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  <title>Model Matchbook: what changed</title>
  <id>https://modelmatchbook.com/whats-new</id>
  <link rel="self" href="https://modelmatchbook.com/whats-new/feed.xml"/>
  <link rel="alternate" href="https://modelmatchbook.com/whats-new"/>
  <updated>2026-10-16T10:00:31.275Z</updated>
  <author><name>Model Matchbook</name></author>
  <entry>
    <id>https://modelmatchbook.com/best/decisions-open#v18</id>
    <title>Best Open-Weight Decision Model for Self-Hosting revised: #1 is Winnow-12B Q8</title>
    <link href="https://modelmatchbook.com/best/decisions-open"/>
    <updated>2026-10-16T10:00:31.275Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/vision-charts#v97</id>
    <title>Best LLM for Charts &amp; Diagrams revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/vision-charts"/>
    <updated>2026-10-16T09:59:42.942Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/vision-images#v102</id>
    <title>Best LLM for Image Understanding revised: #1 is GPT-6.1 Sol</title>
    <link href="https://modelmatchbook.com/best/vision-images"/>
    <updated>2026-10-16T09:59:34.754Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/budget-value#v108</id>
    <title>Best Value LLM revised: #1 is DeepSeek V4.1 Flash</title>
    <link href="https://modelmatchbook.com/best/budget-value"/>
    <updated>2026-10-16T09:59:11.537Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/vision-ocr#v100</id>
    <title>Best LLM for OCR &amp; Documents revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/vision-ocr"/>
    <updated>2026-10-16T09:58:42.278Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/budget-open#v108</id>
    <title>Best Open-Weight LLM for Self-Hosting revised: #1 is DeepSeek V4.1 Flash</title>
    <link href="https://modelmatchbook.com/best/budget-open"/>
    <updated>2026-10-16T09:57:15.211Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/reasoning-general#v103</id>
    <title>Best LLM for Logic &amp; Problem Solving revised: #1 is Gemini 4 Argon</title>
    <link href="https://modelmatchbook.com/best/reasoning-general"/>
    <updated>2026-10-16T09:56:16.023Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/math-competition#v103</id>
    <title>Best LLM for Competition Math revised: #1 is Claude Fable 5.1</title>
    <link href="https://modelmatchbook.com/best/math-competition"/>
    <updated>2026-10-16T09:56:02.118Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/extraction-documents#v101</id>
    <title>Best LLM for Document Parsing revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/extraction-documents"/>
    <updated>2026-10-16T09:55:41.340Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/budget-cheapest#v102</id>
    <title>Cheapest Capable LLM revised: #1 is DeepSeek V4.1 Flash</title>
    <link href="https://modelmatchbook.com/best/budget-cheapest"/>
    <updated>2026-10-16T09:55:27.894Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/extraction-scale#v99</id>
    <title>Best LLM for High-Volume Extraction revised: #1 is DeepSeek V4 Flash 0731</title>
    <link href="https://modelmatchbook.com/best/extraction-scale"/>
    <updated>2026-10-16T09:53:32.691Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/extraction-schema#v105</id>
    <title>Best LLM for JSON &amp; Schema Output revised: #1 is DeepSeek V4.1 Flash</title>
    <link href="https://modelmatchbook.com/best/extraction-schema"/>
    <updated>2026-10-16T09:53:13.239Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/summarization-documents#v100</id>
    <title>Best LLM for Document Summarization revised: #1 is Gemini 4 Argon</title>
    <link href="https://modelmatchbook.com/best/summarization-documents"/>
    <updated>2026-10-16T09:52:54.174Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/summarization-fast#v104</id>
    <title>Best LLM for Fast Summaries revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/summarization-fast"/>
    <updated>2026-10-16T09:52:52.522Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/translation-nuanced#v101</id>
    <title>Best LLM for Literary Translation revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/translation-nuanced"/>
    <updated>2026-10-16T09:51:24.969Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/translation-general#v102</id>
