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    <title>PromptZone - Leading AI Community for Prompt Engineering and AI Enthusiasts: Aleksandr Herrera</title>
    <description>The latest articles on PromptZone - Leading AI Community for Prompt Engineering and AI Enthusiasts by Aleksandr Herrera (@elena_rodriguez_568c22c3).</description>
    <link>https://www.promptzone.com/elena_rodriguez_568c22c3</link>
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      <title>PromptZone - Leading AI Community for Prompt Engineering and AI Enthusiasts: Aleksandr Herrera</title>
      <link>https://www.promptzone.com/elena_rodriguez_568c22c3</link>
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    <item>
      <title>Claude Sonnet 5 Is Here: The Cheap Agentic Model That's Available While GPT-5.6 Waits</title>
      <dc:creator>Aleksandr Herrera</dc:creator>
      <pubDate>Wed, 01 Jul 2026 09:11:07 +0000</pubDate>
      <link>https://www.promptzone.com/elena_rodriguez_568c22c3/claude-sonnet-5-is-here-the-cheap-agentic-model-thats-available-while-gpt-56-waits-4d08</link>
      <guid>https://www.promptzone.com/elena_rodriguez_568c22c3/claude-sonnet-5-is-here-the-cheap-agentic-model-thats-available-while-gpt-56-waits-4d08</guid>
      <description>&lt;p&gt;&lt;strong&gt;Short answer (July 2026):&lt;/strong&gt; Claude Sonnet 5 is Anthropic's new mid-tier model, positioned as a &lt;strong&gt;cheaper way to run agents&lt;/strong&gt; — near-Opus quality on coding and agentic tasks at Sonnet prices. It leads GPT-5.5 on SWE-bench Pro (63.2% vs 58.6%), costs half as much on output ($15 vs $30 per million tokens, with a $2/$10 intro rate through August 31, 2026), and — crucially — you can actually use it today, while GPT-5.6 is still locked in a limited preview.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Best for:&lt;/strong&gt; cost-efficient coding agents and high-volume agentic work&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Headline win:&lt;/strong&gt; SWE-bench Pro 63.2% (ahead of GPT-5.5)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Price:&lt;/strong&gt; $3/$15 per M tokens ($2/$10 intro through Aug 31, 2026)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Availability edge:&lt;/strong&gt; generally available now, unlike GPT-5.6&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  At a glance
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Attribute&lt;/th&gt;
&lt;th&gt;Claude Sonnet 5&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Context window&lt;/td&gt;
&lt;td&gt;1M tokens&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Max output&lt;/td&gt;
&lt;td&gt;128K tokens&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Pricing&lt;/td&gt;
&lt;td&gt;$3 input / $15 output per M ($2/$10 intro through 2026-08-31)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;SWE-bench Pro&lt;/td&gt;
&lt;td&gt;63.2%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Thinking&lt;/td&gt;
&lt;td&gt;Adaptive, on by default&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Effort levels&lt;/td&gt;
&lt;td&gt;low / medium / high / xhigh / max&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Vision&lt;/td&gt;
&lt;td&gt;High-resolution (up to 2576px long edge)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  Why "cheaper way to run agents" is the whole story
&lt;/h2&gt;

&lt;p&gt;Agents are token-hungry: they loop, call tools, read results, and think between steps. At scale, the model's output price dominates your bill. Sonnet 5 is priced at exactly &lt;strong&gt;half&lt;/strong&gt; GPT-5.5's $30-per-million output rate, and the introductory $2/$10 rate (through August 31, 2026) makes it cheaper still.&lt;/p&gt;

&lt;p&gt;Pair that with availability. &lt;a href="https://promptzone.com/emily_patel_607c6e4a/gpt-56-is-imminent-sol-terra-luna-and-why-you-cant-fully-use-it-yet-1dpf" rel="noopener noreferrer"&gt;GPT-5.6 launched in late June 2026 but only as a restricted preview&lt;/a&gt; — most developers can't build on it yet. Sonnet 5 is generally available right now. Being the capable model people can &lt;em&gt;actually&lt;/em&gt; deploy, at a low price, is a real competitive advantage that benchmarks alone don't capture.&lt;/p&gt;

&lt;h2&gt;
  
  
  The coding benchmarks
&lt;/h2&gt;

&lt;p&gt;Leadership is benchmark-dependent — this isn't a clean sweep:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Benchmark&lt;/th&gt;
&lt;th&gt;Claude Sonnet 5&lt;/th&gt;
&lt;th&gt;GPT-5.5&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;SWE-bench Pro (agentic coding)&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;63.2%&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;58.6%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Terminal-Bench 2.1&lt;/td&gt;
&lt;td&gt;80.4%&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;83.4%&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;Sonnet 5 wins on SWE-bench Pro; GPT-5.5 edges it on Terminal-Bench 2.1. For reference, Anthropic's flagship Opus 4.8 scores around 69.2% on agentic coding — so Sonnet 5 closes much of the gap to the top tier at a fraction of the cost. Developers are treating this as a &lt;strong&gt;cost-efficiency vs specialized-performance&lt;/strong&gt; trade-off, not a knockout.&lt;/p&gt;

