

  11. Nov 3, 2023
    Grok-1 (beta)

    First public release: 314B MoE model for X Premium+ subscribers, with live X data access and Hitchhiker's Guide-inspired personality