    <title>Best LLM for Everyday Translation revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/translation-general"/>
    <updated>2026-10-16T09:51:08.645Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/chat-character#v99</id>
    <title>Best LLM for Roleplay &amp; Character revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/chat-character"/>
    <updated>2026-10-16T09:50:20.506Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/agents-openhands#v94</id>
    <title>Best LLM for OpenHands revised: #1 is Claude Opus 5.5</title>
    <link href="https://modelmatchbook.com/best/agents-openhands"/>
    <updated>2026-10-16T09:49:55.570Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/agents-goose#v94</id>
    <title>Best LLM for Goose revised: #1 is Claude Opus 5.5</title>
    <link href="https://modelmatchbook.com/best/agents-goose"/>
    <updated>2026-10-16T09:48:21.874Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/chat-assistant#v106</id>
    <title>Best LLM for a General Assistant revised: #1 is Gemini 4 Argon</title>
    <link href="https://modelmatchbook.com/best/chat-assistant"/>
    <updated>2026-10-16T09:47:56.591Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/rag-grounded#v103</id>
    <title>Best LLM for Grounded RAG revised: #1 is Gemini 4 Argon</title>
    <link href="https://modelmatchbook.com/best/rag-grounded"/>
    <updated>2026-10-16T09:47:34.225Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/agents-hermes#v96</id>
    <title>Best LLM for Hermes Agent revised: #1 is Claude Opus 5.5</title>
    <link href="https://modelmatchbook.com/best/agents-hermes"/>
    <updated>2026-10-16T09:47:29.396Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/rag-huge-context#v101</id>
    <title>Best LLM for Massive Context revised: #1 is Claude Fable 5.1</title>
    <link href="https://modelmatchbook.com/best/rag-huge-context"/>
    <updated>2026-10-16T09:45:52.730Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/agents-openclaw#v95</id>
    <title>Best LLM for OpenClaw revised: #1 is Claude Opus 5.5</title>
    <link href="https://modelmatchbook.com/best/agents-openclaw"/>
    <updated>2026-10-16T09:45:15.906Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/agents-autonomous#v109</id>
    <title>Best LLM for Autonomous Agents revised: #1 is Claude Opus 5.5</title>
    <link href="https://modelmatchbook.com/best/agents-autonomous"/>
    <updated>2026-10-16T09:44:59.440Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/agents-tool-use#v107</id>
    <title>Best LLM for Tool &amp; Function Calling revised: #1 is Claude Fable 5.1</title>
    <link href="https://modelmatchbook.com/best/agents-tool-use"/>
    <updated>2026-10-16T09:44:11.660Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/agents-computer-use#v103</id>
    <title>Best LLM for Computer &amp; Browser Use revised: #1 is Claude Opus 5.5</title>
    <link href="https://modelmatchbook.com/best/agents-computer-use"/>
    <updated>2026-10-16T09:43:05.180Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/writing-marketing#v102</id>
    <title>Best LLM for Marketing Copy revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/writing-marketing"/>
    <updated>2026-10-16T09:42:33.966Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/writing-creative#v102</id>
    <title>Best LLM for Creative Writing revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/writing-creative"/>
    <updated>2026-10-16T09:41:53.930Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/writing-professional#v101</id>
    <title>Best LLM for Business Writing revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/writing-professional"/>
    <updated>2026-10-16T09:41:40.169Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/math-reasoning#v102</id>
    <title>Best LLM for Math &amp; Reasoning revised: #1 is Claude Fable 5.1</title>
    <link href="https://modelmatchbook.com/best/math-reasoning"/>
    <updated>2026-10-16T09:41:10.049Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/decisions#v17</id>
    <title>Best Decision Model for Agent Routing and Scoring revised: #1 is Sage 1.3.0 (Levanto Labs)</title>
    <link href="https://modelmatchbook.com/best/decisions"/>
    <updated>2026-10-16T09:39:31.221Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/vision-documents#v102</id>
