10 models

Allen Institute for AI Models: Intelligence, Performance & Price

Name: Artificial Analysis Intelligence Index
Creator: Artificial Analysis
License: https://artificialanalysis.ai/docs/legal/Terms-of-Use.pdf

Allen Institute for AI

Intelligence

Updated

Olmo 3.1 32B Instruct

Artificial Analysis Intelligence Index

Time per Task

Olmo 3.1 32B Instruct

Per Intelligence Index Task

Cost

Olmo 3.1 32B Instruct

Per Intelligence Index Task

Artificial Analysis has benchmarked 10 models from Allen Institute for AI. Below is a comparison of the key metrics across these models.

IntelligenceUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v5.0.1 incorporates 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), and Terminal-Bench-Science 0.1

No data available

Artificial Analysis Intelligence Index v5.0.1 includes: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1. See Intelligence Index methodology for further details, including a breakdown of each evaluation and how we run them.

Intelligence Index vs. Cost per Task

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task

Most attractive quadrant

No data available

Weighted average cost per Intelligence Index task. Each evaluation’s cost is calculated from input, cache hit, cache write, reasoning, and answer token prices, divided by task count, and weighted by its Intelligence Index weight.

Cost

Cost per Intelligence Index Task

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

No data available

Speed & Latency

Time per Intelligence Index Task

Output tokens divided by end-to-end output speed (minutes per Intelligence Index task) · Speed at the model's own endpoint or the median across providers · Lower is better

No data available

The weighted average time (minutes) per Artificial Analysis Intelligence Index task: output tokens per task divided by output speed, weighted by each benchmark's weight in the Intelligence Index.

Speed and latency metrics average each endpoint's runs over the past 5 days, and the error rate pools them. We run the benchmark every 6 hours, and endpoints of deprecated models every 18 hours.

Capability Scores

Capability Indexes

Measures the performance of models on specific capabilities and industries

Finance & Accounting Index

Incorporates 5 evaluations: AA-Briefcase v1.1, AA-Omniscience v1.1, HLE-Diamond, AutomationBench-AA, GDP.pdf · Higher is better

No data available

Strategy & Ops Index

Incorporates 4 evaluations: AutomationBench-AA, AA-Briefcase v1.1, AA-Omniscience v1.1, GDP.pdf · Higher is better

No data available

Legal Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf, AutomationBench-AA · Higher is better

No data available

Healthcare & Medical Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, MLCR-AA, AutomationBench-AA, HLE-Diamond · Higher is better

No data available

Engineering Index

Incorporates 7 evaluations: AA-Omniscience v1.1, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1, HLE-Diamond, Terminal-Bench 4.0, FrontierCode 2.0, AA-Briefcase v1.1 · Higher is better

No data available

Economics Index

Incorporates 4 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf · Higher is better

No data available

All Allen Institute for AI Releases

Further details

								Weights		Provider Benchmarks
Olmo 3 7B Think	Allen Institute for AI	-	7B	66k	-	-	-	🤗	-	View
Olmo 3.1 32B Think	Allen Institute for AI	-	32.2B	66k	-	-	-	🤗	-	View
Molmo2-8B	Allen Institute for AI	-	8.7B	37k	-	-	-	🤗	-	View
OLMo 2 32B	Allen Institute for AI	-	32.2B	4k	-	-	-	🤗	-	View
Olmo 3 7B Instruct	Allen Institute for AI	-	7B	66k	-	-	-	🤗	-	View
Olmo 3.1 32B Instruct	Allen Institute for AI	-	32.2B	66k	-	-	-	🤗	-	View
Molmo 7B-D	Allen Institute for AI	-	8B	4k	-	-	-	🤗	-	View
Olmo 3 32B Think	Allen Institute for AI	-	32.2B	66k	-	-	-	🤗	-	View
Llama 3.1 Tulu3 405B	Allen Institute for AI	-	405B	128k	-	-	-	🤗	-	View
OLMo 2 7B	Allen Institute for AI	-	7.3B	4k	-	-	-	🤗	-	View

Allen Institute for AI Models: Intelligence, Performance & Price

Intelligence

Time per Task

Cost

IntelligenceUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index vs. Cost per Task

Cost per Intelligence Index Task

Artificial Analysis Intelligence Index

Cost

Cost per Intelligence Index Task

Cost per Intelligence Index Task

Speed & Latency

Time per Intelligence Index Task

Time per Intelligence Index Task

Time Period

Capability Scores

Capability Indexes

All Allen Institute for AI Releases

Further details