On the watchlist, scored but not ranked
Amazon
Down 0.1 since 18 Oct, rising over 30 days (Direction ▲ 4.4). Latest driver: Claude Opus 5.5 and Sonnet 5.5 come to Bedrock in AWS GovCloud.
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+0.3 Since the 19 Oct close: AWS shows bi-directional KV transfer in vLLM cutting TTFT and TwelveLabs Pegasus 1.5 video model arrives in Amazon Bedrock would move Direction to ▲ 4.7 and the Score to about 50.8 at the next close.
Leads onTrust, safety and privacy1st
Lags onUsage and adoptionbelow all 13Ecosystembelow all 13Value13th
Score50.7▼ 0.1 since 18 Oct
Strength49.9Eight pillars
Direction▲ 4.4Last 30 days
Confidence
Score over time
ScoreStrength
ScoreStrength
57 daily closes, the earlier ones reconstructed. Download CSV
The eight pillars
Each pillar 0 to 100 on fixed goalposts, with its rank among the 13 ranked labs. The tick marks the median lab; points are what the pillar adds to Strength.
Since 18 Oct
Score down 0.1 (50.8 to 50.7). No pillar moved by 0.1 or more.
What was measuredAll 25 readings behind this close, with source, date and goalposts
Filled: no fresh reading, so the ranked labs' median was used. Carried: a source that keeps no history, read later.
| Indicator | Reading | Scaled | Goalposts | As of |
|---|---|---|---|---|
| Arena text rating Arena (arena.ai) text leaderboard: rating of the lab's best model with 1,000 votes or more | 1426.5 amazon-nova-experimental-chat-26-02-10 | 59 | 1250 to 1550 rating | 13 Oct |
| Benchmarks Epoch AI Benchmarking Hub: the lab's best score on each of GPQA Diamond, FrontierMath tiers 1 to 3, SWE-bench Verified and OTIS Mock AIME, each placed between fixed goalposts, averaged; runs from the last 365 days, at least 3 of the 4 | No fresh reading: filled with the median | 83 | already 0 to 100 | |
| Paid adoption Published spend and paid-use evidence, latest edition of each: Ramp AI Index (share of US businesses paying the vendor, monthly), Menlo Ventures (enterprise API spend share), a16z CIO survey (share of LLM wallet), ICONIQ (share of AI builders using the provider), each placed on its own scale and averaged by weight; facts and sources at /data/adoption.json | 0 Menlo Ventures, State of Generative AI in the Enterprise (2025-12): not named, below its threshold; a16z enterprise CIO survey (2026-01): not named, below its threshold | 0 | already 0 to 100 | 19 Oct |
| Assistant users Users of the lab's assistants (chat apps and coding agents) as the lab or its parent last disclosed them, or a panel measurement (QuestMobile) where a lab discloses none; weekly figures count as monthly (a lower bound); dated by disclosure, and only disclosures from the last 12 months count; not applicable to a lab with no figure; facts and sources at /data/assistants.json | No user count disclosed in the last 12 months | 1 million to 2 billion monthly users | ||
| Web traffic Cloudflare Radar: the lab's best rank among the top 20 generative-AI services by traffic, 21 minus the rank | 0 not in the top 20 generative-AI services | 0 | 0 to 20 rank points | 19 Oct |
| API spend share OpenRouter rankings: the lab's share of all dollars spent on OpenRouter in the last 30 days, across every model (not token volume, which cheap bulk models dominate) | 0.01 0.0% of $104.4M spent on OpenRouter in 30 days (5 models) | 2 | 0% to 35% of spend | 11 Oct |
| App charts App Store top free charts in 7 countries | Not applicable | 0 to 100 chart points | ||
| Coding agent downloads npm and PyPI downloads of the lab's official coding agents (such as Claude Code, Codex, Gemini CLI, Qwen Code, Mistral Vibe), last 30 days; not applicable to a lab with none; standalone IDEs without public counts (such as Antigravity) are not seen | No official coding agent with public download counts | 10 thousand to 100 million a month | ||
| Coding extension installs VS Code Marketplace: installs of the lab's official coding extensions; not applicable to a lab with none | No official coding extension on the VS Code Marketplace | 100 thousand to 50 million installs | ||
| SDK downloads PyPI and npm downloads of the official SDKs, last 30 days | Not applicable | 100 thousand to 1 billion a month | ||
| Open-model downloads Hugging Face downloads of the lab's models, last 30 days | 26869839 amazon | 69 | 10 thousand to 1 billion a month | 19 Oct |
| Shipping cadence Vikshy Wire: confirmed launches and updates of materiality 2 or more, last 90 days | 22 22 confirmed launches and updates in 90 days | 86 | 0 to 30 in 90 days | 19 Oct |
| Biggest launch Vikshy Wire: the biggest launch in the last 90 days, fading with age | 4.63 | 93 | materiality 0 to 5 | 19 Oct |
| Rating per dollar Arena rating of the lab's best-value model, less 30 points for each doubling of its blended list price (3 parts input to 1 part output), with prices below $0.30 per million counted as $0.30 | 1341.8 nova-2-lite: 1335 at $0.85/M blended | 23 | 1250 to 1650 points | 13 Oct |
