
Koray Kavukcuoglu
Koray Kavukcuoglu is a Turkish computer scientist who leads Google DeepMind as its Senior Vice President, a role he assumed on 5 August 2026, and serves as Chief AI Architect of Google.
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Koray Kavukcuoglu is a Turkish computer scientist who leads Google DeepMind as its Senior Vice President, a role he assumed on 5 August 2026, and serves as Chief AI Architect of Google.
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This list of neolabs covers the 106 companies on "The Ultimate Neolab List", a list kept by Debarghya "Deedy" Das, a partner at the venture capital firm Menlo Ventures. The version used here was updated on October 24, 2026.
MLX is an open-source array and machine-learning framework built by Apple Inc.'s machine-learning research team specifically for Apple silicon, the M1, M2, M3, M4, and M5 series of system-on-chip processors.
NVIDIA GTC Berlin 2026 was the European edition of NVIDIA's GPU Technology Conference (GTC), held in Berlin, Germany, from October 20 to 22, 2026.

LM Studio is a desktop application for discovering, downloading, and running large language models locally on personal hardware, available free for both personal and commercial use on macOS, Windows, and Linux.
Kimi K3.1 Pro is a multimodal large language model from the Chinese company Moonshot AI, announced on October 23, 2026.
The Unitree G1 is a compact, general-purpose humanoid robot developed by Unitree Robotics, a Chinese robotics company headquartered in Hangzhou, Zhejiang.
Standard text API rates in USD per 1 million tokens. Named benchmark results are not a universal ranking.
List prices: AI Compute Tracker, owned and operated by the same team as AI Wiki. Routed rates: OpenRouter.
| Model | Input / 1M | Output / 1M | Benchmark result | Example cost |
|---|---|---|---|---|
| Claude Opus 5.5anthropicDirect provider API | $4Cached: $0.2 | $20 | 58.4Artificial Analysis Intelligence Index (via OpenRouter) | Example cost$18Sources & rate details for Claude Opus 5.5AI Compute Tracker (opens in a new tab)Price reviewed Provider pricing referenceSource fetched UTC AI Compute Tracker reviewed standard (non-batch) provider list prices in USD per 1M tokens, at the short-context or peak-hour tier. Cached input is shown only when recorded in that row; it is not inferred from a discount. Long-context, cache writes, batch, tools, media and other charges are not included. Benchmark sourceScore checked UTCHigher is better, not an IQ or percentage. Catalogue metadata does not disclose the index version, reasoning configuration, or evaluation date; checked time is retrieval time. Treat comparisons as indicative. Benchmark version: not supplied. Test configuration: not supplied. |
| GPT-6.1 SolopenaiDirect provider API | $2Cached: $0.1 | $10 | 54.5Artificial Analysis Intelligence Index (via OpenRouter) | Example cost$9Sources & rate details for GPT-6.1 SolAI Compute Tracker (opens in a new tab)Price reviewed Provider pricing referenceSource fetched UTC AI Compute Tracker reviewed standard (non-batch) provider list prices in USD per 1M tokens, at the short-context or peak-hour tier. Cached input is shown only when recorded in that row; it is not inferred from a discount. Long-context, cache writes, batch, tools, media and other charges are not included. Tracker row notes: ≤272K prompt tokens; above 272K $4/$15 Benchmark sourceScore checked UTCHigher is better, not an IQ or percentage. Catalogue metadata does not disclose the index version, reasoning configuration, or evaluation date; checked time is retrieval time. Treat comparisons as indicative. Benchmark version: not supplied. Test configuration: not supplied. |
| Gemini 4 ArgongoogleDirect provider API | $2Cached: $0.1 | $10 | 50.4Artificial Analysis Intelligence Index (via OpenRouter) | Example cost$9Sources & rate details for Gemini 4 ArgonAI Compute Tracker (opens in a new tab)Price reviewed Provider pricing referenceSource fetched UTC AI Compute Tracker reviewed standard (non-batch) provider list prices in USD per 1M tokens, at the short-context or peak-hour tier. Cached input is shown only when recorded in that row; it is not inferred from a discount. Long-context, cache writes, batch, tools, media and other charges are not included. Tracker row notes: Current price through Nov 30, 2026; $4/$20 from Dec 1, 2026; batch $2/$10 from Dec 1, 2026 Benchmark sourceScore checked UTCHigher is better, not an IQ or percentage. Catalogue metadata does not disclose the index version, reasoning configuration, or evaluation date; checked time is retrieval time. Treat comparisons as indicative. Benchmark version: not supplied. Test configuration: not supplied. |
| DeepSeek V4.1 FlashdeepseekDirect provider API | $0.3Cached: $0.006 | $1.2 | Not measured in this snapshot | Example cost$1.2Sources & rate details for DeepSeek V4.1 FlashAI Compute Tracker (opens in a new tab)Price reviewed Provider pricing referenceSource fetched UTC AI Compute Tracker reviewed standard (non-batch) provider list prices in USD per 1M tokens, at the short-context or peak-hour tier. Cached input is shown only when recorded in that row; it is not inferred from a discount. Long-context, cache writes, batch, tools, media and other charges are not included. Tracker row notes: Peak-hour cache-miss input; off-peak $0.15/$0.60; deepseek-flash alias |
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Compare API prices on AI Compute Tracker (opens in a new tab)Compare GPU rental prices (opens in a new tab)Example cost: 1,000 requests, each with 2,000 input and 500 output tokens, at the listed standard text rates. No caching, batch discount, long-context surcharge, tools, media or tax; not a capability or availability check. Adjust this workload in the cost planner (choose a model there).
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