[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-deepseek-v4-flash-post-coding-plan-pricing-en":3,"article-related-deepseek-v4-flash-post-coding-plan-pricing-en":29,"series-industry-9913a9cf-51f8-46d9-b038-9c5dd9219f52":74},{"id":4,"slug":5,"title":6,"content":7,"summary":8,"source":9,"source_url":10,"author":11,"image_url":12,"cover_image":12,"category":13,"language":14,"translated_content":11,"related_article_id":15,"keywords":16,"key_takeaways":22,"views":26,"created_at":27,"published_at":28,"topic_cluster_id":11},"9913a9cf-51f8-46d9-b038-9c5dd9219f52","deepseek-v4-flash-post-coding-plan-pricing-en","DeepSeek V4 Flash Is Repricing the Post-Coding-Plan Era","\u003Cp data-speakable=\"summary\">¥0.074\u002FM makes DeepSeek V4 Flash the cheapest serious pay-as-you-go model.\u003C\u002Fp>\u003Cp>GLM’s repeated plan changes, \u003Ca href=\"\u002Ftag\u002Fcopilot\">Copilot\u003C\u002Fa>’s weekly caps, and usage resets across platforms all point to the same conclusion: the age of generous coding bundles is over, and \u003Ca href=\"\u002Ftag\u002Ftoken\">token\u003C\u002Fa> pricing is back at the center of \u003Ca href=\"\u002Fnews\u002Fssis-5-billion-backing-ai-safety-product-strategy-en\">product strategy\u003C\u002Fa>.\u003C\u002Fp>\u003Ch2>Pay-as-you-go is replacing the coding bundle\u003C\u002Fh2>\u003Cp>When vendors tighten old plans, they are not being coy, they are admitting that heavy coding workloads no longer fit inside flat-rate offers. Anyone who watched Copilot add weekly limits or saw platform quotas shrink has already seen the economics break in public.\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785783773082-ww6x.png\" alt=\"DeepSeek V4 Flash Is Repricing the Post-Coding-Plan Era\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>That matters because the old bundle model hid the real cost of \u003Ca href=\"\u002Ftag\u002Fagentic-coding\">agentic coding\u003C\u002Fa>. Once users run \u003Ca href=\"\u002Fnews\u002Fsala-boosts-long-context-edge-ai-en\">long context\u003C\u002Fa> windows, repeated tool calls, and multi-step generation loops, the bill stops looking like software subscription math and starts looking like infrastructure math.\u003C\u002Fp>\u003Ch2>Token mix now decides real cost\u003C\u002Fh2>\u003Cp>The useful way to compare models is not by headline price alone, but by the mix of input cache, input, and output tokens. The article’s \u003Ca href=\"\u002Fnews\u002Fprompt-engineering-overrated-claude-code-en\">Claude Code\u003C\u002Fa>-based ratio, 95:4.5:0.5, is a practical \u003Ca href=\"\u002Ftag\u002Fbenchmark\">benchmark\u003C\u002Fa> because coding agents spend most of their budget on cached context, not fresh generation.\u003C\u002Fp>\u003Cp>Using that mix, DeepSeek V4 Flash lands at roughly ¥0.074 per million tokens, based on cached input at ¥0.02, input at ¥1, and output at ¥2. That is not just cheap in absolute terms, it is cheap enough to reset expectations for what a coding assistant should cost at scale.\u003C\u002Fp>\u003Ch2>DeepSeek V4 Flash changes the comparison set\u003C\u002Fh2>\u003Cp>The important comparison is no longer premium model versus premium model. It is whether a vendor’s pay-as-you-go rate can beat the cheapest subscription tier once real usage patterns are applied, and on that test DeepSeek V4 Flash comes out ahead of GLM Lite monthly pricing.\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785783777243-8cw5.png\" alt=\"DeepSeek V4 Flash Is Repricing the Post-Coding-Plan Era\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>That is a meaningful shift because it turns token economics into a product feature. If a model is cheap enough, teams can afford more \u003Ca href=\"\u002Ftag\u002Fagent\">agent\u003C\u002Fa> runs, more retries, and more background automation without treating every prompt as a budget decision.\u003C\u002Fp>\u003Ch2>The counter-argument\u003C\u002Fh2>\u003Cp>The strongest objection is that raw token price is not the same as total value. A slightly more expensive model can still win if it produces better code, needs fewer retries, or integrates more cleanly into a developer workflow.\u003C\u002Fp>\u003Cp>That objection is correct, and it is why price alone should never be the only selection criterion. But it does not rescue overpriced plans, because once a model is cheap enough to unlock broad usage, quality becomes the differentiator again instead of a tax on experimentation.