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ant-pro-page-container-children-container" style="padding-inline:0;padding-block-end:0;padding-block-start:40px"><div class="sc-1c0xtl9-0 kMgEVL"><div class="sc-1c0xtl9-8 jsOPmD"><div class="sc-1c0xtl9-9 cslRFF"><div class="sc-1c0xtl9-1 jpnGFj"><nav class="sc-1c0xtl9-2 feFHco"><a href="/blog" data-discover="true">Blog</a> › <a href="/blog/tag/opinion" data-discover="true">Opinion</a></nav></div><h1 class="sc-1c0xtl9-3 Bwa-Do">Qwen3.8 Max Free vs Qwen3.8 Flash Free: Is Flash Enough?</h1><div class="sc-1c0xtl9-5 gGIGKA"><span>AIHubMix</span><time dateTime="2026-10-16T06:34:01.000+00:00">October 16, 2026</time><span>6 min read</span></div><img src="https://aihubmix.com/blog-media/images/2026/10/f75882d2ea3d4fb3.png" alt="Qwen3.8 Max Free vs Qwen3.8 Flash Free: Is Flash Enough?" fetchPriority="high" class="sc-1c0xtl9-6 dHXlSg"/><article data-blog-article="true" class="sc-1c0xtl9-7 jonNQo"><p><strong>Update (October 27, 2026):</strong> The free campaign has ended. GMI Cloud's campaign credits ran out before the planned end around November 13, and <code>qwen3.8-max-free</code> and <code>qwen3.8-flash-free</code> now return 404 <code>model_retired</code>. To keep using Qwen3.8, drop <code>-free</code> from the model ID and call the paid <a href="https://aihubmix.com/model/qwen3.8-max"><code>qwen3.8-max</code></a> or <a href="https://aihubmix.com/model/qwen3.8-flash"><code>qwen3.8-flash</code></a>.</p>
<p>For most everyday work, yes. Chat, drafting, extraction, summaries and in-editor coding help all run fine on Qwen3.8 Flash, which answers in seconds and, on Qwen's own numbers, sits within about a point of Max on office tasks and graduate-level science questions. Max earns its longer wait on two kinds of work: hard expert-level reasoning and multi-file coding, where Qwen's own numbers show the widest gaps. It also suits jobs you'd run in the background anyway.</p>
<p>While both are free on AIHubMix, as <code>qwen3.8-max-free</code> and <code>qwen3.8-flash-free</code> until around November 13, 2026 (Pacific Time) or until the campaign credits run out, the choice isn't about price. It's about time and a shared token pool. Both draw from the same 1M free tokens a day, and at paid rates a Max token is worth about 14 Flash tokens. The pattern that gets the most out of the campaign is Flash by default, with Max saved for the answers Flash gets wrong.</p>
<h2 id="same-price-today-different-everything-else">Same price today, different everything else</h2>
<div class="blog-table-scroll"><table style="display: table; margin-left: auto; margin-right: auto; border-collapse: collapse; background-color: #ffffff; color: #333333;">
  <thead>
    <tr>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;"></th>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Qwen3.8 Max (free)</th>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Qwen3.8 Flash (free)</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Free price (in / out)</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">$0 / $0</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">$0 / $0</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Paid price on AIHubMix (in / out)</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">$1.69 / $5.07</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">$0.1126 / $0.38</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Parameters</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">2.4T total, ~95B active</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">125B total, 6B active</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Context / max output</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">1M / 131K</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">1M / 131K</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Latency, free route</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">about 55 s</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">about 5 s</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Throughput, free route</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">about 9 tok/s</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">about 36 tok/s</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Free quota</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">shared with all free models</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">shared with all free models</td>
    </tr>
  </tbody>
</table></div>
<p>Prices are per million tokens. Latency and throughput are AIHubMix's own measurements of the free route, as shown on the <a href="https://aihubmix.com/model/qwen3.8-max-free">Qwen3.8 Max (free)</a> and <a href="https://aihubmix.com/model/qwen3.8-flash-free">Qwen3.8 Flash (free)</a> pages on October 16, 2026; they move with load. Flash's parameter count is for the open-weight Flash-Next release.</p>
<p>After the campaign, Max's output costs 13.3 times Flash's ($5.07 against $0.38 per million tokens). AIHubMix has side-by-side pages for the <a href="https://aihubmix.com/compare/qwen3.8-max-free/qwen3.8-flash-free">free pair</a> and the <a href="https://aihubmix.com/compare/qwen3.8-max/qwen3.8-flash">paid pair</a>.</p>
<h2 id="where-flash-keeps-up-on-qwens-own-numbers">Where Flash keeps up, on Qwen's own numbers</h2>
<p>These are Qwen's self-reported launch figures as compiled by DataCamp (<a href="https://www.datacamp.com/blog/qwen3-8-max">Max</a>, <a href="https://www.datacamp.com/blog/qwen3-8-flash-next">Flash-Next</a>); nobody has reproduced them independently.</p>