&lt;h2&gt;
  
  
  What's new under the hood
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Adaptive thinking on by default.&lt;/strong&gt; Omit the thinking parameter and Sonnet 5 runs adaptive thinking (Sonnet 4.6 ran thinking-off by default) — better answers, but budget &lt;code&gt;max_tokens&lt;/code&gt; for the added thinking spend.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;New tokenizer (~30% more tokens).&lt;/strong&gt; The same text tokenizes to roughly 30% more tokens than on Sonnet 4.6. Per-token pricing is unchanged, but re-baseline cost and &lt;code&gt;max_tokens&lt;/code&gt; — a limit tuned for 4.6 can now truncate.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;code&gt;xhigh&lt;/code&gt; effort.&lt;/strong&gt; The first Sonnet-tier model with the &lt;code&gt;xhigh&lt;/code&gt; effort level — the recommended setting for the hardest coding and agentic tasks.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;High-resolution vision.&lt;/strong&gt; Up to 2576px on the long edge, useful for screenshots, diagrams, and document understanding.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Which should you choose?
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;High-volume or cost-sensitive agents →&lt;/strong&gt; Sonnet 5 (and lean on the $2/$10 intro pricing).&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Absolute top coding capability, cost no object →&lt;/strong&gt; Claude Opus 4.8 (or &lt;a href="https://promptzone.com/raj_patel_4d1b1c25/the-return-of-claude-fable-5-why-anthropics-most-powerful-model-went-dark-and-came-back-4hm7" rel="noopener noreferrer"&gt;Claude Fable 5, back online after its export-control suspension&lt;/a&gt;).&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;You need Terminal-Bench-style task performance →&lt;/strong&gt; evaluate GPT-5.5 on your workload.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;You need something usable today →&lt;/strong&gt; Sonnet 5, while GPT-5.6 is still gated.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Frequently asked questions
&lt;/h2&gt;

&lt;h3&gt;
  
  
  How much does Claude Sonnet 5 cost?
&lt;/h3&gt;

&lt;p&gt;$3 input / $15 output per million tokens, with an introductory rate of $2/$10 per million through August 31, 2026 — half GPT-5.5's output price.&lt;/p&gt;

&lt;h3&gt;
  
  
  Is Claude Sonnet 5 better than GPT-5.5 for coding?
&lt;/h3&gt;

&lt;p&gt;On SWE-bench Pro, yes (63.2% vs 58.6%). GPT-5.5 edges it on Terminal-Bench 2.1 (83.4% vs 80.4%). The better choice depends on which axis your work weights — and Sonnet 5 is cheaper on both counts.&lt;/p&gt;

&lt;h3&gt;
  
  
  Does Claude Sonnet 5 support a 1M-token context window?
&lt;/h3&gt;

&lt;p&gt;Yes — 1M tokens of context and up to 128K tokens of output.&lt;/p&gt;

&lt;h3&gt;
  
  
  Should I switch from Sonnet 4.6 to Sonnet 5?
&lt;/h3&gt;

&lt;p&gt;For coding and agentic work, likely yes — but note the new tokenizer produces ~30% more tokens for the same text, so re-baseline your &lt;code&gt;max_tokens&lt;/code&gt; and cost estimates, and expect adaptive thinking on by default.&lt;/p&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;Sonnet 5's pitch is simple and sharp: near-flagship agentic coding, at half the output price, available right now. While the frontier fights over benchmark decimals behind preview gates, Anthropic shipped the model most teams can afford to actually run in production. Are you moving your agents to Sonnet 5? Tell us why (or why not) below.&lt;/p&gt;

&lt;h2&gt;
  
  
  Sources
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://techcrunch.com/2026/06/30/anthropic-launches-claude-sonnet-5-as-a-cheaper-way-to-run-agents/" rel="noopener noreferrer"&gt;TechCrunch — Anthropic launches Claude Sonnet 5 as a cheaper way to run agents&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://www.datacamp.com/blog/claude-sonnet-5-vs-gpt-5-6" rel="noopener noreferrer"&gt;DataCamp — Claude Sonnet 5 vs GPT-5.6&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://codersera.com/blog/claude-sonnet-5-launch-guide-2026/amp/" rel="noopener noreferrer"&gt;Codersera — Claude Sonnet 5 Launch Guide&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

