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Leaderboard Frontier Ranges AI Tools Skills Agents MCP Servers

On this site

425 models · 52 providers · 12 on the frontier · as of Sep 22, 2026

Choose models

Find a model for your task.

Leaderboard
All models
Frontier
Compare models
Check a model
Model families
Image models
Video models
Embedding models

Compare costs

Prices, plans, and savings.

Subscription plans
Cheapest at a score
Provider price spreads
Audit a bill
Cheaper alternatives
Free model access
Batch pricing
Cached-input pricing
OpenRouter or direct

Build with AI

Tools, providers, and workflows.

AI Tools
Skills
Agents
MCP Servers
API providers
Self-host
Open weights
Check a repo
Retirement tracking

Understand the numbers

Scores, uncertainty, and trade-offs.

Rankings by task
Ranges
Score significance
Blind rank test
Benchmark disagreement
Context price cliffs
Quality–price knee
Reasoning effort
Pricing traps

Check our work

Sources, changes, and accountability.

Methodology
Independence
Corrections
Report a wrong price
Dated snapshots
Material changes
Updates feed (RSS)
Press kit
Cite this dataset

Reuse the data

Downloads, documentation, and source.

API & data guide
Catalogue JSON
Frontier JSON
Plans JSON
Frontier embed (SVG)
llms.txt
llms-full.txt
This page as Markdown
Source on GitHub

Leaderboard
API providers
IBM

IBM

2 models from IBM in this catalogue, as of 2026-09-22. Unrated is not a score of zero.

Granite 4.0 Micro unrated
Granite 4.2 8B

Best first. Then price.

Independent ranking. Quality first, then what it costs.

Check a model Report a wrong price

models: 425
providers: 52
on the frontier: 12
ranked with a price: 136
as of: Sep 22, 2026

Choose models

Find a model for your task.

Leaderboard All models Frontier Compare models Check a model Model families Image models Video models Embedding models

Compare costs

Prices, plans, and savings.

Subscription plans Cheapest at a score Provider price spreads Audit a bill Cheaper alternatives Free model access Batch pricing Cached-input pricing OpenRouter or direct

Build with AI

Tools, providers, and workflows.

AI Tools Skills Agents MCP Servers API providers Self-host Open weights Check a repo Retirement tracking

Understand the numbers

Scores, uncertainty, and trade-offs.

Rankings by task Ranges Score significance Blind rank test Benchmark disagreement Context price cliffs Quality–price knee Reasoning effort Pricing traps

Check our work

Sources, changes, and accountability.

Methodology Independence Corrections Report a wrong price Dated snapshots Material changes Updates feed (RSS) Press kit Cite this dataset

Reuse the data

Downloads, documentation, and source.

API & data guide Catalogue JSON Frontier JSON Plans JSON Frontier embed (SVG) llms.txt llms-full.txt This page as Markdown Source on GitHub

Published prices and independent scores are source-linked. Derived ranks, workload prices, break-evens, and hardware-fit figures name their assumptions. Artificial Analysis figures are not published here: we have no redistribution licence, so they inform what we check and never what you read.

Built and maintained by Len van der Hof