<div class="blog-table-scroll"><table style="display: table; margin-left: auto; margin-right: auto; border-collapse: collapse; background-color: #ffffff; color: #333333;">
  <thead>
    <tr>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Benchmark</th>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Qwen3.8 Max</th>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Qwen3.8 Flash</th>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Ahead</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">CoWorkBench</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">74.8</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">73.9</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Max by 0.9</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">GPQA Diamond</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">92.6</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">91.7</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Max by 0.9</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">JobBench</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">53.4</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">55.7</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Flash by 2.3</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">SWE-bench Pro</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">67.7</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">62.5</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Max by 5.2</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">HLE</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">43.6</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">35.9</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Max by 7.7</td>
    </tr>
  </tbody>
</table></div>
<p>Max's numbers are from its August launch table. Its 0902 update raised CoWorkBench to 76.1 and JobBench to 64.0, by Qwen's numbers. Flash's numbers come from the Flash-Next table; the hosted Flash may score slightly differently.</p>
<p>Read the table as two groups. On office-style work (CoWorkBench, JobBench) and broad science questions (GPQA Diamond), the two models are within a couple of points, and Flash is ahead on one of them. The gaps open on real repository fixes (SWE-bench Pro, 5 points) and very hard expert questions (Humanity's Last Exam, almost 8 points). That's where Max's size pays off.</p>
<h2 id="one-task-on-both-reviewing-a-pull-request">One task on both: reviewing a pull request</h2>
<p>Take a code review: a 1,500-line pull request plus the files it touches, about 30K input tokens, with the model writing about 6K output tokens of thinking and comments. The same token count is assumed for both models. In practice Max tends to write more, since <a href="https://artificialanalysis.ai/models/qwen3-8-max">Artificial Analysis</a> measured it using more than twice the median output tokens on its test suite, so Max's figures here are on the low side.</p>
<div class="blog-table-scroll"><table style="display: table; margin-left: auto; margin-right: auto; border-collapse: collapse; background-color: #ffffff; color: #333333;">
  <thead>
    <tr>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;"></th>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Qwen3.8 Max</th>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Qwen3.8 Flash</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Tokens from the free daily pool</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">36K</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">36K</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Reviews that fit in 1M tokens</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">about 27</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">about 27</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Time at free-route speeds</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">about 12 min</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">about 3 min</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Cost after the campaign</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">$0.081</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">$0.0057</td>
    </tr>
  </tbody>
</table></div>
<p>Time is 55 s or 5 s of latency plus 6K tokens at 9 or 36 tokens a second. Cost is 30K input and 6K output at AIHubMix's paid prices: $0.0507 + $0.0304 for Max, $0.0034 + $0.0023 for Flash.</p>
<p>During the campaign, the two reviews cost the same share of your pool, but Max takes about four times as long. Once the campaign ends, the Flash review costs under a fourteenth of the Max one. If the review is a gate in your CI that someone waits on, Flash fits. If it runs overnight on the pull requests that touch payment code, Max's 5-point SWE-bench Pro lead is worth the wait.</p>
<h2 id="which-tasks-go-where">Which tasks go where</h2>
<div class="blog-table-scroll"><table style="display: table; margin-left: auto; margin-right: auto; border-collapse: collapse; background-color: #ffffff; color: #333333;">
  <thead>
    <tr>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Task</th>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Start with</th>