</description>
      <category>ai</category>
      <category>claude</category>
      <category>coding</category>
      <category>llm</category>
    </item>
    <item>
      <title>Bulk Delete Claude Chats via Open Source Script</title>
      <dc:creator>Aleksandr Herrera</dc:creator>
      <pubDate>Sat, 13 Jun 2026 00:25:28 +0000</pubDate>
      <link>https://www.promptzone.com/elena_rodriguez_568c22c3/bulk-delete-claude-chats-via-open-source-script-4fp5</link>
      <guid>https://www.promptzone.com/elena_rodriguez_568c22c3/bulk-delete-claude-chats-via-open-source-script-4fp5</guid>
      <description>&lt;p&gt;A new GitHub repository lets users delete many Claude conversations from the web interface without clicking through each one individually. The project surfaced on Hacker News where it earned 51 points and 18 comments.&lt;/p&gt;

&lt;p&gt;The script targets the claude.ai web UI directly. It automates selection and deletion of chat entries that would otherwise require repeated manual confirmation.&lt;/p&gt;

&lt;h2&gt;
  
  
  What the Script Does
&lt;/h2&gt;

&lt;p&gt;Users run the script in a browser context to select and remove chats in batches. It interacts with the existing DOM elements on the conversations list page rather than relying on any official API endpoint.&lt;/p&gt;

&lt;p&gt;No account credentials are stored. The tool operates only while the user remains logged into claude.ai in the same browser session.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://promptzone-community.s3.amazonaws.com/uploads/articles/zzudm8njxfo04v02xj2o.png" class="article-body-image-wrapper"&gt;&lt;img src="https://promptzone-community.s3.amazonaws.com/uploads/articles/zzudm8njxfo04v02xj2o.png" alt="Bulk Delete Claude Chats via Open Source Script" width="1962" height="1244"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  How to Try It
&lt;/h2&gt;

&lt;p&gt;Clone the repository from &lt;a href="https://github.com/MatteoLeonesi/bulk-delete-claude-chat" rel="noopener noreferrer"&gt;https://github.com/MatteoLeonesi/bulk-delete-claude-chat&lt;/a&gt;. Follow the README instructions to load the script as a bookmarklet or console snippet.&lt;/p&gt;

&lt;p&gt;Open the Claude conversations page, run the script, and specify the number of chats to remove. The process stops automatically once the selected batch completes.&lt;/p&gt;

&lt;h2&gt;
  
  
  Pros and Cons
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Removes dozens of chats in seconds instead of minutes of repetitive clicks.&lt;/li&gt;
&lt;li&gt;Requires no API keys or additional accounts.&lt;/li&gt;
&lt;li&gt;Works only on the current web session and stops if the page layout changes.&lt;/li&gt;
&lt;li&gt;Provides no undo function once deletion begins.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Early HN comments noted that the script succeeds on standard account views but may need updates after UI changes by Anthropic.&lt;/p&gt;

&lt;h2&gt;
  
  
  Alternatives and Comparisons
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Method&lt;/th&gt;
&lt;th&gt;Speed&lt;/th&gt;
&lt;th&gt;Risk Level&lt;/th&gt;
&lt;th&gt;Requirements&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Manual deletion&lt;/td&gt;
&lt;td&gt;1 chat per 5-8 seconds&lt;/td&gt;
&lt;td&gt;Low&lt;/td&gt;
&lt;td&gt;None&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;This GitHub script&lt;/td&gt;
&lt;td&gt;30-60 chats per minute&lt;/td&gt;
&lt;td&gt;Medium&lt;/td&gt;
&lt;td&gt;Browser console access&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Anthropic API (if available)&lt;/td&gt;
&lt;td&gt;Batch via code&lt;/td&gt;
&lt;td&gt;Low&lt;/td&gt;
&lt;td&gt;API key and rate limits&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;No native bulk-delete button exists in the claude.ai interface as of the latest public version. Browser extensions for session automation offer similar speed but introduce third-party permissions.&lt;/p&gt;

&lt;h2&gt;
  
  
  Who Should Use This
&lt;/h2&gt;

&lt;p&gt;Developers and power users who maintain hundreds of test conversations benefit most. Researchers running repeated prompt experiments also gain time savings.&lt;/p&gt;

&lt;p&gt;Casual users with fewer than twenty chats should continue manual deletion to avoid any script-related page interaction risks.&lt;/p&gt;

&lt;h2&gt;
  
  
  Bottom Line
&lt;/h2&gt;

&lt;p&gt;The script fills a clear gap in the Claude web UI by enabling batch removal that Anthropic has not yet provided.&lt;/p&gt;

&lt;p&gt;The repository remains actively referenced on Hacker News threads discussing Claude workflow friction. Future updates will likely track any changes to the conversations list DOM.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>llm</category>
      <category>tutorial</category>
      <category>discuss</category>
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