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13 models

IBM Models: Intelligence, Performance & Price

Artificial Analysis has benchmarked 13 models from IBM. Below is a comparison of the key metrics across these models.

  • For intelligence, the top model from IBM is Granite 4.2 8B at 5.
  • For speed, Granite 4.2 8B at 8.7 min has the lowest time per task.
  • For latency, Granite 4.2 8B at 38.63s offers the lowest time to first answer token.
  • For pricing, Granite 4.2 8B at $0.04 offers the lowest cost per task.

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

Intelligence Index vs. Cost per Task

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

Cost

Cost per Intelligence Index Task

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

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

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

Strategy & Ops Index

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

Legal Index

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

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

Economics Index

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

All IBM Releases

Further details

Weights
Provider Benchmarks
Granite 4.2 8B
IBM logoIBM
5
8B
131k
$0.0475
8.7
99
CoreWeaveDeepInfra
Granite 4.2 3B
IBM logoIBM
5
3B
131k
-
-
-
-
Granite 4.2 30B
IBM logoIBM
-
30B
131k
-
-
-
-
Granite 4.0 Micro
IBM logoIBM
-
3B
128k
-
-
-
-
Granite 3.3 8B (Non-reasoning)
IBM logoIBM
-
8.2B
128k
-
-
-
-
Granite 4.0 350M
IBM logoIBM
-
0.3B
33k
-
-
-
-
Granite 4.0 H Small
IBM logoIBM
-
32B
9B active at inference time
128k
-
-
-
-
Granite 4.1 8B
IBM logoIBM
-
8B
131k
-
-
-
-
Granite 4.1 3B
IBM logoIBM
-
3B
131k
-
-
-
-
Granite 4.0 1B
IBM logoIBM
-
1.6B
128k
-
-
-
-
Granite 4.0 H 350M
IBM logoIBM
-
0.3B
33k
-
-
-
-
Granite 4.1 30B
IBM logoIBM
-
30B
131k
-
-
-
-
Granite 4.0 H 1B
IBM logoIBM
-
1.5B
128k
-
-
-
-