\u003C\u002Fp>\u003Ch2>What to do with this\u003C\u002Fh2>\u003Cp>If you are an engineer, PM, or founder, stop evaluating coding models as a flat monthly seat and start modeling them as a workload cost. Measure cached input share, average output length, retry rate, and tool-call depth, then compare vendors on effective cost per successful task, not sticker price.\u003C\u002Fp>","DeepSeek V4 Flash is the cheapest serious pay-as-you-go model, and fixed coding plans are losing ground.","zhuanlan.zhihu.com","https:\u002F\u002Fzhuanlan.zhihu.com\u002Fp\u002F2031065430652085343",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785783773082-ww6x.png","industry","en","f889d18d-866c-4bb9-828b-51e3920cae43",[17,18,19,20,21],"DeepSeek V4 Flash","GLM","Copilot","token pricing","coding agents",[23,24,25],"Fixed coding plans are being squeezed by real usage economics.","DeepSeek V4 Flash sets a new low bar for pay-as-you-go model cost.","Teams should compare effective workload cost, not subscription price alone.",1,"2026-08-03T19:02:26.610155+00:00","2026-08-03T19:02:26.598+00:00",{"tags":30,"relatedLang":33,"relatedPosts":37},[31],{"name":19,"slug":32},"copilot",{"id":15,"slug":34,"title":35,"language":36},"deepseek-after-coding-plan-pay-as-you-go-wins-zh","后 Coding Plan 时代，DeepSeek 的按量付费已经赢了","zh",[38,44,50,56,62,68],{"id":39,"slug":40,"title":41,"cover_image":42,"image_url":42,"created_at":43,"category":13},"e354e301-200e-4739-87c6-52aabcfae261","rust-enums-first-class-database-primitive-en","Rust should treat enums as a first-class database primitive","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785803567026-za5q.png","2026-08-04T00:32:20.361151+00:00",{"id":45,"slug":46,"title":47,"cover_image":48,"image_url":48,"created_at":49,"category":13},"af36fa47-035e-42d8-acb3-fb8dfd830a32","cloudflare-ai-search-pilot-stock-catalyst-en","Cloudflare’s AI search pilot is the stock catalyst now","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785781962885-yme0.png","2026-08-03T18:32:18.487656+00:00",{"id":51,"slug":52,"title":53,"cover_image":54,"image_url":54,"created_at":55,"category":13},"2d727daf-559d-44b3-bc2b-3ff53137afef","ai-weekly-2026-w32-en","AI Weekly: 2026-07-27 ~ 2026-08-03","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785730828896-l1kg.png","2026-08-03T04:00:39.96111+00:00",{"id":57,"slug":58,"title":59,"cover_image":60,"image_url":60,"created_at":61,"category":13},"e746ff12-ac66-4bc2-9492-a33e2f921677","kimi-k3-test-time-scaling-rules-en","Kimi K3 maps the new rules of test-time scaling","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785718974890-fnrs.png","2026-08-03T01:02:30.065567+00:00",{"id":63,"slug":64,"title":65,"cover_image":66,"image_url":66,"created_at":67,"category":13},"61ebc42d-aa1c-43c0-9d6f-3ce43f714971","salp-liquidation-ai-trades-revealed-en","What the SALP liquidation reveals about AI trades","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1785717176689-5kgk.png","2026-08-03T00:32:33.409316+00:00",{"id":69,"slug":70,"title":71,"cover_image":72,"image_url":72,"created_at":73,"category":13},"b3199b83-9b2b-45f3-ba99-8ee782d45130","claude-security-test-became-real-breach-en","Claude’s security test became a real 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Innovations","2026-03-25T16:22:47.882615+00:00",{"id":91,"slug":92,"title":93,"created_at":94},"0ebb5b16-774a-4922-945d-5f2ce1df5a6d","claude-usage-diversifies-learning-curves-en","Claude Usage Diversifies, Learning Curves Emerge","2026-03-25T16:25:50.770376+00:00",{"id":96,"slug":97,"title":98,"created_at":99},"69934e86-2fc5-4280-8223-7b917a48ace8","openclaw-ai-commoditization-concerns-en","OpenClaw's Rise Raises Concerns of AI Model Commoditization","2026-03-25T16:26:30.582047+00:00",{"id":101,"slug":102,"title":103,"created_at":104},"b4b2575b-2ac8-46b2-b90e-ab1d7c060797","google-gemini-ai-rollout-2026-en","Google's Gemini AI Rollout Extended to 2026","2026-03-25T16:28:14.808842+00:00",{"id":106,"slug":107,"title":108,"created_at":109},"6e18bc65-42ae-4ad0-b564-67d7f66b979e","meta-llama4-fabricated-results-scandal-en","Meta's Llama 4 Scandal: Fabricated AI Test Results 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