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Models2026-08-29 · source-backed
A 2.3B-parameter VLM with an 8,192-token context and ~4.6GB footprint, turning PDFs, PPTs and JPEGs into Markdown with tables as HTML and bounding boxes. It scores 79.2 on ParseBench, behind GPT-5.5 (84.4), Opus 4.8 (84.3) and Gemini 3.5 Flash (81.8), ahead of Azure Document Intelligence (69.3), Databricks AI Parse (72.4) and Mistral OCR 4 (74.5). The positioning is explicitly price-per-page. Ships through Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker. (VentureBeat)
Each link below shares sources, entities, or timing with this story.
Codex competes with Gemini / Shared entities / Same source domain / Earlier coverage / Tension
Linked by a graph relationship (Codex competes with Gemini); both cover Flash, GPT, Opus, VentureBeat; reported by the same outlet (venturebeat.com).
Claude Code benchmarked against GPT / Shared entities / Earlier coverage / Tension
Linked by a graph relationship (Claude Code benchmarked against GPT); both cover Flash, Gemini, GPT, HTML; earlier Flash coverage from 2026-07-23.
Gemini built by Google / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Gemini built by Google); both cover Gemini, GPT, VentureBeat; reported by the same outlet (venturebeat.com).
AI Agent Studio uses Cohere / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (AI Agent Studio uses Cohere); both cover Cohere, Flash, Gemini; overlapping topics (cohere, explicitly, flash).
Gemini competes with ChatGPT / Shared entities / Earlier coverage / Tension
Linked by a graph relationship (Gemini competes with ChatGPT); both cover Flash, Gemini, GPT, Opus; earlier Flash coverage from 2026-03-17.
Gemini built by Google / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Gemini built by Google); both cover Flash, Gemini, GPT; overlapping topics (benchmark, flash).
Claude Code benchmarked against GPT / Shared entities / Earlier coverage / Tension
Linked by a graph relationship (Claude Code benchmarked against GPT); both cover Flash, GPT, Opus; earlier Flash coverage from 2026-08-27.
Gemini built by Google / Shared entities / Earlier coverage / Tension
Linked by a graph relationship (Gemini built by Google); both cover Flash, Gemini, Opus; earlier Flash coverage from 2026-08-08.