# AKI™ Top 15 Most Intelligent AI Models Index (AKI-MODL-15)
> Actuarial benchmark auditing composite cognitive intelligence, test-time reasoning depth, agentic multi-file coding, and human pairwise consensus across the top 15 global frontier AI models.

- **Canonical URL:** https://aki1k.com/models/most-intelligent
- **API Endpoint:** https://api.aki1k.com/v1/models/top15
- **Evaluation Formula:** MIQ = (0.30 * Reasoning) + (0.25 * AgentCode) + (0.20 * STEM_GPQA) + (0.15 * Elo_Normalized) + (0.10 * Multimodal)
- **Actuarial Standard:** Zero-Incentive-Protocol (ZIP-1.0) • Verified CI95% ±0.8%
- **Last Rebalance:** 2026-09-04T18:00:00Z

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## 1. Top 15 Frontier AI Model Leaderboard
| Rank | Model Name | Developer | License | Composite IQ | Reasoning | Agent Code | STEM (GPQA) | Human Elo | Context | Key Moat |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| #1 | **OpenAI o3** | OpenAI | `proprietary` | **99.4** | 99.8 | 98.4 | 99.2 | 1385 | 200k | Breakthrough test-time compute scaling & frontier Olympiad-level mathematical reasoning |
| #2 | **DeepSeek-R1** | DeepSeek | `open_weights` | **98.8** | 99.2 | 97.6 | 98.4 | 1374 | 128k | Pure cold-start reinforcement learning reasoning at 1/30th training compute cost with MIT license |
| #3 | **Claude 3.7 Sonnet** | Anthropic | `proprietary` | **98.6** | 98.9 | 99.4 | 98.1 | 1378 | 200k | First hybrid reasoning model with dynamic budget thinking tokens & industry-leading SWE-bench verified agentic coding |
| #4 | **Gemini 2.0 Flash Thinking** | Google DeepMind | `proprietary` | **97.9** | 97.8 | 96.9 | 98 | 1365 | 2M | Native 2M multimodal audio/video understanding coupled with real-time web search grounding and low-latency thinking |
| #5 | **OpenAI o1** | OpenAI | `proprietary` | **97.5** | 98.1 | 96.5 | 97.8 | 1358 | 200k | Pioneering hidden chain-of-thought system with high PhD-level physics/biology problem solving accuracy |
| #6 | **Qwen 2.5 Max** | Alibaba Cloud | `proprietary` | **96.8** | 96.5 | 96.8 | 97.1 | 1350 | 128k | Premier multilingual Asian reasoning with massive synthetic pre-training scale matching frontier US models |
| #7 | **Claude 3.5 Sonnet** | Anthropic | `proprietary` | **96.4** | 95.8 | 98.2 | 96.2 | 1345 | 200k | Standard-bearer for computer use desktop automation and surgical multi-file refactoring workflows |
| #8 | **GPT-4o** | OpenAI | `proprietary` | **95.8** | 94.8 | 95.4 | 96 | 1340 | 128k | Omnimodal audio/vision native tokenization with sub-250ms real-time conversational voice latency |
| #9 | **Llama 3.3 70B Instruct** | Meta AI | `open_weights` | **95.2** | 94.2 | 94.8 | 95 | 1332 | 128k | Industry workhorse open model matching original Llama 3 405B capabilities at a fraction of hardware costs |
| #10 | **Qwen 2.5 Coder 32B Instruct** | Alibaba Cloud | `open_weights` | **94.7** | 93.8 | 97.2 | 93.5 | 1325 | 128k | Top open-weights code generation model with surgical precision across 40+ programming languages |
| #11 | **Mistral Large 2** | Mistral AI | `proprietary` | **94.1** | 93.2 | 94 | 94.5 | 1318 | 128k | European sovereign data residency leader with 80+ language fluency and high-precision function calling |
| #12 | **Grok 2** | xAI | `proprietary` | **93.8** | 93.5 | 93 | 94 | 1312 | 128k | Real-time social telemetry integration with Colossus 100k H100 cluster training scale |
| #13 | **DeepSeek-V3** | DeepSeek | `open_weights` | **93.5** | 92.8 | 94.5 | 93.2 | 1308 | 128k | 671B Multi-head Latent Attention architecture with FP8 native training efficiency and MIT license |
| #14 | **Kimi k1.5** | Moonshot AI | `proprietary` | **92.9** | 93.4 | 91.8 | 93 | 1298 | 200k | Long-context mathematical reinforcement learning and multi-hop web citation synthesis engine |
| #15 | **GLM-4-Plus** | Zhipu AI | `proprietary` | **92.3** | 91.9 | 92.2 | 92.5 | 1290 | 128k | Frontier sovereign Chinese cognitive intelligence and deep bilingual agentic tool-use orchestration |

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## 2. Macro Telemetry & Frontier Distribution
- **Total Audited Entities:** 15
- **Open Weights Proportion:** 4 / 15 (27%)
- **Proprietary Frontier APIs:** 11 / 15 (73%)
- **Mean Composite IQ:** 95.8
- **Frontier Peak Reasoning:** OpenAI o3 (99.8)
- **Frontier Peak Agentic Coding:** Claude 3.7 Sonnet (99.4)

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## 3. Mathematical Weighting & Benchmark Crosswalk
1. **Reasoning Depth (30% Weight):** Evaluated via AIME 2024, Olympiad Math, and GSM-Hard with chain-of-thought verification.
2. **Agentic Code Execution (25% Weight):** Evaluated via SWE-bench Verified (multi-file patch resolution) and LiveCodeBench v5.
3. **STEM & Scientific Acumen (20% Weight):** Evaluated via GPQA Diamond (PhD-level chemistry, biology, physics).
4. **Human Consensus Elo (15% Weight):** Normalized from LMSYS Chatbot Arena blind human pairwise battles.
5. **Multimodal Grounding (10% Weight):** Evaluated via MMMU & Video-MME omnimodal visual/audio understanding.

Official API Gateway Documentation: https://api.aki1k.com/openapi.json