    <title>Best LLM for Vision &amp; Documents revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/vision-documents"/>
    <updated>2026-10-16T09:39:20.324Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/budget-high-volume#v107</id>
    <title>Best Cheap LLM for High Volume revised: #1 is DeepSeek V4.1 Flash</title>
    <link href="https://modelmatchbook.com/best/budget-high-volume"/>
    <updated>2026-10-16T09:39:09.368Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/structured-extraction#v108</id>
    <title>Best LLM for Structured Data Extraction revised: #1 is DeepSeek V4.1 Flash</title>
    <link href="https://modelmatchbook.com/best/structured-extraction"/>
    <updated>2026-10-16T09:37:51.057Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/summarization#v102</id>
    <title>Best LLM for Summarization revised: #1 is Gemini 4 Argon</title>
    <link href="https://modelmatchbook.com/best/summarization"/>
    <updated>2026-10-16T09:37:41.029Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/rag-long-context#v105</id>
    <title>Best LLM for RAG &amp; Long Context revised: #1 is Gemini 4 Argon</title>
    <link href="https://modelmatchbook.com/best/rag-long-context"/>
    <updated>2026-10-16T09:36:58.665Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/translation#v104</id>
    <title>Best LLM for Translation revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/translation"/>
    <updated>2026-10-16T09:36:53.333Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/chat-roleplay#v103</id>
    <title>Best LLM for Chat &amp; Roleplay revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/chat-roleplay"/>
    <updated>2026-10-16T09:35:42.109Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/agents#v111</id>
    <title>Best LLM for AI Agents revised: #1 is Claude Opus 5.5</title>
    <link href="https://modelmatchbook.com/best/agents"/>
    <updated>2026-10-16T09:34:12.465Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/writing#v105</id>
    <title>Best LLM for Writing revised: #1 is Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/best/writing"/>
    <updated>2026-10-16T09:34:11.787Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/coding-review#v111</id>
    <title>Best LLM for Debugging &amp; Code Review revised: #1 is Claude Sonnet 5.5</title>
    <link href="https://modelmatchbook.com/best/coding-review"/>
    <updated>2026-10-16T09:33:39.429Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/coding-local#v113</id>
    <title>Best Local LLM for Coding revised: #1 is DeepSeek V4.1 Flash</title>
    <link href="https://modelmatchbook.com/best/coding-local"/>
    <updated>2026-10-16T09:33:37.628Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/coding-agentic#v113</id>
    <title>Best LLM for Agentic Coding revised: #1 is Claude Opus 5.5</title>
    <link href="https://modelmatchbook.com/best/coding-agentic"/>
    <updated>2026-10-16T09:31:19.643Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/coding-frontend#v109</id>
    <title>Best LLM for Frontend &amp; UI revised: #1 is Claude Opus 5.5</title>
    <link href="https://modelmatchbook.com/best/coding-frontend"/>
    <updated>2026-10-16T09:31:17.927Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/coding#v118</id>
    <title>Best LLM for Coding revised: #1 is Claude Opus 5.5</title>
    <link href="https://modelmatchbook.com/best/coding"/>
    <updated>2026-10-16T09:31:10.825Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/best/coding-completion#v110</id>
    <title>Best LLM for Code Completion revised: #1 is Claude Sonnet 5.5</title>
    <link href="https://modelmatchbook.com/best/coding-completion"/>
    <updated>2026-10-16T09:30:00.003Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#added-moondream/moondream3-preview-20261013-2026-10-16T09:11:12.063157+00:00</id>
    <title>New model: Moondream: Moondream 3 Preview</title>
    <link href="https://modelmatchbook.com/models/moondream/moondream3-preview-20261013"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-mistralai/mistral-small-3.2-24b-instruct-2506-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: Mistral: Mistral Small 3.2 24B</title>
    <link href="https://modelmatchbook.com/models/mistralai/mistral-small-3.2-24b-instruct-2506"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-deepseek/deepseek-chat-v3-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: DeepSeek: DeepSeek V3</title>
