The independent AI index · Updated 2026-11-09

Every model, price and benchmark in one place.

A plain-English index of 600 AI models across 40 providers. Compare context windows, token prices and 12 benchmarks without the launch-day noise.

Models
600
across 40 providers
Benchmarks
12
modelled scores
Model-benchmark scores
7,200
in the index
Comparisons
1,000
head-to-head pages
Median input
$4.00
per 1M tokens
Median context
32,768
tokens

Start here

Pick a path through the index.

Benchmark leaders

Highest average across scored benchmarks.

#ModelProviderContextInput / 1MAvg score
1 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
2 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
3 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
4 GPT-5.1 Reasoning OpenAI 400000 $20.27 88.3
5 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
6 GPT-5.2 OpenAI 2000000 $19.71 88.0
7 GPT-5.1 Max OpenAI 2000000 $20.50 87.9
8 Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9

See the full ranking →

Cheapest capable models

Lowest blended input/output price.

ModelProviderContextInput / 1MAvg score
SmolLM3 1.5B Hugging Face 8192 $0.04 36.8
GPT-NeoX 1.5B EleutherAI 32768 $0.06 36.4
Pythia 7B EleutherAI 8192 $0.10 40.7
Nemotron Nano 1.5B NVIDIA 8192 $0.10 41.5
Zephyr 1.5B Hugging Face 32768 $0.10 38.0
Pythia 1.5B EleutherAI 4096 $0.10 35.8

Largest context windows

Room for long documents and agent traces.

ModelProviderContextInput / 1MAvg score
GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
GPT-5.2 OpenAI 2000000 $19.71 88.0
GPT-5.1 Max OpenAI 2000000 $20.50 87.9
Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9
Grok 4 Reasoning xAI 2000000 $19.67 87.8

Latest data stories

What the index says about price, context and capability.

New guides

From the blog

Questions

What is the AI & LLM Index?

The AI & LLM Index is an independent reference site that puts AI model prices, context windows and benchmark scores on the same page. It covers 600 models from 40 providers and 12 benchmarks.

Are the benchmark scores official?

No. Scores in this index are modelled estimates generated for comparison at scale. They are not official vendor results or leaderboard submissions. Treat them as relative signals and verify important claims with primary sources.

How are prices listed?

Prices are in US dollars per one million tokens. Input, output and cached input prices are shown separately. A blended 3:1 input-to-output figure is included as a rough planning number.

How often is the index updated?

The demo dataset was generated on 2026-11-09. Model prices and benchmark results change frequently, so check the provider's own documentation before committing to a budget.

Can I compare two specific models?

Yes. The comparison section has 1,000 head-to-head pages. Each one shows specification differences, benchmark wins, price differences and a plain-language verdict.