The register
Every tracked technology, its claimed and verified readiness, and the gap between them. Free to read — how these scores are made.
First recorded –
showing 60 of 193 entries
| First recorded | Technology | Discipline | Claimed | Verified | 0 ─────────── 100 | Gap |
|---|---|---|---|---|---|---|
| 2026-09-30 | Cloudflare Clef and Clef Flash | Reinforcement Learning & Decision Systems | 85 | 66 | +19 | |
| 2026-09-24 | Gemini 3.8 Live with Live Avatar | Multimodal & Vision-Language Models | 90 | 70 | +20 | |
| 2026-09-29 | GPT-6.1 Sol | Foundation Models & LLMs | 90 | 79 | +11 | |
| 2026-10-06 | Mistral Large 4 | Foundation Models & LLMs | 70 | 57 | +13 | |
| 2026-09-29 | OpenAI Decisions API | Reinforcement Learning & Decision Systems | 70 | 55 | +15 | |
| 2026-09-22 | Claude Opus 5.5 | Foundation Models & LLMs | 95 | 85 | +10 | |
| 2026-09-28 | Claude Sonnet 5.5 | Foundation Models & LLMs | 95 | 78 | +17 | |
| 2026-09-30 | Gemini 4 Argon | Foundation Models & LLMs | 65 | 53 | +12 | |
| 2026-09-22 | GPT-6 Luna | Foundation Models & LLMs | 90 | 80 | +10 | |
| 2026-09-22 | GPT-6 Sol | Foundation Models & LLMs | 90 | 80 | +10 | |
| 2026-09-17 | PrismML Ternary Bonsai 2 27BReview incomplete | Small Language Models & On-Device AI | 55 | 35 | +20 | |
| 2026-09-20 | Qwen-Image-2.1 | Generative Media (Image, Video & Audio) | 55 | 35 | +20 | |
| 2026-09-21 | Qwen3.8-Omni-Flash-RealtimeReview incomplete | Multimodal & Vision-Language Models | 90 | 80 | +10 | |
| 2026-09-01 | SWE-bench Multimodal v2Review incomplete | AI Coding & Software Agents | 70 | 59 | +11 | |
| 2026-09-18 | Qwen3.8-LiveTranslateReview incomplete | Multimodal & Vision-Language Models | 90 | 70 | +20 | |
| 2026-09-17 | Qwen3.8-Omni-FlashReview incomplete | Multimodal & Vision-Language Models | 90 | 80 | +10 | |
| 2026-09-15 | TypeSafe Jev System One ModelReview incomplete | Reinforcement Learning & Decision Systems | 65 | 49 | +16 | |
| 2026-09-15 | Gemini 3.8 Live and Live Extended Thinking | Multimodal & Vision-Language Models | 55 | 35 | +20 | |
| 2026-09-10 | DeepSeek-V4.1-FlashReview incomplete | Foundation Models & LLMs | 90 | 69 | +21 | |
| 2026-09-11 | Sakana AI Fugu Max & Fugu Ultra v2 | Agentic Frameworks & Autonomy | 55 | 25 | +30 | |
| 2026-09-03 | OpenAI GPT-6 AstraReview incomplete | Foundation Models & LLMs | 90 | 61 | +29 | |
| 2026-09-01 | Claude Fable 5.1 and Mythos 5.1 | Foundation Models & LLMs | 55 | 35 | +20 | |
| 2026-09-02 | Google Gemini 3.8 FlashReview incomplete | Foundation Models & LLMs | 55 | 35 | +20 | |
| 2023-09-20 | DALL-E 3 | Generative Media (Image, Video & Audio) | 55 | 35 | +20 | |
| 2023-05-29 | Direct Preference Optimization (DPO)Review incomplete | Reinforcement Learning & Decision Systems | 88 | 81 | +7 | |
| 2023-09-27 | Mistral 7B | Foundation Models & LLMs | 55 | 35 | +20 | |
| 2023-12-11 | Mixtral 8x7BReview incomplete | Foundation Models & LLMs | 90 | 85 | +5 | |
| 2023-06-13 | OpenAI Function Calling | LLM Tool-Use & Function Calling | 75 | 55 | +20 | |