      <th style="text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Why</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Chat, Q&amp;A, drafting</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Flash</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Seconds to answer, office scores near Max</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Extraction, tagging, summaries</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Flash</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">High volume; Max adds wait, not accuracy</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">In-editor help, small fixes</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Flash</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Interactive work needs fast replies</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Multi-file bugs, deep code review</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Max</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Widest coding gap on Qwen's numbers</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Hard math and expert questions</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Max</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Nearly 8 points ahead on HLE</td>
    </tr>
    <tr>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Overnight and batch jobs</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">Max</td>
      <td style="padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;">The wait costs nothing there</td>
    </tr>
  </tbody>
</table></div>
<p>The two models share an endpoint and SDK, so you can route between them in a few lines. Try Flash, check the result, and send only the failures to Max:</p>
<pre><code class="language-python">import os
from openai import OpenAI

client = OpenAI(
    base_url="https://aihubmix.com/v1",
    api_key=os.environ["AIHUBMIX_API_KEY"],
    timeout=900,
)

def ask(model: str, prompt: str) -&gt; str:
    resp = client.chat.completions.create(
        model=model,
        messages=[{"role": "user", "content": prompt}],
    )
    return resp.choices[0].message.content

answer = ask("qwen3.8-flash-free", prompt)
if not passes_checks(answer):  # your tests, a schema check, or a reviewer
    answer = ask("qwen3.8-max-free", prompt)
</code></pre>
<p>This keeps most requests fast, and it keeps the shared pool for the calls that need Max.</p>
<h2 id="who-should-pick-which">Who should pick which</h2>
<ul>
<li><strong>Pick Flash</strong> for anything interactive, anything high-volume, and anything you plan to keep running after November 13, when Max costs more than 13 times as much per output token.</li>
<li><strong>Pick Max</strong> for the hard tail: the bug Flash couldn't find, the expert question it got wrong, the long review nobody's waiting on.</li>
<li><strong>Use both</strong> if your workload is mixed. Routing Flash first is the cheapest way to get Max-level answers on the requests that need them, both now and after the campaign.</li>
</ul>
<h2 id="faq">FAQ</h2>
<p><strong>Is Qwen3.8 Flash good enough for coding?</strong><br>
For small fixes, completions and in-editor help, yes. On Qwen's own numbers it trails Max by about 5 points on SWE-bench Pro, so Max is worth trying on multi-file bugs that Flash doesn't solve.</p>
<p><strong>Why is Qwen3.8 Max slow on the free route?</strong><br>
It thinks before answering by default and writes long answers. AIHubMix measured about 55 seconds of latency and about 9 tokens a second on the free route. Stream the response and set a long client timeout.</p>
<p><strong>Do Max and Flash share the same free quota?</strong><br>
Yes. All AIHubMix free models share one daily pool of 100 requests and 1M tokens after a top-up of $1 or more, with a cap of 10 requests a minute.</p>
<p><strong>Which model gets more value out of the free tokens?</strong><br>
Max. At AIHubMix's paid prices, a Max token is worth about 14 times a Flash token, so the campaign saves you the most on Max calls.</p>
<p><strong>What do they cost after the campaign?</strong><br>
On AIHubMix, qwen3.8-max costs $1.69 input and $5.07 output per million tokens, and qwen3.8-flash costs $0.1126 and $0.38. Both are below Qwen's list prices.</p>
<p><strong>Are the benchmark numbers independent?</strong><br>
No. They are Qwen's self-reported figures. Treat the small gaps as ties and the larger ones as a guide to where each model is stronger.</p>
<h2 id="keep-reading-the-qwen38-free-series">Keep reading: the Qwen3.8 Free series</h2>
<ul>
<li>If you haven't set up the free IDs yet, start with the limits, the end date and a first request: <a href="https://aihubmix.com/blog/free-qwen3-8-max-and-flash-api-on-aihubmix-limits-end-date-and-your-first-call">Free Qwen3.8 Max and Flash API on AIHubMix: Limits, End Date, and Your First Call</a></li>
<li>Max's long waits and the shared pool cause most of the errors people hit, and there's a fallback that covers them: <a href="https://aihubmix.com/blog/qwen3-8-free-on-aihubmix-fix-429s-rate-limited-by-provider-and-a-drained-token-pool">Qwen3.8 Free on AIHubMix: Fix 429s, "Rate Limited by Provider", and a Drained Token Pool</a></li>
</ul>
<h2 id="sources">Sources</h2>
<ul>
<li><a href="https://aihubmix.com/compare/qwen3.8-max-free/qwen3.8-flash-free">Qwen3.8 Max (free) vs Qwen3.8 Flash (free)</a> (AIHubMix)</li>
<li><a href="https://aihubmix.com/models/free">Free AI models and quotas</a> (AIHubMix)</li>
<li><a href="https://www.datacamp.com/blog/qwen3-8-max">Qwen3.8-Max: Features, Benchmarks, and Pricing</a> (DataCamp)</li>
<li><a href="https://www.datacamp.com/blog/qwen3-8-flash-next">Qwen3.8-Flash-Next: Features, Benchmarks, and Pricing</a> (DataCamp)</li>
<li><a href="https://artificialanalysis.ai/models/qwen3-8-max">Qwen3.8 Max (0902): Intelligence, Performance &amp; Price Analysis</a> (Artificial Analysis)</li>
</ul>
</article><div class="sc-1c0xtl9-16 hUosnH"><div><span class="brand-logo"><img class="brand-logo-light" src="/brand/light.svg?v=20260909" width="110" height="24" alt="AIHubMix"/></span><p class="sc-1c0xtl9-17 cebqkZ">One gateway to multiple AI providers.
