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    <title>Model Pulse</title>
    <link>https://www.vaanalytics.in</link>
    <description>Every AI model. Every provider. Every change. Changes to AI model prices, capabilities and availability, plus daily model news.</description>
    <lastBuildDate>Mon, 14 Sep 2026 02:47:01 GMT</lastBuildDate>
    <item>
      <title>repriced: DeepSeek V4.1 Flash via openrouter</title>
      <link>https://www.vaanalytics.in/m/deepseek/deepseek-v4.1-flash</link>
      <guid isPermaLink="false">1eb270cbe0c7</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.input: 0.15 → 0.3; cost.output: 0.6 → 1.2; cost.cache_read: 0.003 → 0.006</description>
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    <item>
      <title>repriced: DeepSeek V4 Pro 0813 (Alibaba) via edenai</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">35349711dff4</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.input: 1.122 → 0.5808; cost.output: 3.366 → 1.7424</description>
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    <item>
      <title>context_changed: GLM-5.2 via kilo</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">51b631a1b00e</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.context: 202752 → 1048576; limit.output: 182476 → 131072</description>
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    <item>
      <title>repriced: Kimi Latest via openrouter</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">5fa835341737</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.cache_read: null → 0.23</description>
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    <item>
      <title>repriced: Schematron V2 Small via openrouter</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">65d5d84e0363</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.cache_read: null → 0.05</description>
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    <item>
      <title>repriced: MoonshotAI: Kimi Latest via kilo</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">7bc49ea7f58f</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.cache_read: null → 0.23</description>
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    <item>
      <title>context_changed: Nemotron 3 Ultra 550B A55B via kilo</title>
      <link>https://www.vaanalytics.in/m/nvidia/nemotron-3-ultra-550b-a55b</link>
      <guid isPermaLink="false">928be812a7d0</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.context: 256000 → 202800; limit.output: 32768 → 182520</description>
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    <item>
      <title>repriced: GLM-5.3 via openrouter</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">932208afb6e2</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.output: 131072 → 943717; cost.input: 1.092 → 1.4; cost.output: 3.432 → 4.4; cost.cache_read: 0.2028 → 0.26</description>
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    <item>
      <title>context_changed: DeepSeek V4 Pro 0813 via kilo</title>
      <link>https://www.vaanalytics.in/m/deepseek/deepseek-v4-pro-0813</link>
      <guid isPermaLink="false">9a6f5bf38494</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.context: 1048576 → 1024000; limit.output: 393216 → 384000</description>
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    <item>
      <title>repriced: Schematron V2 Turbo via openrouter</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">9ca353232554</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.cache_read: null → 0.03</description>
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    <item>
      <title>repriced: DeepSeek V4 Flash 0731 (Alibaba) via edenai</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">9ec39cc50151</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.input: 0.352 → 0.176; cost.output: 1.056 → 0.528</description>
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    <item>
      <title>repriced: Qwen3 14B via openrouter</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">a66be6094429</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.output: 8192 → 16384; cost.input: 0.2275 → 0.12; cost.output: 0.91 → 0.24</description>
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    <item>
      <title>repriced: DeepSeek V4 Flash 0731 via openrouter</title>
      <link>https://www.vaanalytics.in/m/deepseek/deepseek-v4-flash-0731</link>
      <guid isPermaLink="false">a91dc4f5dc7a</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.input: 0.04 → 0.06; cost.output: 0.08 → 0.12; cost.cache_read: 0.008 → 0.012</description>
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    <item>
      <title>context_changed: Qwen: Qwen3 14B via kilo</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">ab4198e65feb</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.context: 131072 → 40960; limit.output: 8192 → 16384</description>
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    <item>
      <title>repriced: DeepSeek V4 Pro 0813 via openrouter</title>
      <link>https://www.vaanalytics.in/m/deepseek/deepseek-v4-pro-0813</link>
      <guid isPermaLink="false">ac1c0141e4d4</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.output: 393216 → 384000; cost.input: 0.57816 → 1.05468; cost.output: 1.73448 → 3.16404; cost.cache_read: 0.018396 → 0.035156</description>
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    <item>
      <title>repriced: Inference.net: Schematron V2 Small via kilo</title>
      <link>https://www.vaanalytics.in/changelog</link>
      <guid isPermaLink="false">af4da3899529</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.cache_read: null → 0.05</description>
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    <item>
      <title>repriced: Nemotron 3 Ultra 550B A55B via openrouter</title>
      <link>https://www.vaanalytics.in/m/nvidia/nemotron-3-ultra-550b-a55b</link>
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      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.output: 32768 → 182520; cost.input: 0.625 → 0.6; cost.output: 3.125 → 2.4; cost.cache_read: 0.1875 → 0.12</description>