| 2023-04-05 | Segment Anything Model (SAM)Review incomplete | Multimodal & Vision-Language Models | 65 | 60 | +5 | |
| 2023-03-16 | Auto-GPTReview incomplete | Agentic Frameworks & Autonomy | 70 | 64 | +6 | |
| 2023-03-14 | GPT-4Review incomplete | Foundation Models & LLMs | 55 | 55 | 0 | |
| 2023-07-18 | Llama 2 | Foundation Models & LLMs | 55 | 35 | +20 | |
| 2026-08-13 | DeepSeek HarnessReview incomplete | Agentic Frameworks & Autonomy | 35 | 25 | +10 | |
| 2026-08-14 | GLM-5.3Review incomplete | Foundation Models & LLMs | 70 | 43 | +27 | |
| 2026-08-14 | Qwen3.8-27BReview incomplete | Small Language Models & On-Device AI | 85 | 81 | +4 | |
| 2026-08-12 | xAI Grok 4.6 | Foundation Models & LLMs | 75 | 50 | +25 | |
| 2026-08-10 | OpenAI GPT-5.6-Cyber | Foundation Models & LLMs | 55 | 35 | +20 | |
| 2026-08-13 | Gemini 3.7 FlashReview incomplete | Foundation Models & LLMs | 90 | 75 | +15 | |
| 2026-08-03 | Autonomous Robotic Metallurgist Materials Innovation Platform (ARM-MIP)Review incomplete | Autonomous Scientific Discovery & Self-Driving Labs | 35 | 26 | +9 | |
| 2026-08-06 | Cloudflare Kitesurf | Agentic Frameworks & Autonomy | 35 | 25 | +10 | |
| 2026-08-06 | Cloudflare WebMCPReview incomplete | Agent Interoperability (MCP / A2A) | 20 | 16 | +4 | |
| 2026-08-05 | Meta Muse CodeReview incomplete | AI Coding & Software Agents | 65 | 54 | +11 | |
| 2026-07-19 | Qwen3.8-MaxReview incomplete | Foundation Models & LLMs | 80 | 66 | +14 | |
| 2026-05-07 | BridgeApp Agent Orchestration LayerReview incomplete | Agentic Frameworks & Autonomy | 60 | 53 | +7 | |
| 2026-07-24 | Claude Opus 5Review incomplete | Foundation Models & LLMs | 65 | 40 | +25 | |
| 2026-05-21 | MCP 2026-07-28 Specification (Stateless Core + Extensions) | LLM Tool-Use & Function Calling | 55 | 45 | +10 | |
| 2025-11-21 | MCP Apps (SEP-1865) | LLM Tool-Use & Function Calling | 55 | 35 | +20 | |
| 2026-07-23 | FLUX 3 (Black Forest Labs) | Generative Media (Image, Video & Audio) | 55 | 35 | +20 | |
| — | Kolmogorov-Arnold NetworksReview incomplete | Foundation Models & LLMs | 60 | 48 | +12 | |
| 2024-01-08 | LangGraph | Agentic Frameworks & Autonomy | 75 | 55 | +20 | |
| 2024-08-13 | OpenAI SWE-bench Verified | AI Coding & Software Agents | 55 | 25 | +30 | |
| 2024-03-17 | xAI Grok-1 Open-Weights Release | Foundation Models & LLMs | 35 | 25 | +10 | |
| 2026-07-23 | Ling-3.0-flash (Ant Group) | Foundation Models & LLMs | 65 | 35 | +30 | |
| 2026-07-23 | Frontier-Bench v0.1 | AI Coding & Software Agents | 35 | 25 | +10 | |
| 2026-06-22 | Block BuzzReview incomplete | Agentic Frameworks & Autonomy | 50 | 42 | +8 | |
| 2024-05-07 | DeepSeek-V2 | Foundation Models & LLMs | 55 | 35 | +20 | |
| 2026-07-21 | Gemini 3.5 Flash-Lite | Foundation Models & LLMs | 55 | 35 | +20 | |
| 2024-05-13 | GPT-4o (OpenAI)Review incomplete | Foundation Models & LLMs | 90 | 78 | +12 | |
| 2024-04-18 | Llama 3 / Llama 3.1 405B (Meta) | Foundation Models & LLMs | 75 | 55 | +20 | |
| 2024-09-12 | OpenAI o1 (o1-preview / o1-mini) | Foundation Models & LLMs | 35 | 35 | 0 |
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