LLM Pricing Fluctuates: NVIDIA, Qwen, and Z.ai See Changes; New Models Added · 10 sources tracked
ByPulseAugur Editorial·[63 sources]·
The Token Ledger has released daily updates on LLM pricing changes throughout early August 2026. Several models saw price adjustments, including NVIDIA Nemotron 3 Super and Ultra, Qwen variants, and Z.ai's GLM 5.2, with both increases and decreases reported. New models were added, such as Meta's Muse Spark 1.2 and inclusionAI's Ling-3.0-flash, while some batch versions of prominent models like Gemini, Claude, and GPT-5 were also introduced or removed. Developers are advised to monitor these changes to optimize costs and performance for their applications.
AI
IMPACT
These pricing shifts directly impact the operational costs for AI developers and businesses, influencing model selection and budget allocation for inference and fine-tuning.
RANK_REASON
This cluster reports on price changes and additions/removals of LLM models, which falls under tooling and infrastructure updates rather than a core frontier release or significant industry event.
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
This cluster reports on price changes and additions/removals of LLM models, which falls under tooling and infrastructure updates rather than a core frontier release or significant industry event.
Source corroboration
63 independent sources
Strong cross-source corroboration — multiple independent publishers covered this within the clustering window.
Topics
product, infra
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
98 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.
Coverage growth since scoring
+31 source(s) since last score
New sources have picked up this story since our last re-score. Score will update on the next scoring pass.
<h1> Token Ledger Digest – 2026-09-13 </h1> <p>12 price changes, no additions or removals.</p> <ul> <li> <strong>DeepSeek: DeepSeek V4 Pro 0423</strong> – prompt rose from <strong>$0.79/1M</strong> to <strong>$1.60/1M</strong>; completion rose from <strong>$1.58/1M</strong> to <s…
<h1> Token Ledger Digest – 2026-09-12 </h1> <p><strong>Most impactful change:</strong> Z.ai: GLM 5.2 saw its completion price fall from $3.04/1M to $2.00/1M (‑34%) and prompt price from $0.97/1M to $0.60/1M (‑38%). Developers running long‑form generation or batch workloads will s…
<h1> Token Ledger Digest – 2026-09-11 </h1> <p><strong>Biggest cost shift:</strong> MoonshotAI: Kimi K3 – prompt price fell from $3.00 to $2.34 / 1M tokens (‑0.66) and completion from $15.00 to $11.70 / 1M tokens (‑3.30). Total ‑$3.96 / 1M. <em>Who should care:</em> Teams running…
<h1> Token Ledger Digest – 2026-09-09 </h1> <p><strong>Lead:</strong> DeepSeek V4 Pro 0813 (batch) delivers the biggest cost cut, lowering prompt price from <strong>$1.32</strong> to <strong>$0.66</strong> per 1M tokens and completion from <strong>$3.96</strong> to <strong>$1.98<…
<h1> The Token Ledger – 2026-09-06 </h1> <p><strong>Qwen: Qwen3.5-35B-A3B</strong> – Prompt price rose from $0.08 to $0.3125 per 1M tokens (+$0.2325); completion price rose from $0.75 to $1.25 per 1M tokens (+$0.50). <em>Impact:</em> Developers using this model for generation‑hea…
<h1> Token Ledger Digest – 2026-09-05 </h1> <h2> Biggest cost impact </h2> <p><strong>Qwen: Qwen3.6 27B</strong> – completion price fell from $3.60 to $2.00 per M tokens (‑$1.60/M); prompt price dropped from $0.60 to $0.30 per M tokens (‑$0.30/M).<br /><br /> <em>Who should care:…
<h1> The Token Ledger – 2026-09-04 </h1> <p><strong>Most cost‑impacting change:</strong> MoonshotAI Kimi Latest completion price rose from $12.75 to $14.00 per 1M tokens (+$1.25/1M), while prompt price fell slightly from $2.55 to $2.50 per 1M (-$0.05/1M). Developers using long‑fo…
<h1> Token Ledger Digest – 2026-09-03 </h1> <p><strong>Most cost‑impacting change</strong> </p> <ul> <li> <strong>Qwen: Qwen3.5 397B A17B</strong> – completion price rose from $2.34 to $3.50 per M tokens (+$1.16/M); prompt price rose from $0.39 to $0.55 per M tokens (+$0.16/M). <…
<h1> The Token Ledger Digest – 2026-09-02 </h1> <p><strong>Most cost‑impacting change:</strong> DeepSeek: DeepSeek V4 Pro 0813 – prompt price rose from $0.66 to $1.12/1M tokens (+$0.46) and completion from $1.98 to $3.35/1M (+$1.37). Developers using this model for high‑volume ge…
<h1> The Token Ledger Digest – 2026-08-30 </h1> <p>The most cost-impacting change today is Z.ai GLM 5.1 completion price dropping from <strong>$3.96/1M</strong> to <strong>$3.04/1M</strong> (prompt fell from $1.26/1M to $0.97/1M). Developers running long‑generation workloads shou…