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GMI Cloud's campaign credits ran out before the planned end around November 13, and qwen3.8-max-free…","url":"https://aihubmix.com/blog/qwen3-8-max-free-vs-qwen3-8-flash-free-is-flash-enough","mainEntityOfPage":{"@type":"WebPage","@id":"https://aihubmix.com/blog/qwen3-8-max-free-vs-qwen3-8-flash-free-is-flash-enough"},"image":"https://aihubmix.com/blog-media/images/2026/10/f75882d2ea3d4fb3.png","inLanguage":"en","publisher":{"@type":"Organization","name":"AIHubMix","url":"https://aihubmix.com","logo":{"@type":"ImageObject","url":"https://aihubmix.com/logo.png"}},"datePublished":"2026-10-16T06:34:01.000+00:00","dateModified":"2026-10-27T03:12:35.000+00:00","author":{"@type":"Organization","name":"AIHubMix","url":"https://aihubmix.com"},"keywords":"Opinion"}</script><div class="ant-pro-page-container css-1xohofr"><div class="css-1xohofr ant-page-header-no-children"></div><div class="ant-pro-grid-content css-1xohofr ant-pro-grid-content-wide"><div class="ant-pro-grid-content-children 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GitHub, Cursor, OpenAI, Anthropic, Cognition, and xAI all now sell some version of it, under names like cloud agent, background agent, cloud session, or autonomous software engineer. This article explains the category: what these products actually do, how the loop runs, what you give \",\"has_custom_excerpt\",false,\"feature_image\",\"https://aihubmix.com/blog-media/images/2026/11/83a02af5e4a3874c.png\",\"og_image\",\"featured\",\"published_at\",\"2026-11-02T15:28:27.000+00:00\",\"updated_at\",\"reading_time\",8,\"author\",\"AIHubMix\",\"tags\",[43],{\"_44\":45,\"_11\":46},\"name\",\"Opinion\",\"opinion\",\"magpie-vs-cc-switch-which-agent-provider-manager-should-you-use\",\"Magpie vs CC Switch: which agent provider manager should you use?\",\"Claude Code, Codex and Gemini CLI are agents. The model answering their requests—and the provider serving that model—are separate choices. Managing those choices across several tools is where software such as Magpie, CC Switch, Claude Code Router and CLIProxyAPI becomes useful.\\n\\n\\nThe short answer: shortlist Magpie for a shared cross-agent gateway, CC Switch for an integrated desktop configuration workspace, Claude Code Router for explicit request-routing rules, and CLIProxyAPI for an account-bac\",\"https://aihubmix.com/blog-media/images/2026/11/3c8573d49f825228.png\",\"2026-11-03T09:37:10.000+00:00\",10,[54],{\"_44\":45,\"_11\":46},\"best-ai-models\",\"Best AI Models in 2026: Rankings, Prices, and How to Choose\",\"Last updated: November 5, 2026. The AI model market changes every few weeks, so this guide is built to be revised. It separates the three leaderboards, records list prices, and gives a decision table you can re-run when the next model ships.\\n\\n\\nRight now, \\\"the strongest AI model\\\" has three different answers, and they are not interchangeable.\\n\\n\\nGemini 4 Carbon tops the Artificial Analysis Intelligence Index at 60, but Google has released it only to a subset of cyber defenders and partners in its F\",\"https://aihubmix.com/blog-media/images/2026/11/f8ab86dcbe4ecbc2.png\",\"2026-11-05T08:17:34.000+00:00\",14,[62],{\"_44\":45,\"_11\":46},\"Qwen3.8 Max Free vs Qwen3.8 Flash Free: Is Flash Enough?\",\"Update (October 27, 2026): The free campaign has ended. GMI Cloud's campaign credits ran out before the planned end around November 13, and qwen3.8-max-free and qwen3.8-flash-free now return 404 model_retired. To keep using Qwen3.8, drop -free from the model ID and call the paid qwen3.8-max or qwen3.8-flash.\\n\\n\\nFor most everyday work, yes. Chat, drafting, extraction, summaries and in-editor coding help all run fine on Qwen3.8 Flash, which answers in seconds and, on Qwen's own numbers, sits within\",\"html\",\"\u003cp\u003e\u003cstrong\u003eUpdate (October 27, 2026):\u003c/strong\u003e The free campaign has ended. GMI Cloud's campaign credits ran out before the planned end around November 13, and \u003ccode\u003eqwen3.8-max-free\u003c/code\u003e and \u003ccode\u003eqwen3.8-flash-free\u003c/code\u003e now return 404 \u003ccode\u003emodel_retired\u003c/code\u003e. To keep using Qwen3.8, drop \u003ccode\u003e-free\u003c/code\u003e from the model ID and call the paid \u003ca href=\\\"https://aihubmix.com/model/qwen3.8-max\\\"\u003e\u003ccode\u003eqwen3.8-max\u003c/code\u003e\u003c/a\u003e or \u003ca href=\\\"https://aihubmix.com/model/qwen3.8-flash\\\"\u003e\u003ccode\u003eqwen3.8-flash\u003c/code\u003e\u003c/a\u003e.