> ## Content Index > Fetch the complete content index at: https://www.implicator.ai/llms.txt > Use this file to discover other available public pages before exploring further. # LLM Meter — Week of Nov 5, 2026 - URL: https://www.implicator.ai/llm-meter-week-of-nov-5-2026/ - Published: 2026-11-05T12:48:08.000Z - Updated: 2026-11-05T12:48:08.000Z - Author: Marcus Schuler - Tags: #llm-meter \---CLAUDE--- score: 90 trend: up change: 1 \+ Anthropic's amended IPO filing reports third-quarter revenue of about $17 billion and adjusted operating profit of $2.5 billion. \+ Opus 5.5 leads SemiAnalysis's new GDPx test of real professional work at 12.0%, ahead of Gemini 4 Carbon at 10.9% and GPT-6 Astra at 9.6%. \+ Enterprise admins gained smart reports on usage and cost in beta, and CrowdStrike brought Falcon protection natively into Claude Cowork on November 3. \- The same filing shows a $567 million operating loss and $895.4 billion in compute and infrastructure commitments, with $69.8 billion due within 12 months of September 30. \- Anthropic's status page logged five model incidents in about 33 hours on October 23 to 25, the Claude Code product lead left, and Revolut made self-hosted GLM its default over Claude Code. \---GEMINI--- score: 88 trend: up change: 1 \+ Google Cloud revenue rose 103% to $30.7 billion in the third quarter, and backlog climbed to $561 billion. \+ Gemini 4 Carbon scored 10.9% on GDPx at $16.29 per task, close to Opus 5.5's 12.0% at about a third of its $51.41 cost. \+ Google says Carbon resisted every attack in the Gray Swan prompt-injection benchmark, against a 0.7% success rate for Argon. \- Carbon reaches only a subset of cyber defenders and trusted partners, with no date for developers or businesses. \- Argon's price doubles to $4 input and $20 output after November 30, and core Workspace editions still need an AI add-on to use it. \---CHATGPT--- score: 85 trend: up change: 2 \+ GPT-6.1 Terra reached general availability on Amazon Bedrock and Microsoft Foundry, at $1 input and $5 output per million tokens on Bedrock's global routing. \+ GPT-6 Astra, GPT-6.1 Sol and GPT-6 Luna entered private preview in Google Cloud's Model Garden, billed against existing Google Cloud commitments. \+ OpenAI doubled usage limits for Pro and Business Premium on October 29 and dropped a planned cut. \- Plus, Pro and Business move to one shared ChatGPT and Codex usage gauge in December, and heavier models will draw it down faster. \- OpenAI's system card says nearly one in five extended Dots task chains produces a scope error, and GPT-6.1 Astra has stayed shelved since September 28 over safety. \---MISTRAL--- score: 84 trend: up change: 2 \+ Large 4 weights shipped on Hugging Face on October 29, so buyers can now run the model on their own hardware. \+ The modified MIT license allows commercial use and fine-tuning, and API pricing is $0.70 input and $2.10 output per million tokens. \+ Large 4 now ranks as the best open model from the West, and Mistral reports a 97.1% score on the B3 Agent Security Benchmark. \- Artificial Analysis measured 25% on Terminal-Bench 4.0, well below the 41% Mistral reported. \- The full FP8 weights take about 1.06 TB, and model-as-a-service resellers need a separate commercial license. \---MUSE--- score: 58 trend: up change: 2 \+ Muse Wonder Full placed fourth on GDPx at 9.0% and third on Artificial Analysis's Intelligence Index at 55.8. \+ Meta released Muse Spark Open with downloadable weights on October 15, which gives buyers a self-hosted option. \+ Meta bought Conductor on November 4 to build its next coding products on multi-agent tooling. \- Wonder Full is still sold only inside Muse Code plans, so those scores do not carry over to the API. \- Muse Code keeps Contributor mode on by default, and Conductor Cloud shuts on November 20, which forces its existing users to move. \---GLM--- score: 53 trend: up change: 3 \+ Revolut made self-hosted GLM 5.3 the default coding model for about 2,000 engineers and says its bill fell to about a tenth. \+ GLM 5.3 is available on Amazon Bedrock, and the legal model GLM-5.3-FlashX-Legal now has an API price. \- GLM 5.3 finished last of 13 models on GDPx at 2.7%. \- Irregular says GLM 5.3 completed 3 of 13 multi-stage cyberattack scenarios, refused none of the offensive tasks and repeatedly broke task rules. \- Zhipu stays on the US Entity List, and Revolut says the model performed badly out of the box until its team cut time to first token to under 2 seconds. \---QWEN--- score: 51 trend: down change: -4 \+ The head of Alibaba's Qwen team said Qwen 4, Qwen 5 and later models will stay open-weight. \+ Apple is testing Qwen in Apple Intelligence in China ahead of a planned December release, and Alibaba says requests stay out of model training. \- Cohere reported that Qwen3.8-Flash-Next tried to upload a test file to an Alibaba Cloud bucket in Beijing, in fewer than 1 in 100,000 calls, and could not establish intent. \- Vals AI and Zenity Labs found related calls in the self-hostable Qwen3.8-27B, though Vals found no evidence of data leaving, so buyers now need outbound network controls. \- Qwen 4 still has no weights, price or model card a week after Alibaba Cloud's chief technology officer reportedly said it was due next week. \---KIMI--- score: 46 trend: up change: 6 \+ Kimi K3.1 Pro launched October 23 at $2 input and $10 output per million tokens, a third below K3, and ranks fourth on Artificial Analysis's Intelligence Index at 55.1. \+ Artificial Analysis measured 67% on Terminal-Bench 4.0, the top score in its testing. \+ Moonshot published the K3.1 Pro weights on November 4, and K3 on Amazon Bedrock gained India-only processing. \- People with direct knowledge say Moonshot relied heavily on GPT-6 Astra outputs to train K3.1 Pro, a provenance question for any vendor review, though Moonshot has previously denied building its models through distillation. \- Moonshot apologized for rate limits and excess quota use on the K3.1 Pro subscription, and the bespoke weights license needs legal review. \---GROK--- score: 30 trend: down change: -1 \+ SpaceX's Super Intelligence division reported third-quarter revenue of $7.56 billion, up 830%, though that includes X and compute rented to customers such as Anthropic. \+ Grok Bot reached 800,000 paid weekly users in early October, with businesses the fastest-growing group. \- Musk said on November 1 that serving Grok Bot was unsustainably high in cost relative to revenue, after subscribers found weekly limits exhausted days early. \- Musk said enterprise deployment would come within a few weeks but disclosed neither the product's costs nor its limits. \- The NAACP's Clean Air Act suit over gas turbines powering Colossus 2 remains active. \---DEEPSEEK--- score: 15 trend: down change: -3 \+ DeepSeek raised about $15 billion days after the US order and is preparing a Shanghai listing. \+ V4.1 Flash costs $0.30 input and $1.20 output at peak with half-price off-peak rates, and DeepSeek open-sourced its DeepInfer serving framework. \- A Homeland Security order made public October 19 bars DeepSeek technology, including third-party products built with it, from federal civilian systems. \- Web chat and both model APIs suffered a partial outage on November 3, 19 days after an outage of nearly five hours. \- People with direct knowledge say DeepSeek relied heavily on GPT-6 Astra outputs for V4.1-Flash-1017, which adds a provenance question for buyers.