Capability Matrix
Foundational
Model Directory
Compare state-of-the-art models by their objective capabilities. Stop searching by company, start discovering by required architectural capabilities.
Frontier & Flagship
8 Models Indexed
GPT-5.4 by OpenAI
Pro Active
The absolute state-of-the-art foundation for autonomous engineering.
Cost / 1M Input
$15/1M input
Context Depth
1M
DeepSeek by DeepSeek
V4 Active
Highly efficient open-weight flagship model.
Cost / 1M Input
$0.30/1M input
Context Depth
1M
Claude 4.6 by Anthropic
Opus Active
Current state-of-the-art for reasoning and code.
Cost / 1M Input
$15/1M input
Context Depth
200k
Claude 3.5 by Anthropic
Sonnet Active
The most popular model for AI coding agents.
Cost / 1M Input
$3/1M input
Context Depth
200k
Gemini 3.1 by Google
Pro Active
Industry leader in deep context and cross-modal reasoning.
Cost / 1M Input
$3.50/1M input
Context Depth
2M
Gemini 3.1 by Google
Flash Live Active
Native multimodal voice model with interruption support.
Cost / 1M Input
$0.75/1M input
Context Depth
1M
Llama 4 by Meta
Maverick Active
Flagship open-weights MoE model competing with GPT-5 tiers.
Cost / 1M Input
Free (Self-hosted)
Context Depth
1M
Llama 4 by Meta
Scout Active
Highly optimized local model for RTX 4090s and local edge workloads.
Cost / 1M Input
Free (Self-hosted)
Context Depth
128k
Reasoning Engines
2 Models Indexed
o1 by OpenAI
Full Active
Advanced reasoning model using chain-of-thought.
Cost / 1M Input
$15/1M input
Context Depth
128k
DeepSeek by DeepSeek
R1 Active
Specialized reasoning model that "thinks" before answering.
Cost / 1M Input
$0.55/1M input
Context Depth
128k
High-Volume & Fast
2 Models Indexed
GPT-5.4 by OpenAI
Mini Active
Blazing fast, high-volume model.
Cost / 1M Input
$0.15/1M input
Context Depth
128k
Gemini 3.1 by Google
Flash-Lite Active
Optimized for extreme low latency and scale.
Cost / 1M Input
$0.075/1M input
Context Depth
1M
Legacy & Retired
6 Models Indexed
GPT-4o by OpenAI
Latest legacy
Superseded by the GPT-5.x family.
Cost / 1M Input
$5/1M input
Context Depth
128k
GPT-4 by OpenAI
Turbo retired
No longer actively supported.
Cost / 1M Input
N/A
Context Depth
128k
DeepSeek by DeepSeek
V3.2 legacy
The former flagship, still widely respected.
Cost / 1M Input
$0.28/1M input
Context Depth
128k
Claude 3 by Anthropic
Opus legacy
Preceded the 3.5 family as the top reasoning model.
Cost / 1M Input
$15/1M input
Context Depth
200k
Gemini 1.5 by Google
Pro retired
Retired in favor of the Gemini 3 series.
Cost / 1M Input
N/A
Context Depth
2M
Llama 3.1 by Meta
70B legacy
Former flagship.
Cost / 1M Input
Free
Context Depth
128k
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