\u003c/p\u003e\\n\u003cp\u003eFor most everyday work, yes. Chat, drafting, extraction, summaries and in-editor coding help all run fine on Qwen3.8 Flash, which answers in seconds and, on Qwen's own numbers, sits within about a point of Max on office tasks and graduate-level science questions. Max earns its longer wait on two kinds of work: hard expert-level reasoning and multi-file coding, where Qwen's own numbers show the widest gaps. It also suits jobs you'd run in the background anyway.\u003c/p\u003e\\n\u003cp\u003eWhile both are free on AIHubMix, as \u003ccode\u003eqwen3.8-max-free\u003c/code\u003e and \u003ccode\u003eqwen3.8-flash-free\u003c/code\u003e until around November 13, 2026 (Pacific Time) or until the campaign credits run out, the choice isn't about price. It's about time and a shared token pool. Both draw from the same 1M free tokens a day, and at paid rates a Max token is worth about 14 Flash tokens. The pattern that gets the most out of the campaign is Flash by default, with Max saved for the answers Flash gets wrong.\u003c/p\u003e\\n\u003ch2 id=\\\"same-price-today-different-everything-else\\\"\u003eSame price today, different everything else\u003c/h2\u003e\\n\u003ctable style=\\\"display: table; margin-left: auto; margin-right: auto; border-collapse: collapse; background-color: #ffffff; color: #333333;\\\"\u003e\\n  \u003cthead\u003e\\n    \u003ctr\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e\u003c/th\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eQwen3.8 Max (free)\u003c/th\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eQwen3.8 Flash (free)\u003c/th\u003e\\n    \u003c/tr\u003e\\n  \u003c/thead\u003e\\n  \u003ctbody\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eFree price (in / out)\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e$0 / $0\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e$0 / $0\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003ePaid price on AIHubMix (in / out)\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e$1.69 / $5.07\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e$0.1126 / $0.38\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eParameters\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e2.4T total, ~95B active\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e125B total, 6B active\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eContext / max output\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e1M / 131K\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e1M / 131K\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eLatency, free route\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eabout 55 s\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eabout 5 s\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eThroughput, free route\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eabout 9 tok/s\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eabout 36 tok/s\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eFree quota\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eshared with all free models\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eshared with all free models\u003c/td\u003e\\n    \u003c/tr\u003e\\n  \u003c/tbody\u003e\\n\u003c/table\u003e\\n\u003cp\u003ePrices are per million tokens. Latency and throughput are AIHubMix's own measurements of the free route, as shown on the \u003ca href=\\\"https://aihubmix.com/model/qwen3.8-max-free\\\"\u003eQwen3.8 Max (free)\u003c/a\u003e and \u003ca href=\\\"https://aihubmix.com/model/qwen3.8-flash-free\\\"\u003eQwen3.8 Flash (free)\u003c/a\u003e pages on October 16, 2026; they move with load. Flash's parameter count is for the open-weight Flash-Next release.\u003c/p\u003e\\n\u003cp\u003eAfter the campaign, Max's output costs 13.3 times Flash's ($5.07 against $0.38 per million tokens). AIHubMix has side-by-side pages for the \u003ca href=\\\"https://aihubmix.com/compare/qwen3.8-max-free/qwen3.8-flash-free\\\"\u003efree pair\u003c/a\u003e and the \u003ca href=\\\"https://aihubmix.com/compare/qwen3.8-max/qwen3.8-flash\\\"\u003epaid pair\u003c/a\u003e.\u003c/p\u003e\\n\u003ch2 id=\\\"where-flash-keeps-up-on-qwens-own-numbers\\\"\u003eWhere Flash keeps up, on Qwen's own numbers\u003c/h2\u003e\\n\u003cp\u003eThese are Qwen's self-reported launch figures as compiled by DataCamp (\u003ca href=\\\"https://www.datacamp.com/blog/qwen3-8-max\\\"\u003eMax\u003c/a\u003e, \u003ca href=\\\"https://www.datacamp.com/blog/qwen3-8-flash-next\\\"\u003eFlash-Next\u003c/a\u003e); nobody has reproduced them independently.