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    <item>
      <title>repriced: Inference.net: Schematron V2 Turbo via kilo</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.cache_read: null → 0.03</description>
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    <item>
      <title>repriced: DeepSeek V4 Flash via openrouter</title>
      <link>https://www.vaanalytics.in/m/deepseek/deepseek-v4-flash</link>
      <guid isPermaLink="false">dc7a20bd872f</guid>
      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.input: 0.049 → 0.089866; cost.output: 0.098 → 0.179732; cost.cache_read: 0.0098 → 0.017973</description>
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    <item>
      <title>model_added: DeepSeek V4.1 Flash (Consensus Protocol) via llmgateway-providers</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>model_added: DeepSeek V4.1 Flash (Consensus Protocol) via llmgateway-providers</description>
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    <item>
      <title>repriced: GLM-5.2 via openrouter</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.output: 182476 → 131072; cost.input: 0.6 → 0.6832; cost.output: 2 → 2.1472; cost.cache_read: 0.15 → 0.12688</description>
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    <item>
      <title>context_changed: GLM-5.3 via kilo</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Mon, 14 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.context: 1048576 → 1048575; limit.output: 131072 → 943717</description>
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    <item>
      <title>Abacus.AI Smaug Models Cut Agent Costs 100x [2026]</title>
      <link>https://shattered.io/abacus-ai-smaug-open-weight-models-2026</link>
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      <pubDate>Sun, 13 Sep 2026 00:45:43 GMT</pubDate>
      <description>Smaug Mini is the smallest of the three, based on Qwen3.8 27B and aimed at compact multimodal tasks where a lighter model is cheaper to run at scale. Abacus.AI describes Smaug Mini as suited to smaller, high-volume jobs rather than the deep multi-step reasoning chains that Smaug Agentic is built for. Between the three, Abacus.AI is effectively offering a size ladder: pick Mini for cheap, high-volume multimodal tasks, Flash for always-on agents with long context, and Agentic for the hardest [...] According to Abacus.AI’s own materials on its open-source page, the underlying methodology combines human-curated, real-world agentic traces with synthetic data grounded in hard examples, then applies that single training recipe across three different open-weight bases: Smaug Flash on DeepSeek V4 Flash, Smaug Mini on Qwen3.8 27B, and Smaug Agentic on Kimi K3. That’s a notable design choice: rather than building one model and shrinking it, Abacus.AI runs the same fine-tuning process across three [...] | Model | Base model | Parameter scale | Primary use case |
 ---  --- |
| Smaug Agentic | Kimi K3 | 2 trillion | Complex coding, long-running agentic loops |
| Smaug Flash | DeepSeek V4 Flash | Not disclosed | Always-on enterprise agents, long context, heavy tool use |
| Smaug Mini | Qwen3.8 27B | 27 billion | Compact multimodal tasks, high-volume jobs |

## The Fine-Tuning Technique Behind the 15-20% Gain</description>
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    <item>
      <title>capability_changed: Nova 2 Lite (JP) via amazon-bedrock</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>last_updated: "2025-12-02" → "2025-12-01"</description>
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    <item>
      <title>capability_changed: Gemma 3 12B IT via openrouter</title>
      <link>https://www.vaanalytics.in/m/google/gemma-3-12b-it</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>name: "Gemma 3 12B" → "Gemma 3 12B IT"; knowledge: "2024-08-31" → "2024-08"; release_date: "2025-03-13" → "2025-03-12"; last_updated: "2025-03-13" → "2025-03-12"</description>
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      <title>repriced: DeepSeek V4.1 Flash (Deep Infra) via edenai</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.input: 0.3 → 0.2; cost.output: 1.2 → 0.6</description>
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      <title>model_added: Gemma 3 4B via merge-gateway</title>
      <link>https://www.vaanalytics.in/m/google/gemma-3-4b-it</link>
      <guid isPermaLink="false">0148d3a8a93d</guid>
      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>model_added: Gemma 3 4B via merge-gateway</description>
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      <title>repriced: GLM-4.7 via ofox</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.output: 2 → 2.2; cost.cache_read: 0.08 → 0.11</description>
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    <item>
      <title>repriced: DeepSeek V4 Flash 0423 via ofox</title>
      <link>https://www.vaanalytics.in/m/deepseek/deepseek-v4-flash-0423</link>
      <guid isPermaLink="false">01a5b0eae2f7</guid>
      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.input: 0.44 → 0.19; cost.output: 1.32 → 0.51; cost.cache_read: 0.014 → 0.028</description>
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    <item>
      <title>capability_changed: Qwen3-Coder 30B-A3B Instruct via amazon-bedrock</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>name: "Qwen3 Coder 30B A3B Instruct" → "Qwen3-Coder 30B-A3B Instruct"; description: "Qwen coding model for software agents, repository edits, and code reasoning" → "Smaller Qwen coder for efficient local agents and repo-level fixes"; open_weights: false → true; knowledge: "2024-04" → "2025-04"; release_date: "2025-09-18" → "2025-07-31"</description>
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      <title>model_added: Kimi K3 (Tencent Cloud) via llmgateway-providers</title>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>model_added: Kimi K3 (Tencent Cloud) via llmgateway-providers</description>
