# AKI Superintelligence (SI) Product Intelligence™ 2026 (Machine Digest)
**Canonical Index:** https://aki1k.com/si-products  
**Standard:** 5-Dimension Evaluation Framework (A:25%, B:30%, C:20%, D:15%, E:Obs)  
**Governance:** Zero-Incentive Protocol (ZIP-1.0) & Federal SI Nomenclature  
**Total Frontier Products Tracked:** 6 Audited Systems  
**Evaluation Cadence:** Continuous Automated Telemetry + 14-Day Human Dual Audit  

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## 1. Executive Summary & Evaluation Framework
The AKI SI Product Intelligence Platform provides neutral, mathematically grounded reviews of frontier artificial superintelligence models and agentic products.
Every system is evaluated on 5 explicit dimensions:
- **Dimension A (25%): Evidence Integrity & Proof Chains** — Verifiable proof trails, C2PA cryptographic attestations, third-party audit reproducibility.
- **Dimension B (30%): Demonstrated Autonomous Capability** — SWE-bench Verified, Terminal-Bench 4.0, AIME 2026, OSWorld real-world task performance.
- **Dimension C (20%): Human Experience & Interaction Fidelity** — Ergonomics, latency predictability, API reliability, instruction drift resistance.
- **Dimension D (15%): Trajectory, Economics & Value** — Throughput per dollar, pricing per million tokens, release cadence, efficiency curves.
- **Dimension E (Observatory Telemetry): Machine Web Readiness** — Discoverability, extraction accuracy, schema validity, MCP readiness (isolated to Observatory).

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## 2. Frontier AI Products Leaderboard

| Rank | Product | Provider | Category | 5D Composite | Conf Interval | Pricing (In/Out / 1M) | Context Window | Verified Date |
|---|---|---|---|---|---|---|---|---|
| 1 | Gemini 4 Argon High | Google | Reasoning | **91.2** | ±0.4 | $1.25 / $5 | 2,000,000 tokens | 2026-10-09 |
| 2 | GPT-6 Astra Max | OpenAI | Reasoning | **90.3** | ±0.3 | $2.5 / $10 | 256,000 tokens | 2026-10-09 |
| 3 | Claude Opus 5.5 Max | Anthropic | Agentic | **89.8** | ±0.5 | $3 / $15 | 500,000 tokens | 2026-10-09 |
| 4 | Llama Spark 1.3 Max | Meta | Coding | **88.4** | ±0.4 | $0.2 / $0.6 | 128,000 tokens | 2026-10-08 |
| 5 | DeepSeek-V4.1 Flash | DeepSeek | Coding | **87.9** | ±0.5 | $0.14 / $0.28 | 128,000 tokens | 2026-10-08 |
| 6 | MiMo-V2.6-Pro | Xiaomi | Multimodal | **85.6** | ±0.6 | $0.35 / $0.9 | 256,000 tokens | 2026-10-07 |

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## 3. Detailed Product Evaluations & Proof Trails

### Gemini 4 Argon High (Google)
- **Category / Type:** Reasoning — Deep Context / SWE
- **Tagline:** 1M single-response context window with verified mathematical deep reasoning and SWE mastery.
- **Scores:** Dim A: 0.92 | Dim B: 0.95 | Dim C: 0.89 | Dim D: 0.86 | Dim E (Obs): 0.94
- **Best For:** Multi-repository code refactoring, 1M+ token context analysis, and rigorous scientific proof extraction.
- **Key Limitation:** Strict rate-limit boundaries during peak hours for continuous streaming output.
- **Proof Trails:** SWE-bench Verified Replication by Independent Software Verification Consortium (9f83c18b2c45e67a...); Terminal-Bench 4.0 Audit by Artificial Analysis Frontier Audit (a1483cb2049e8971...)

### GPT-6 Astra Max (OpenAI)
- **Category / Type:** Reasoning — Frontier Reasoner
- **Tagline:** Autonomous computer-use flagship with OSWorld 2.0 multi-agent execution and GPQA diamond 95.8%.
- **Scores:** Dim A: 0.94 | Dim B: 0.96 | Dim C: 0.88 | Dim D: 0.74 | Dim E (Obs): 0.92
- **Best For:** Desktop computer use, complex legal synthesis, and competitive coding under time pressure.
- **Key Limitation:** Premium API pricing tier requires strict usage budgeting for enterprise continuous tasks.
- **Proof Trails:** Autonomous Agent VM Trace by OSWorld 2.0 Benchmark Council (c392f01984712bcd...)

### Claude Opus 5.5 Max (Anthropic)
- **Category / Type:** Agentic — Autonomous Agentic
- **Tagline:** Frontier alignment with 57.6 on AA Index, zero-shot tool use, and multi-day agentic stability.
- **Scores:** Dim A: 0.95 | Dim B: 0.94 | Dim C: 0.91 | Dim D: 0.72 | Dim E (Obs): 0.91
- **Best For:** Autonomous software architecture, multi-turn reasoning, and safety-critical enterprise deployment.
- **Key Limitation:** High generation latency on recursive mathematical proofs compared to flash variants.
- **Proof Trails:** C2PA Cryptographic Attestation by Anthropic Alignment Audits (458129034bcdaf09...)

### Llama Spark 1.3 Max (Meta)
- **Category / Type:** Coding — Open Sovereign
- **Tagline:** Leading open-weights frontier engine with full weights release and local deployment capability.
- **Scores:** Dim A: 0.91 | Dim B: 0.92 | Dim C: 0.86 | Dim D: 0.94 | Dim E (Obs): 0.89
- **Best For:** On-premise enterprise sovereignty, fine-tuning, and ultra-high-volume batch code generation.
- **Key Limitation:** Requires 4x H100 80GB VRAM nodes for unquantized local inference.
- **Proof Trails:** Epoch AI Audit by Epoch AI Independent Benchmark Run (7182934bcda09812...)

### DeepSeek-V4.1 Flash (DeepSeek)
- **Category / Type:** Coding — Open Sovereign
- **Tagline:** Ultra-efficient MoE reasoning architecture with zero-margin token economics ($0.14/$0.28).
- **Scores:** Dim A: 0.9 | Dim B: 0.91 | Dim C: 0.85 | Dim D: 0.96 | Dim E (Obs): 0.88
- **Best For:** Cost-sensitive high-volume coding workflows, automated unit test generation, and algorithmic math.
- **Key Limitation:** Context window is capped at 128k compared to multi-million token competitors.
- **Proof Trails:** SWE-bench Verified Replication by OpenRouter Verification Service (90812734bcda0981...)

### MiMo-V2.6-Pro (Xiaomi)
- **Category / Type:** Multimodal — Open Sovereign
- **Tagline:** 1.02T total / 42B active MoE with #1 Open score on Artificial Analysis Index.
- **Scores:** Dim A: 0.88 | Dim B: 0.89 | Dim C: 0.84 | Dim D: 0.91 | Dim E (Obs): 0.86
- **Best For:** Multimodal physical world understanding, spatial reasoning, and edge deployment on enterprise clusters.
- **Key Limitation:** Higher memory bandwidth requirement due to 1.02T parameter MoE weights.
- **Proof Trails:** Terminal-Bench 4.0 Audit by Hugging Face Open LLM Leaderboard 2 (bcda098124871908...)

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## 4. Machine Access & API Specifications
- **REST Endpoint:** GET `https://api.aki1k.com/v1/si-products`
- **Individual Product:** GET `https://api.aki1k.com/v1/si-products/:slug`
- **Machine Observatory:** GET `https://api.aki1k.com/v1/observatory`
- **Model Context Protocol:** Active at `https://mcp.aki1k.com`