\u003c/p\u003e\\n\u003ctable style=\\\"display: table; margin-left: auto; margin-right: auto; border-collapse: collapse; background-color: #ffffff; color: #333333;\\\"\u003e\\n  \u003cthead\u003e\\n    \u003ctr\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eBenchmark\u003c/th\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eQwen3.8 Max\u003c/th\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eQwen3.8 Flash\u003c/th\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eAhead\u003c/th\u003e\\n    \u003c/tr\u003e\\n  \u003c/thead\u003e\\n  \u003ctbody\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eCoWorkBench\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e74.8\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e73.9\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eMax by 0.9\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eGPQA Diamond\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e92.6\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e91.7\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eMax by 0.9\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eJobBench\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e53.4\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e55.7\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eFlash by 2.3\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eSWE-bench Pro\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e67.7\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e62.5\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eMax by 5.2\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eHLE\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e43.6\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e35.9\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eMax by 7.7\u003c/td\u003e\\n    \u003c/tr\u003e\\n  \u003c/tbody\u003e\\n\u003c/table\u003e\\n\u003cp\u003eMax's numbers are from its August launch table. Its 0902 update raised CoWorkBench to 76.1 and JobBench to 64.0, by Qwen's numbers. Flash's numbers come from the Flash-Next table; the hosted Flash may score slightly differently.\u003c/p\u003e\\n\u003cp\u003eRead the table as two groups. On office-style work (CoWorkBench, JobBench) and broad science questions (GPQA Diamond), the two models are within a couple of points, and Flash is ahead on one of them. The gaps open on real repository fixes (SWE-bench Pro, 5 points) and very hard expert questions (Humanity's Last Exam, almost 8 points). That's where Max's size pays off.\u003c/p\u003e\\n\u003ch2 id=\\\"one-task-on-both-reviewing-a-pull-request\\\"\u003eOne task on both: reviewing a pull request\u003c/h2\u003e\\n\u003cp\u003eTake a code review: a 1,500-line pull request plus the files it touches, about 30K input tokens, with the model writing about 6K output tokens of thinking and comments. The same token count is assumed for both models. In practice Max tends to write more, since \u003ca href=\\\"https://artificialanalysis.ai/models/qwen3-8-max\\\"\u003eArtificial Analysis\u003c/a\u003e measured it using more than twice the median output tokens on its test suite, so Max's figures here are on the low side.\u003c/p\u003e\\n\u003ctable style=\\\"display: table; margin-left: auto; margin-right: auto; border-collapse: collapse; background-color: #ffffff; color: #333333;\\\"\u003e\\n  \u003cthead\u003e\\n    \u003ctr\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e\u003c/th\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eQwen3.8 Max\u003c/th\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eQwen3.8 Flash\u003c/th\u003e\\n    \u003c/tr\u003e\\n  \u003c/thead\u003e\\n  \u003ctbody\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eTokens from the free daily pool\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e36K\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e36K\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eReviews that fit in 1M tokens\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eabout 27\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eabout 27\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eTime at free-route speeds\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eabout 12 min\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eabout 3 min\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eCost after the campaign\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e$0.081\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003e$0.0057\u003c/td\u003e\\n    \u003c/tr\u003e\\n  \u003c/tbody\u003e\\n\u003c/table\u003e\\n\u003cp\u003eTime is 55 s or 5 s of latency plus 6K tokens at 9 or 36 tokens a second. Cost is 30K input and 6K output at AIHubMix's paid prices: $0.0507 + $0.0304 for Max, $0.0034 + $0.0023 for Flash.