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      <title>model_added: Gemma 3 27B IT (Amazon Bedrock) via edenai</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>model_added: Gemma 3 27B IT (Amazon Bedrock) via edenai</description>
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      <title>capability_changed: Llama 3.1 8b Instruct via nano-gpt</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>tool_call: false → true</description>
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      <title>capability_changed: Llama-3.3-70B-Instruct via tinfoil</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>attachment: true → false</description>
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      <title>capability_changed: Mistral Large 3 via merge-gateway</title>
      <link>https://www.vaanalytics.in/m/mistral/mistral-large-2512</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>release_date: "2024-11-01" → "2025-12-02"</description>
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      <title>capability_changed: Ministral 14B 3.0 via amazon-bedrock</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>description: "Compact Mistral model for edge, latency-sensitive, and cost-efficient workloads" → "Open vision-language model for efficient local deployment, instruction following, and tool use"; attachment: false → true; open_weights: false → true; release_date: "2024-12-01" → "2025-12-02"; last_updated: "2024-12-01" → "2025-12-02"; modalities.input: "text" → "text,image"</description>
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      <title>model_added: GLM-5V-Turbo via llmgateway</title>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>model_added: GLM-5V-Turbo via llmgateway</description>
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      <title>context_changed: Llama 4 Scout 17B Instruct via amazon-bedrock</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>description: "Open multimodal Llama model for long-context analysis and efficient agents" → "Open Llama with long-context vision for efficient multimodal agents"; limit.context: 3500000 → 10000000; limit.output: 16384 → 8192</description>
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      <title>model_added: GLM-5.3 via agentrouter</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>model_added: GLM-5.3 via agentrouter</description>
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      <title>model_added: Voxtral Mini 3B 2507 (Amazon Bedrock, US) via edenai</title>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>model_added: Voxtral Mini 3B 2507 (Amazon Bedrock, US) via edenai</description>
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      <title>model_added: Gemma 3 4B IT via deepinfra</title>
      <link>https://www.vaanalytics.in/m/google/gemma-3-4b-it</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>model_added: Gemma 3 4B IT via deepinfra</description>
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      <title>repriced: GPT Pro Latest (GPT-5.5 Pro) via edenai</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>cost.cache_read: 3 → null; cost.tiers: [{"minContext":272000,"rates":{"input":60,"output":270,"cacheRead":6,"cacheWrite":null,"reasoning":null,"inputAudio":null,"outputAudio":null}}] → [{"minContext":272000,"rates":{"input":60,"output":270,"cacheRead":null,"cacheWrite":null,"reasoning":null,"inputAudio":null,"outputAudio":null}}]</description>
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      <title>model_added: inclusionAI: Ling 3.0 Flash VL via kilo</title>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>model_added: inclusionAI: Ling 3.0 Flash VL via kilo</description>
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      <title>repriced: Qwen3 VL 235B A22B Instruct via amazon-bedrock</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>name: "Qwen/Qwen3-VL-235B-A22B-Instruct" → "Qwen3 VL 235B A22B Instruct"; description: "Qwen vision-language model for visual reasoning, documents, and agent tasks" → "Qwen vision-language instruct model for visual reasoning, documents, and agent tasks"; open_weights: false → true; knowledge: null → "2025-03-31"; release_date: "2025-10-04" → "2025-09-23"; limit.context: 262000 → 262144; cost.input: 0.3 → 0.53; cost.output: 1.5 → 2.66</description>
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      <title>capability_changed: GPT OSS Safeguard 20B via amazon-bedrock</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>reasoning: false → true</description>
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      <title>context_changed: Qwen3.5 122B A10B via merge-gateway</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>attachment: false → true; modalities.input: "text" → "text,image"; limit.context: 131072 → 256000; limit.output: 32768 → 64000</description>
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      <title>model_added: DeepSeek V4 Flash (Tencent Cloud) via llmgateway-providers</title>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>model_added: DeepSeek V4 Flash (Tencent Cloud) via llmgateway-providers</description>
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      <title>capability_changed: gpt-oss-120b via amazon-bedrock</title>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>description: "Open-weight GPT model for self-hosted reasoning and instruction-following workloads" → "Open GPT reasoning model for self-hosted agents and controllable deployments"</description>
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      <title>context_changed: Llama 4 Scout 17B Instruct (US) via amazon-bedrock</title>
      <link>https://www.vaanalytics.in/changelog</link>
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      <pubDate>Sun, 13 Sep 2026 00:00:00 GMT</pubDate>
      <description>limit.context: 3500000 → 10000000; limit.output: 16384 → 8192</description>
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      <title>model_added: Hy-MT2 Plus via llmgateway</title>
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