    <link href="https://modelmatchbook.com/models/deepseek/deepseek-chat-v3"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#capability_changed-z-ai/glm-5.3-flash-20260826-2026-10-16T09:11:12.063157+00:00</id>
    <title>Capability change: Z.ai: GLM 5.3 Flash</title>
    <link href="https://modelmatchbook.com/models/z-ai/glm-5.3-flash-20260826"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#added-meta/muse-spark-open-20261015-2026-10-16T09:11:12.063157+00:00</id>
    <title>New model: Meta: Muse Spark Open</title>
    <link href="https://modelmatchbook.com/models/meta/muse-spark-open-20261015"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-z-ai/glm-5.3-flash-20260826-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: Z.ai: GLM 5.3 Flash</title>
    <link href="https://modelmatchbook.com/models/z-ai/glm-5.3-flash-20260826"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-meta-llama/llama-3.3-70b-instruct-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: Meta: Llama 3.3 70B Instruct</title>
    <link href="https://modelmatchbook.com/models/meta-llama/llama-3.3-70b-instruct"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#capability_changed-qwen/qwen3-next-80b-a3b-instruct-2509-2026-10-16T09:11:12.063157+00:00</id>
    <title>Capability change: Qwen: Qwen3 Next 80B A3B Instruct</title>
    <link href="https://modelmatchbook.com/models/qwen/qwen3-next-80b-a3b-instruct-2509"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#capability_changed-deepseek/deepseek-chat-v3-2026-10-16T09:11:12.063157+00:00</id>
    <title>Capability change: DeepSeek: DeepSeek V3</title>
    <link href="https://modelmatchbook.com/models/deepseek/deepseek-chat-v3"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-z-ai/glm-5.3-20260816-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: Z.ai: GLM 5.3</title>
    <link href="https://modelmatchbook.com/models/z-ai/glm-5.3-20260816"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-deepseek/deepseek-v4-flash-20260731-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: DeepSeek: DeepSeek V4 Flash 0731</title>
    <link href="https://modelmatchbook.com/models/deepseek/deepseek-v4-flash-20260731"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-google/gemini-3.8-flash-20260902-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: Google: Gemini 3.8 Flash</title>
    <link href="https://modelmatchbook.com/models/google/gemini-3.8-flash-20260902"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#added-nvidia/nemotron-3.5-super-vl-20261015-2026-10-16T09:11:12.063157+00:00</id>
    <title>New model: NVIDIA: Nemotron 3.5 Super VL</title>
    <link href="https://modelmatchbook.com/models/nvidia/nemotron-3.5-super-vl-20261015"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-stepfun/step-5-preview-20261008-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: StepFun: Step 5 Preview</title>
    <link href="https://modelmatchbook.com/models/stepfun/step-5-preview-20261008"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-moonshotai/kimi-k3-20260715-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: MoonshotAI: Kimi K3</title>
    <link href="https://modelmatchbook.com/models/moonshotai/kimi-k3-20260715"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#capability_changed-meta-llama/llama-3.3-70b-instruct-2026-10-16T09:11:12.063157+00:00</id>
    <title>Capability change: Meta: Llama 3.3 70B Instruct</title>
    <link href="https://modelmatchbook.com/models/meta-llama/llama-3.3-70b-instruct"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-z-ai/glm-5.2-20260616-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: Z.ai: GLM 5.2</title>
    <link href="https://modelmatchbook.com/models/z-ai/glm-5.2-20260616"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
  </entry>
  <entry>
    <id>https://modelmatchbook.com/whats-new#price_changed-qwen/qwen3-next-80b-a3b-instruct-2509-2026-10-16T09:11:12.063157+00:00</id>
    <title>Price change: Qwen: Qwen3 Next 80B A3B Instruct</title>
    <link href="https://modelmatchbook.com/models/qwen/qwen3-next-80b-a3b-instruct-2509"/>
    <updated>2026-10-16T09:11:12.063Z</updated>
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