\u003c/p\u003e\\n\u003cp\u003eDuring the campaign, the two reviews cost the same share of your pool, but Max takes about four times as long. Once the campaign ends, the Flash review costs under a fourteenth of the Max one. If the review is a gate in your CI that someone waits on, Flash fits. If it runs overnight on the pull requests that touch payment code, Max's 5-point SWE-bench Pro lead is worth the wait.\u003c/p\u003e\\n\u003ch2 id=\\\"which-tasks-go-where\\\"\u003eWhich tasks go where\u003c/h2\u003e\\n\u003ctable style=\\\"display: table; margin-left: auto; margin-right: auto; border-collapse: collapse; background-color: #ffffff; color: #333333;\\\"\u003e\\n  \u003cthead\u003e\\n    \u003ctr\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eTask\u003c/th\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eStart with\u003c/th\u003e\\n      \u003cth style=\\\"text-align: left; padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eWhy\u003c/th\u003e\\n    \u003c/tr\u003e\\n  \u003c/thead\u003e\\n  \u003ctbody\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eChat, Q\u0026amp;A, drafting\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eFlash\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eSeconds to answer, office scores near Max\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eExtraction, tagging, summaries\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eFlash\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eHigh volume; Max adds wait, not accuracy\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eIn-editor help, small fixes\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eFlash\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eInteractive work needs fast replies\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eMulti-file bugs, deep code review\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eMax\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eWidest coding gap on Qwen's numbers\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eHard math and expert questions\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eMax\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eNearly 8 points ahead on HLE\u003c/td\u003e\\n    \u003c/tr\u003e\\n    \u003ctr\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eOvernight and batch jobs\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eMax\u003c/td\u003e\\n      \u003ctd style=\\\"padding: 10px 12px; background-color: #ffffff; color: #333333; border: 1px solid #d0d0d0;\\\"\u003eThe wait costs nothing there\u003c/td\u003e\\n    \u003c/tr\u003e\\n  \u003c/tbody\u003e\\n\u003c/table\u003e\\n\u003cp\u003eThe two models share an endpoint and SDK, so you can route between them in a few lines. Try Flash, check the result, and send only the failures to Max:\u003c/p\u003e\\n\u003cpre\u003e\u003ccode class=\\\"language-python\\\"\u003eimport os\\nfrom openai import OpenAI\\n\\nclient = OpenAI(\\n    base_url=\\\"https://aihubmix.com/v1\\\",\\n    api_key=os.environ[\\\"AIHUBMIX_API_KEY\\\"],\\n    timeout=900,\\n)\\n\\ndef ask(model: str, prompt: str) -\u0026gt; str:\\n    resp = client.chat.completions.create(\\n        model=model,\\n        messages=[{\\\"role\\\": \\\"user\\\", \\\"content\\\": prompt}],\\n    )\\n    return resp.choices[0].message.content\\n\\nanswer = ask(\\\"qwen3.8-flash-free\\\", prompt)\\nif not passes_checks(answer):  # your tests, a schema check, or a reviewer\\n    answer = ask(\\\"qwen3.8-max-free\\\", prompt)\\n\u003c/code\u003e\u003c/pre\u003e\\n\u003cp\u003eThis keeps most requests fast, and it keeps the shared pool for the calls that need Max.\u003c/p\u003e\\n\u003ch2 id=\\\"who-should-pick-which\\\"\u003eWho should pick which\u003c/h2\u003e\\n\u003cul\u003e\\n\u003cli\u003e\u003cstrong\u003ePick Flash\u003c/strong\u003e for anything interactive, anything high-volume, and anything you plan to keep running after November 13, when Max costs more than 13 times as much per output token.