DeepScaleR vs. Pixtral Large Comparison


DeepScaleR Agentica Project	Pixtral Large Mistral AI	+	+
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About DeepScaleR is a 1.5-billion-parameter language model fine-tuned from DeepSeek-R1-Distilled-Qwen-1.5B using distributed reinforcement learning and a novel iterative context-lengthening strategy that gradually increases its context window from 8K to 24K tokens during training. It was trained on ~40,000 carefully curated mathematical problems drawn from competition-level datasets like AIME (1984–2023), AMC (pre-2023), Omni-MATH, and STILL. DeepScaleR achieves 43.1% accuracy on AIME 2024, a roughly 14.3 percentage point boost over the base model, and surpasses the performance of the proprietary O1-Preview model despite its much smaller size. It also posts strong results on a suite of math benchmarks (e.g., MATH-500, AMC 2023, Minerva Math, OlympiadBench), demonstrating that small, efficient models tuned with RL can match or exceed larger baselines on reasoning tasks.	About Pixtral Large is a 124-billion-parameter open-weight multimodal model developed by Mistral AI, building upon their Mistral Large 2 architecture. It integrates a 123-billion-parameter multimodal decoder with a 1-billion-parameter vision encoder, enabling advanced understanding of documents, charts, and natural images while maintaining leading text comprehension capabilities. With a context window of 128,000 tokens, Pixtral Large can process at least 30 high-resolution images simultaneously. The model has demonstrated state-of-the-art performance on benchmarks such as MathVista, DocVQA, and VQAv2, surpassing models like GPT-4o and Gemini-1.5 Pro. Pixtral Large is available under the Mistral Research License for research and educational use, and under the Mistral Commercial License for commercial applications.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Researchers, students, and developers interested in an AI model capable of mathematical reasoning and logic tasks without requiring heavy hardware	Audience AI developers interested in a powerful multimodal model
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos No images available
Pricing Free Free Version Supported Free Trial Not Supported	Pricing Free Open source Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Agentica Project Founded: 2025 United States agentica-project.com	Company Information Mistral AI Founded: 2023 France mistral.ai/news/pixtral-large/
Alternatives DeepCoder Agentica Project	Alternatives Aya Vision Cohere
Phi-4-reasoning-plus Microsoft	NuExtract
Phi-4-mini-reasoning Microsoft	Mistral 7B Mistral AI
Phi-4-reasoning Microsoft	Mistral Large 3 Mistral AI
Athene-V2 Nexusflow View All	Mistral Small Mistral AI View All
Categories AI Models Supported Large Language Models Supported	Categories AI Models Supported AI Vision Models Supported Large Language Models Supported Multimodal Models Supported Open-Weight AI Models Supported

Integrations 302.AI Not Supported Airtrain Not Supported Fleak Not Supported GMTech Not Supported Graydient AI Not Supported HoneyHive Not Supported Humiris AI Not Supported Hyperbolic Not Supported LM-Kit.NET Not Supported Langflow Not Supported Literal AI Not Supported Melies Not Supported Mirascope Not Supported Motific.ai Not Supported Pipeshift Not Supported Tune AI Not Supported Unify AI Not Supported Weave Not Supported bolt.diy Not Supported thisorthis.ai Not Supported Show More Integrations	Integrations 302.AI Supported Airtrain Supported Fleak Supported GMTech Supported Graydient AI Supported HoneyHive Supported Humiris AI Supported Hyperbolic Supported LM-Kit.NET Supported Langflow Supported Literal AI Supported Melies Supported Mirascope Supported Motific.ai Supported Pipeshift Supported Tune AI Supported Unify AI Supported Weave Supported bolt.diy Supported thisorthis.ai Supported Show More Integrations View All 76 Integrations
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