<h1> The Token Ledger Digest – 2026-08-29 </h1> <p><strong>Lead:</strong> Qwen: Qwen3.8 2.4T A95B (batch) had the biggest cost impact, with prompt price rising from <strong>$2.00 → $2.50</strong> per 1M tokens (+$0.50) and completion from <strong>$6.00 → $6.25</strong> per 1M (+$…
<h1> The Token Ledger Digest – 2026-08-28 </h1> <p><strong>Lead:</strong> Google Gemini 3.7 Flash and Gemini Flash Latest doubled both prompt and completion rates.</p> <ul> <li><p><strong>Google: Gemini 3.7 Flash</strong> – prompt rose from $0.375/M to $0.75/M (+$0.375/M); comple…
<h1> The Token Ledger Digest – 2026-08-23 </h1> <p><strong>Biggest cost impact:</strong> MoonshotAI’s Kimi K2.6 saw its completion price jump from <strong>$2.28 / 1M</strong> to <strong>$4.00 / 1M</strong> (+$1.72 / 1M) and its prompt price rise from <strong>$0.54 / 1M</strong> t…
<h1> Token Ledger Digest – 2026-08-22 </h1> <p><strong>Most cost‑impacting change:</strong> OpenAI’s GPT‑5.6 Sol Pro (and its non‑batch variant) dropped prompt pricing from $2.50 to $2.00 per 1M tokens and completion from $15.00 to $10.00 per 1M tokens – a $5.50/M token saving. A…
<h1> Token Ledger Digest – 2026-08-18 </h1> <p><strong>Top cost impact:</strong> OpenAI’s GPT‑5.6 Sol Pro and GPT‑5.6 Sol models cut completion prices by 50% (from <strong>$30.00</strong> to <strong>$15.00</strong> per 1M tokens) and halved prompt prices (<strong>$5.00 → $2.50</s…
<h1> The Token Ledger – 2026-08-16 </h1> <p><strong>Most cost‑impacting change:</strong> Qwen Qwen3.6 27B saw its completion price drop from $3.60 to $2.00 per 1M tokens (‑$1.60/1M) and its prompt price fall from $0.60 to $0.30 per 1M tokens (‑$0.30/1M). Developers running long‑f…
<h1> Token Ledger Digest – 2026-08-14 </h1> <p><strong>Most cost‑impacting change:</strong> Google Gemini Flash Latest (~google/gemini-flash-latest) slashed completion pricing from $7.50 to $1.875 per 1M tokens (‑$5.625) and prompt pricing from $1.50 to $0.375 per 1M tokens (‑$1.…
<h1> The Token Ledger – 2026-08-13 </h1> <p><strong>Lead change:</strong> DeepSeek’s V4 Pro saw its pricing roughly double. Prompt price rose from $0.63 to $1.17 per 1M tokens (+85%); completion price rose from $1.26 to $2.34 per 1M tokens (+86%). Teams budgeting for DeepSeek V4 …
<h1> The Token Ledger Digest – 2026-08-09 </h1> <p>The most cost‑impacting change today is a steep price reduction for <strong>Z.ai: GLM 5.2</strong>, cutting both prompt and completion costs by over 80 %.</p> <h3> Z.ai: GLM 5.2 </h3> <ul> <li> <strong>Prompt:</strong> fell from …
<h1> The Token Ledger – 2026-08-07 </h1> <p><strong>Most cost‑impacting change:</strong> NVIDIA Nemotron 3 Super saw a price increase. Prompt rose from $0.085/1M to $0.30/1M (+$0.215/1M); completion rose from $0.40/1M to $0.90/1M (+$0.50/1M). Teams using this model for high‑volum…
<h1> The Token Ledger – 2026-08-06 </h1> <p><strong>Most cost‑impacting change:</strong> Qwen: Qwen3.6 27B saw a major price increase. Prompt rose from $0.289 to $0.60 per 1M tokens (+$0.311); completion rose from $2.40 to $3.60 per 1M tokens (+$1.20). Total cost per 1M tokens is…
<h1> The Token Ledger Digest – 2026-08-04 </h1> <p><strong>Z.ai: GLM 5.2</strong> – Completion price fell from <strong>$3.74</strong> to <strong>$2.42</strong> per 1M tokens (‑$1.32/M). Prompt price dropped from <strong>$1.19</strong> to <strong>$0.76</strong> per 1M tokens (‑$0.…
<h1> The Token Ledger – 2026-07-20 </h1> <h2> Price Changes </h2> <ul> <li> <strong>Z.ai: GLM 5.2</strong> – Prompt price rose from $0.27/M to $1.12/M (+$0.85/M); completion rose from $0.85/M to $3.52/M (+$2.67/M). <em>Affects:</em> developers using GLM 5.2 for high‑volume worklo…
<h1> The Token Ledger – 2026-07-17 </h1> <p><strong>Most cost‑impacting change</strong> </p> <ul> <li> <strong>MoonshotAI Kimi Latest</strong> (<code>~moonshotai/kimi-latest</code>) – Prompt price rose from <strong>$0.66</strong> to <strong>$3.00</strong> per 1M tokens (+$2.34); …
<h1> The Token Ledger – 2026-07-13 </h1> <p>The most cost‑impacting change today is the completion price jump for <strong>Z.ai: GLM 5.2</strong>, which more than doubles its cost per million tokens.</p> <h3> Price changes </h3> <div class="table-wrapper-paragraph"><table> <thead>…
<h1> The Token Ledger Digest – 2026-07-10 </h1> <h2> Most cost‑impacting change </h2> <p><strong>MiniMax M2.5</strong> – completion price rose from <strong>$0.48</strong> to <strong>$0.90</strong> per 1M tokens (prompt $0.12→$0.15).<br /><br /> <em>Who should care:</em> Teams run…
<h1> The Token Ledger – 2026-07-02 </h1> <p><strong>Most cost‑impacting change:</strong> Qwen Qwen3 30B A3B Thinking 2507 completion price rose from $0.40 to $1.56 per 1M tokens (+$1.16). Developers using this model for long‑form generation should reassess budget allocations.</p>…