\u003c/li\u003e\\n\u003cli\u003e\u003cstrong\u003ePick Max\u003c/strong\u003e for the hard tail: the bug Flash couldn't find, the expert question it got wrong, the long review nobody's waiting on.\u003c/li\u003e\\n\u003cli\u003e\u003cstrong\u003eUse both\u003c/strong\u003e if your workload is mixed. Routing Flash first is the cheapest way to get Max-level answers on the requests that need them, both now and after the campaign.\u003c/li\u003e\\n\u003c/ul\u003e\\n\u003ch2 id=\\\"faq\\\"\u003eFAQ\u003c/h2\u003e\\n\u003cp\u003e\u003cstrong\u003eIs Qwen3.8 Flash good enough for coding?\u003c/strong\u003e\u003cbr\u003e\\nFor small fixes, completions and in-editor help, yes. On Qwen's own numbers it trails Max by about 5 points on SWE-bench Pro, so Max is worth trying on multi-file bugs that Flash doesn't solve.\u003c/p\u003e\\n\u003cp\u003e\u003cstrong\u003eWhy is Qwen3.8 Max slow on the free route?\u003c/strong\u003e\u003cbr\u003e\\nIt thinks before answering by default and writes long answers. AIHubMix measured about 55 seconds of latency and about 9 tokens a second on the free route. Stream the response and set a long client timeout.\u003c/p\u003e\\n\u003cp\u003e\u003cstrong\u003eDo Max and Flash share the same free quota?\u003c/strong\u003e\u003cbr\u003e\\nYes. All AIHubMix free models share one daily pool of 100 requests and 1M tokens after a top-up of $1 or more, with a cap of 10 requests a minute.\u003c/p\u003e\\n\u003cp\u003e\u003cstrong\u003eWhich model gets more value out of the free tokens?\u003c/strong\u003e\u003cbr\u003e\\nMax. At AIHubMix's paid prices, a Max token is worth about 14 times a Flash token, so the campaign saves you the most on Max calls.\u003c/p\u003e\\n\u003cp\u003e\u003cstrong\u003eWhat do they cost after the campaign?\u003c/strong\u003e\u003cbr\u003e\\nOn AIHubMix, qwen3.8-max costs $1.69 input and $5.07 output per million tokens, and qwen3.8-flash costs $0.1126 and $0.38. Both are below Qwen's list prices.\u003c/p\u003e\\n\u003cp\u003e\u003cstrong\u003eAre the benchmark numbers independent?\u003c/strong\u003e\u003cbr\u003e\\nNo. They are Qwen's self-reported figures. Treat the small gaps as ties and the larger ones as a guide to where each model is stronger.\u003c/p\u003e\\n\u003ch2 id=\\\"keep-reading-the-qwen38-free-series\\\"\u003eKeep reading: the Qwen3.8 Free series\u003c/h2\u003e\\n\u003cul\u003e\\n\u003cli\u003eIf you haven't set up the free IDs yet, start with the limits, the end date and a first request: \u003ca href=\\\"https://aihubmix.com/blog/free-qwen3-8-max-and-flash-api-on-aihubmix-limits-end-date-and-your-first-call\\\"\u003eFree Qwen3.8 Max and Flash API on AIHubMix: Limits, End Date, and Your First Call\u003c/a\u003e\u003c/li\u003e\\n\u003cli\u003eMax's long waits and the shared pool cause most of the errors people hit, and there's a fallback that covers them: \u003ca href=\\\"https://aihubmix.com/blog/qwen3-8-free-on-aihubmix-fix-429s-rate-limited-by-provider-and-a-drained-token-pool\\\"\u003eQwen3.8 Free on AIHubMix: Fix 429s, \\\"Rate Limited by Provider\\\", and a Drained Token Pool\u003c/a\u003e\u003c/li\u003e\\n\u003c/ul\u003e\\n\u003ch2 id=\\\"sources\\\"\u003eSources\u003c/h2\u003e\\n\u003cul\u003e\\n\u003cli\u003e\u003ca href=\\\"https://aihubmix.com/compare/qwen3.8-max-free/qwen3.8-flash-free\\\"\u003eQwen3.8 Max (free) vs Qwen3.8 Flash (free)\u003c/a\u003e (AIHubMix)\u003c/li\u003e\\n\u003cli\u003e\u003ca href=\\\"https://aihubmix.com/models/free\\\"\u003eFree AI models and quotas\u003c/a\u003e (AIHubMix)\u003c/li\u003e\\n\u003cli\u003e\u003ca href=\\\"https://www.datacamp.com/blog/qwen3-8-max\\\"\u003eQwen3.8-Max: Features, Benchmarks, and Pricing\u003c/a\u003e (DataCamp)\u003c/li\u003e\\n\u003cli\u003e\u003ca href=\\\"https://www.datacamp.com/blog/qwen3-8-flash-next\\\"\u003eQwen3.8-Flash-Next: Features, Benchmarks, and Pricing\u003c/a\u003e (DataCamp)\u003c/li\u003e\\n\u003cli\u003e\u003ca href=\\\"https://artificialanalysis.ai/models/qwen3-8-max\\\"\u003eQwen3.8 Max (0902): Intelligence, Performance \u0026amp; Price Analysis\u003c/a\u003e (Artificial Analysis)\u003c/li\u003e\\n\u003c/ul\u003e\\n\",\"https://aihubmix.com/blog-media/images/2026/10/f75882d2ea3d4fb3.png\",\"2026-10-16T06:34:01.000+00:00\",\"2026-10-27T03:12:35.000+00:00\",6,[72],{\"_44\":45,\"_11\":46}]\n");</script><!--$--><script>window.__reactRouterContext.streamController.close();</script><!--/$--><!--/$--></body></html>