The 2026 Intelligence Index

Strategic Benchmarking for frontier models in 2026. Optimized for API Cost Reduction.

Corporate Filter
Capabilities
Model Signature
Input
Output
Context
Capabilities
GPT-5.2
Agentic Powerhouse
OpenAI | December 2025
$1.75 $14.00 400K
TextCodeAgenticVisionAudio
DeepSeek V3.2
Best Value
DeepSeek | December 2025
$0.28 $0.42 160K
TextCodeAgentic
GLM 4.6
Zhipu | December 2025
$0.55 $2.19 131K
AgenticTextCode
GPT-5 mini
OpenAI | December 2025
$0.25 $2.00 128K
TextCode
Claude 4.5 Opus
PhD Reasoning
Anthropic | November 2025
$5.00 $25.00 200K
TextCodeVisionAgentic
Gemini 3 Pro
Multimodal King
Google | November 2025
$2.00 $12.00 1M
TextVisionVideoAudioCode
GPT-5.1
OpenAI | November 2025
$1.25 $10.00 400K
TextCodeAgenticVision
Claude 4.5 Haiku
Anthropic | October 2025
$1.00 $5.00 200K
TextCode
Claude 4.5 Sonnet
Anthropic | September 2025
$3.00 $15.00 200K
TextCodeVision
Gemini 2.5 Pro
Google | September 2025
$1.25 $10.00 1.5M
TextVisionVideoCode
Grok 4
xAI | August 2025
$3.00 $15.00 1M
TextSearchVision
GPT-OSS 120B
Local Legend
OpenAI | August 2025
$0.10 $0.50 128K
TextCodeVision
Qwen 3 Coder
Coding King
Qwen | July 2025
$0.10 $0.10 256K
CodeText
Llama 4 Scout
Context Monster
Meta | April 2025
$0.08 $0.30 10M
TextCode
Gemini 2.0 Flash
Google | December 2024
$0.15 $0.60 1M
TextVision
Mistral Large 2.1
Mistral | November 2024
$2.00 $6.00 128K
TextCode

Token Estimation Guide

Estimates
💬
Simple Question~150
Fact search explanation
🤖
Agentic Coding~10k - 50k+
Multi-file analysis & edits
🎨
Image Generation~1k - 4k
High-res generation
🎥
Video Generation~15k+
5s clip generation
AnalysisLast Updated: Jan 2026

Model Intelligence Directory

Navigate the frontier of model specialization. Track current category leaders, verified SOTA records, and critical benchmarks across the industry's four primary domains.

🧠

Cognitive Reasoning

High-Fidelity Logic & Frontier Science

The 2026 standard has moved beyond GPT-o3. The current leader, GPT-5.2 Thinking, utilizes a massive "test-time compute" architecture to self-correct scientific reasoning in real-time. It is the first model to achieve a perfect score on competition-level mathematics ( AIME ).

Current SOTA Record
92.4%
GPQA Diamond (PhD Science)
GPT-5.2 Thinking
Attributed Leader
Peer Competitors
Gemini 3.0 UltraClaude 4.5 OpusDeepSeek-R2
💻

Software Engineering

Autonomous Repository Management

In late 2025, Claude 4.5 Opus became the first model to break the 80% barrier on SWE-bench Verified . The focus in 2026 is no longer just "writing code" but "autonomous agentic project management," where the model can refactor 50+ files at once while maintaining architectural integrity.

Current SOTA Record
80.9%
SWE-bench Verified
Claude 4.5 Opus
Attributed Leader
Peer Competitors
GPT-5.2 CodexGemini 3 ProGrok 4.1
📚

Structural Synthesis

Massive Context / Deep Document Retrieval

Gemini 3 Pro maintains the lead in the context wars, offering a native 1M to 2M token window that acts as an "infinite memory" for monorepos and legal archives. Its recall accuracy remains near-perfect even at the edge of its context window, making it the primary choice for deep RAG .

Current SOTA Record
99.8%
MRCR v2 (Needle In A Haystack)
Gemini 3 Pro
Attributed Leader
Peer Competitors
GPT-5.2 ProClaude 4.5 SonnetLlama 4-Maverick

Operational Logic

Latency, Throughput & Agentic Routing

The "Operational" category in 2026 is dominated by throughput. GPT-5.2 Standard has achieved an inference speed of nearly 200 tokens per second, making it the engine of choice for real-time voice-to-voice and video agents. It balances high intelligence (MMLU-Pro) with the lowest latency in its class.

Current SOTA Record
187 t/s
LiveBench (Real-Time Performance)
GPT-5.2 Standard
Attributed Leader
Peer Competitors
Gemini 3 FlashLlama 4-8BClaude 4.5 Haiku

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