Granite 4.1 30B

IBM · ibm/granite-4-1-30b

ProviderIBM
Familygranite
Typellm-chat
Statusactive
Released2026-04-06
Updated2026-05-04
Parameters28.9B
Open weightsyes

What it fits on

Ordered by predicted speed. Bandwidth sets decode rate; memory decides whether it runs at all.

Every figure here is computed, not measured. Fit is weights at each quantisation against device memory, with a 25% allowance for the KV cache, activations and the OS. Decode rate is the memory-bandwidth roofline at 70% efficiency. Nobody has run this model on these devices.
DeviceMemoryBandwidthBest qualityWeightstok/sFastest
Cerebras WSE-344.0 GB21000000.0 GB/sfp828.87 GB~509254.4~1018508.9 q4
NVIDIA GB200 Grace Blackwell Superchip372.0 GB16000.0 GB/sbf1657.73 GB~194.0~776.0 q4
AMD Instinct MI355X288.0 GB8000.0 GB/sbf1657.73 GB~97.0~388.0 q4
NVIDIA B200180.0 GB7700.0 GB/sbf1657.73 GB~93.4~373.5 q4
Google TPU7x (Ironwood)192.0 GB7380.0 GB/sbf1657.73 GB~89.5~357.9 q4
AMD Instinct MI325X256.0 GB6000.0 GB/sbf1657.73 GB~72.8~291.0 q4
AMD Instinct MI300X192.0 GB5300.0 GB/sbf1657.73 GB~64.3~257.1 q4
NVIDIA H200 SXM141.0 GB4800.0 GB/sbf1657.73 GB~58.2~232.8 q4
NVIDIA H100 NVL94.0 GB3900.0 GB/sbf1657.73 GB~47.3~189.2 q4
NVIDIA H100 SXM80.0 GB3350.0 GB/sbf1657.73 GB~40.6~162.5 q4
AMD Instinct MI250X128.0 GB3200.0 GB/sbf1657.73 GB~38.8~155.2 q4
Google TPU v5p95.0 GB2765.0 GB/sbf1657.73 GB~33.5~134.1 q4
NVIDIA A100 80GB SXM80.0 GB2039.0 GB/sbf1657.73 GB~24.7~98.9 q4
NVIDIA H100 PCIe80.0 GB2000.0 GB/sbf1657.73 GB~24.3~97.0 q4
NVIDIA GeForce RTX 509032.0 GB1792.0 GB/sq621.65 GB~57.9~86.9 q4
Google TPU v6e (Trillium)32.0 GB1638.0 GB/sq621.65 GB~53.0~79.4 q4
AMD Instinct MI21064.0 GB1600.0 GB/sfp828.87 GB~38.8~77.6 q4
NVIDIA A100 40GB SXM40.0 GB1555.0 GB/sfp828.87 GB~37.7~75.4 q4
Google TPU v432.0 GB1200.0 GB/sq621.65 GB~38.8~58.2 q4
NVIDIA GeForce RTX 409024.0 GB1008.0 GB/sq414.43 GB~48.9~48.9 q4
AMD Radeon RX 7900 XTX24.0 GB960.0 GB/sq414.43 GB~46.6~46.6 q4
NVIDIA GeForce RTX 309024.0 GB936.0 GB/sq414.43 GB~45.4~45.4 q4
NVIDIA L40S48.0 GB864.0 GB/sfp828.87 GB~21.0~41.9 q4
Apple M3 Ultra512.0 GB819.0 GB/sbf1657.73 GB~9.9~39.7 q4
AMD Radeon RX 7900 XT20.0 GB800.0 GB/sq414.43 GB~38.8~38.8 q4
Apple M2 Ultra192.0 GB800.0 GB/sbf1657.73 GB~9.7~38.8 q4
Apple M4 Max128.0 GB546.0 GB/sbf1657.73 GB~6.6~26.5 q4
Apple M1 Max64.0 GB400.0 GB/sfp828.87 GB~9.7~19.4 q4
Apple M2 Max96.0 GB400.0 GB/sbf1657.73 GB~4.9~19.4 q4
Apple M3 Max128.0 GB400.0 GB/sbf1657.73 GB~4.9~19.4 q4
NVIDIA L424.0 GB300.0 GB/sq414.43 GB~14.6~14.6 q4
Apple M4 Pro64.0 GB273.0 GB/sfp828.87 GB~6.6~13.2 q4
Apple M432.0 GB120.0 GB/sq621.65 GB~3.9~5.8 q4

Where it runs

Taken from the card's availability section.

PlatformId on that platform
Hugging Faceibm-granite/granite-4.1-30b

Verified benchmark evidence

Each row was checked against its source by a reviewer, and carries the model identifier as actually evaluated — which is not always the same as this card's.
BenchmarkEvaluated asScoreEvidence dateSource kind
aa_lcrGranite 4.1 30B23.67%2026-09-10 evaluatedindependent evaluatorsource
critptGranite 4.1 30B0.0%2026-09-10 evaluatedindependent evaluatorsource
gdpval_aaGranite 4.1 30B0.0%2026-09-10 evaluatedindependent evaluatorsource
gpqa_diamondGranite 4.1 30B48.08%2026-09-10 evaluatedindependent evaluatorsource

Reported benchmark scores

This card reports no benchmark scores yet.

BenchmarkCatalogue standingScore

Data

This card as JSON · See it in the graph · Edit on GitHub