| Cloud availability Amazon Bedrock, Google Cloud and Microsoft Foundry: whether each offers the lab's current models as a managed, pay-per-use API (the flagship or the model one step behind it counts 1, an older generation only 0.5, open-weight side lines 0), dated by availability; facts and sources at /data/distribution.json | 1 Amazon Bedrock: Nova 2 Lite, Nova 2 Pro (preview) | 33 | 0 to 3 platforms | 19 Oct |
| Open-weight hosts OpenRouter: distinct providers serving the lab's open-weight models; not applicable to a lab that publishes none (a closed model's reach is its cloud availability) | No open-weight models on OpenRouter | 1 to 60 providers | ||
| Developer interest Hugging Face likes on the lab's models | 2113 amazon | 13 | 1 thousand to 316 thousand likes | 19 Oct |
| Hacker News Hacker News points on stories about the lab, last 30 days | 0 no stories with 20+ points | 0 | 0 to 30,000 points | 19 Oct |
| Press and analysts Vikshy Wire: press and analyst pieces on the lab's developments, last 30 days | 5 | 29 | 0 to 60 pieces | 19 Oct |
| Official API uptime The lab's own status page: 30-day uptime of the components that make up its model API, counting major outages in full and partial outages at 30%, the pages' own formula (degraded performance is not counted); labs label outages differently, so a measured cross-check sits beside it | No fresh reading: filled with the median | 98 | 99% to 100% over 30 days | |
| Measured uptime OpenRouter: the median uptime of the lab's own API endpoints, an independent cross-check of the status page, the mean of daily readings over 30 days | 99.4551 mean of 30 daily readings, 2026-09-20 to 2026-10-19 | 95 | 90% to 100% | 19 Oct |
| Independent assessments Independent assessments published by then, each put on 0 to 100: the Future of Life Institute AI Safety Index (40%), the Stanford Foundation Model Transparency Index (30%) and the SaferAI risk-management ratings (30%), averaged over those that cover the lab; a lab none covers is not independently assessed, and filled with the median like any gap | 28.5 2 of 3 assessments: Foundation Model Transparency Index (2025-12) 39; SaferAI Risk Management Tracker (2026-07) 18 | 29 | 0 to 100 | 19 Oct |
| Customer data commitments From the lab's own documentation: API and business data not used for training by default; a zero-data-retention option; a choice of data region | 3 no training on API data by default, zero data retention available, choice of data region | 100 | 0 to 3 commitments | 19 Oct |
| Security certifications From the lab's trust center: SOC 2 Type II, ISO/IEC 27001, ISO/IEC 42001 (AI management) covering its model API | 3 SOC 2 Type II, ISO/IEC 27001, ISO/IEC 42001 | 100 | 0 to 3 certifications | 19 Oct |
| Security and privacy incidents Security breaches, data leaks and regulatory privacy actions (bans, fines, orders) affecting the lab's AI services or caused by its AI systems in the last 12 months, from reputable reporting and regulators, counted once per public disclosure, and half when the lab itself disclosed harm from its AI with no legal duty to; every fact, and what was not counted and why, is at /data/trust.json | 0 no security or privacy incident or regulatory action found in 12 months | 100 | 0 to 3 in 12 months, fewer is better | 19 Oct |
What moved Direction
The developments that count most in the last 30 days. Direction ▲ 4.4.
- +1.9Claude Opus 5.5 and Sonnet 5.5 come to Bedrock in AWS GovCloud5 Oct · Flagship model launch
- +0.7AWS releases open-source Strands Decider 2B decision model1 Oct · Open-weight model
- +0.5AWS uses Bedrock AgentCore agents to automate cloud migrations1 Oct · Security incident
- +0.3Amazon's Bee launches two personal AI devices from $7515 Oct · New product or feature
- +0.2AWS shares MoE kernel optimizations on SageMaker AI13 Oct · Research
- +0.2Grok 4.7 becomes available on Amazon Bedrock13 Oct · New product or feature
All 28 developments, line by line
Points for materiality, times recency, times diminishing returns (or the setback cap).
Latest from Amazon
What Amazon shipped, broke and changed lately. The full Amazon timeline, with every model it has released.
- 19 OctAWS opens SageMaker Studio signup to new users with free creditsFeatures · New product or feature
- 19 OctTwelveLabs Pegasus 1.5 video model arrives in Amazon BedrockModels · New model
- 19 OctAWS shows bi-directional KV transfer in vLLM cutting TTFTResearch · Research
- 16 OctReflection AI's Beam open-weight coding model deploys on AWS SageMakerModels · Open-weight model
- 15 OctAmazon's Bee launches two personal AI devices from $75Features · New product or feature
- 13 OctAWS adds AgentCore payments for autonomous agent transactionsFeatures · New product or feature
